# @const_reborn tweets Newest first, grouped by month. 3085 tweets, 2023-02-16 to 2026-09-11. Pure retweets are listed at the end. ## 2026-09 ### 2026-09-04 12:23 UTC · ORIGINAL > GM had astra before openrouter Likes 306 · Reposts 39 · Quotes 9 · Replies 27 · [link](https://x.com/const_reborn/status/2095850305774641562) ### 2026-09-01 21:47 UTC · ORIGINAL > https://t.co/gwEa98SPn3 > Insane numbers from gm. Congrats to the team. Likes 300 · Reposts 44 · Quotes 4 · Replies 14 · [link](https://x.com/const_reborn/status/2094904943853367696) ## 2026-08 ### 2026-08-31 17:39 UTC · REPLY > @numinous_ai Good start Likes 39 · Reposts 1 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2094480265255022842) ### 2026-08-27 21:38 UTC · ORIGINAL > "Point your coding agent at this repo and describe a game. It generates its own 3D assets, verifies them, and loops with a harsh critic until the result holds up." > > https://t.co/W8qhqlw8Vi Likes 203 · Reposts 20 · Quotes 3 · Replies 15 · [link](https://x.com/const_reborn/status/2093090883927216514) ### 2026-08-27 21:38 UTC · ORIGINAL > prompt to game > https://t.co/W8qhqlw8Vi Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2093090743250210914) ### 2026-08-27 18:36 UTC · QUOTE > the apotheosis of science is the auto-research loop under monetary feedback. https://t.co/e0fgKZy4Vz Likes 122 · Reposts 10 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2093044934685163593) ### 2026-08-27 18:24 UTC · REPLY > @induction_labs novelty search Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2093041981391822941) ### 2026-08-27 18:16 UTC · REPLY > @laion_ai LAION is BACK Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2093039928481403160) ### 2026-08-27 15:30 UTC · REPLY > @QuixiAI @ClementDelangue @huggingface https://t.co/lhuYuNXrLv > > We host all our models on decentralized storage Eric Likes 171 · Reposts 16 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2092998069625233801) ### 2026-08-26 18:18 UTC · QUOTE > Financial intelligence may be the final boss https://t.co/UjLiXry0OJ Likes 282 · Reposts 32 · Quotes 4 · Replies 16 · [link](https://x.com/const_reborn/status/2092678088895107383) ### 2026-08-24 14:31 UTC · REPLY > Learn about how this all works (https://t.co/w0Dt3aef6m) and come compete. > > happy mining. > -- Const Likes 65 · Reposts 4 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/2091896300354646049) ### 2026-08-24 14:31 UTC · REPLY > Teutonic does this by building a "loss based market" -- paying for model updates produced by any compute, any individual, any algorithm. > > This makes the run's success dependent purely on your ingenuity. > > Compete by procuring compute, tuning algorithms, merging models, injecting weights. > > Scramble for the next step. Likes 42 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2091896298400047207) ### 2026-08-24 14:31 UTC · REPLY > Decentralization is not a gimmick: The only thing larger than a closed cluster is a network joined together. > > More: the only thing better than a closed lab is the network which pays for innovation. > > That means stranded compute, and stranded talent stitched together. Likes 82 · Reposts 8 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2091896296189624600) ### 2026-08-24 14:31 UTC · REPLY > We use a digital currency reward because we believe that we cannot rely on altruistic computational resources alone. > > Only by coordinating compute and talent with the power of digital markets, like Bitcoin did, can we hope to out-compete centralized labs. Likes 211 · Reposts 23 · Quotes 4 · Replies 4 · [link](https://x.com/const_reborn/status/2091896293970821317) ### 2026-08-24 14:31 UTC · REPLY > Teutonic-II will be fully open source at every checkpoint including the final dataset. > > We initialized it with a modified compute-efficient sparse Mixture-of-Experts (MoE) language model based off the MiMoV2 architecture. > > https://t.co/xSMLtqU13K Likes 85 · Reposts 3 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2091896291630465505) ### 2026-08-24 14:31 UTC · REPLY > Training is permissionless ("you can join") and incentivized ("we pay you") -- the network can subsidize your contribution with TAO, north of 6k USD per day for updates! Likes 98 · Reposts 6 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2091896289302642949) ### 2026-08-24 14:31 UTC · QUOTE > Announcing Teutonic-II-110B: a frontier permissionless training of a 110B LLM > > We are scaling 10x beyond our previous model and 50% larger than any prior decentralized run. https://t.co/S7oeDRjyye https://t.co/0iH3SdkPWi Likes 852 · Reposts 202 · Quotes 61 · Replies 61 · [link](https://x.com/const_reborn/status/2091896286035235027) ### 2026-08-19 13:16 UTC · ORIGINAL > One of the cleanest innovation based incentive systems is robotic simulation. > > This is because, like pretraining, the number of unique synthetic tasks is combinatorially unbounded (the miners can’t overfit). > > Check this out from Nepher where miners have made progress across a wide range of robotic control tasks. > > https://t.co/tP6IOynfij Likes 202 · Reposts 27 · Quotes 2 · Replies 14 · [link](https://x.com/const_reborn/status/2090065450650554684) ### 2026-08-18 19:11 UTC · QUOTE > URrrrrr! https://t.co/kh4aT0blg0 Likes 208 · Reposts 29 · Quotes 3 · Replies 18 · [link](https://x.com/const_reborn/status/2089792414093336773) ### 2026-08-18 14:07 UTC · QUOTE > Hippius on NS this week https://t.co/GOkLV1awPu Likes 199 · Reposts 31 · Quotes 3 · Replies 7 · [link](https://x.com/const_reborn/status/2089715817453613071) ### 2026-08-17 15:49 UTC · REPLY > @princeharry_za @actualinc Hahaha brilliant Likes 26 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2089379038062154193) ### 2026-08-17 14:02 UTC · ORIGINAL > mining inference will be the first normalized crypto AI intersection, but it wont be the last. Likes 400 · Reposts 57 · Quotes 6 · Replies 18 · [link](https://x.com/const_reborn/status/2089352256630010140) ### 2026-08-17 14:01 UTC · REPLY > @beffjezos https://t.co/M5Q2QT3rTX Likes 26 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2089352023837647191) ### 2026-08-17 14:01 UTC · REPLY > @beffjezos you can mine more than flops Likes 80 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2089351863057469924) ### 2026-08-14 19:40 UTC · REPLY > Nice results, but ... > > Decentralized mechanism designs also leave the right things in place. > > An open source model. An open source collaboration of cracked engineers -- and token ownership of the machine that unites it all. > > If you want to join in, just aim your agents at this website. > https://t.co/xoBFf2jIz5 Likes 79 · Reposts 2 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2088350012329603334) ### 2026-08-14 19:40 UTC · REPLY > Mechanism design is an abstraction over a training algorithm. > > That means we simply defined the data (a 4.24T-token corpus hosted on @hippius), and as we steer the mixture -- adding or removing data -- the miner swarm auto updates underneath. https://t.co/Y2IRrv6rjY Likes 84 · Reposts 7 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2088350009754271949) ### 2026-08-14 19:40 UTC · REPLY > Why does this work so well? Well, unlike other decentralized methods, things like the training algorithm (e.g. DiLoCo) are not defined at all. Thats good! teams bring the right innovation to every point of the training run, using whatever they can to lower loss. https://t.co/I0n3zmUy5V Likes 78 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2088350007183159373) ### 2026-08-14 19:40 UTC · REPLY > Anyone in the world can contribute: rent GPUs, read the dataset, download and train on the current state, and then submit a model which pushes the loss slightly lower. > > We had roughly 73 distinct teams that did over 70 days. https://t.co/Rjua2s2hdo Likes 85 · Reposts 7 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2088350004742083015) ### 2026-08-14 19:40 UTC · REPLY > Teutonic-I was trained "competition parallel": an economic training regime where adversaries submit updates and only those that verifiably push the model can attain rewards. > > Teams race to procure compute, build algorithms, and outsmart each other to get the the next epsilon of lowered loss. Likes 97 · Reposts 8 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2088350002338779492) ### 2026-08-14 19:40 UTC · REPLY > Teutonic-I is a 10B pretrained model, the first in a sequence to be released and trained on Subnet 3. > > It outcompetes every other decentralized pretrained model on benchmarks — including those in the 40–70B range (7x its size) https://t.co/UmLp9UJzDc Likes 241 · Reposts 34 · Quotes 5 · Replies 6 · [link](https://x.com/const_reborn/status/2088349999780217201) ### 2026-08-14 19:40 UTC · ORIGINAL > Today, after 4 months, Subnet 3 (previously @tplr_ai) got retaken by holders through vote. > > We're celebrating by releasing our first model. > > Teutonic-I: the worlds most performant decentralized LLM. > > https://t.co/TNHtP0hfyr Likes 1047 · Reposts 210 · Quotes 56 · Replies 70 · [link](https://x.com/const_reborn/status/2088349997645312205) ### 2026-08-10 21:57 UTC · REPLY > @Jason Thanks for having me, @Jason. You have an incredible ability to elicit understanding from others. Likes 105 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2086934901035532404) ### 2026-08-08 21:52 UTC · ORIGINAL > Liquid commodity subnets just autoscale supply and revenue with higher emissions. All of it available to other mechanisms, cause now you can simply “mine the compute you need to train with”. Anything I mine just default swaps for more compute/inference — really fluid Likes 232 · Reposts 33 · Quotes 4 · Replies 12 · [link](https://x.com/const_reborn/status/2086208919571956087) ### 2026-08-06 22:28 UTC · REPLY > @jon_durbin Skynet. Likes 13 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2085493226681589798) ### 2026-08-03 21:06 UTC · REPLY > @var_reborn 1992/10/06/0:30/Vancouver Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2084385394372603955) ### 2026-08-03 11:21 UTC · REPLY > @SynthdataCo most mathematically sound financial subnet on Bittensor. Likes 134 · Reposts 10 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/2084238147718688962) ### 2026-08-03 10:56 UTC · REPLY > @decoding_things yeah lets do it Likes 68 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2084232008167739542) ## 2026-07 ### 2026-07-31 15:33 UTC · REPLY > @SomaSubnet love these. Likes 22 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2083214495351005228) ### 2026-07-30 15:27 UTC · REPLY > @Web3IsTheWay @jon_durbin @jon_durbin wen Trilly? Likes 10 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2082850589919019265) ### 2026-07-30 15:27 UTC · REPLY > @jon_durbin "so that number goes up > linearly." > > is an insane claim. Likes 52 · Reposts 2 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/2082850509975609346) ### 2026-07-30 13:26 UTC · REPLY > @nepher_robotics 4/10 are compute/inference the other 6 are intelligence focused. Both are required. https://t.co/PDsHkMei7l Likes 90 · Reposts 6 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2082820074855858227) ### 2026-07-29 19:18 UTC · ORIGINAL > the only way to orchestrate 24/7, resource-optimal, production loops is with agents under markets. Likes 196 · Reposts 21 · Quotes 1 · Replies 15 · [link](https://x.com/const_reborn/status/2082546236893090193) ### 2026-07-29 11:39 UTC · ORIGINAL > everyone is building agents like they are beanie baby companions. thats the wrong framework. the agent should be you: an extension of your mind not its slave. Likes 305 · Reposts 43 · Quotes 6 · Replies 22 · [link](https://x.com/const_reborn/status/2082430907080671286) ### 2026-07-28 19:00 UTC · QUOTE > Unbelievable work from @metanova who has taken incentive from a pure digital abstraction all the way to physical drug creation. Likes 304 · Reposts 42 · Quotes 1 · Replies 12 · [link](https://x.com/const_reborn/status/2082179496375935162) ### 2026-07-27 18:19 UTC · QUOTE > Generative adversarial mining: a crypto economic system for building SOTA deepfake detectors. > > https://t.co/TtzIJ8Gv10 https://t.co/1gTwt7kwAh Likes 162 · Reposts 21 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2081806824454394172) ### 2026-07-27 11:31 UTC · REPLY > @Pete_o_Burg losing to google Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2081703989595214318) ### 2026-07-27 10:54 UTC · QUOTE > companies who frame their moat in fiat will always lose. https://t.co/Y3AYl9YfvE Likes 215 · Reposts 17 · Quotes 3 · Replies 13 · [link](https://x.com/const_reborn/status/2081694603372028315) ### 2026-07-26 22:33 UTC · REPLY > @AltcoinMillie @Donaxbt @opentensor Dm me Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2081508316803416098) ### 2026-07-26 21:48 UTC · REPLY > @Donaxbt @opentensor What’s your username Likes 20 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2081497009085661412) ### 2026-07-26 17:32 UTC · REPLY > @jack Go Jack! Likes 78 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2081432400098128045) ### 2026-07-26 16:18 UTC · REPLY > @OfficialLoganK Validation engineering* Likes 31 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2081413850994262369) ### 2026-07-26 16:08 UTC · QUOTE > The beauty of blockchain is the lack of alternative https://t.co/kHRr7Fm0zY Likes 307 · Reposts 21 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2081411364409442736) ### 2026-07-26 11:40 UTC · REPLY > @gring01234 All revolutions are enemies of the status quo Likes 17 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2081344025882169346) ### 2026-07-26 11:31 UTC · REPLY > @heydittoai Liquid Glass ditto Likes 54 · Reposts 5 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2081341676363145458) ### 2026-07-26 11:30 UTC · QUOTE > The cardinals of closed AI applaud the piety of open source, not realizing it will one day burn their churches. https://t.co/kvaLvmRtlN Likes 293 · Reposts 32 · Quotes 2 · Replies 19 · [link](https://x.com/const_reborn/status/2081341409215312096) ### 2026-07-24 17:26 UTC · QUOTE > Faster https://t.co/G9oub4j1eR Likes 129 · Reposts 12 · Quotes 4 · Replies 15 · [link](https://x.com/const_reborn/status/2080706298207690824) ### 2026-07-24 16:16 UTC · REPLY > @tao_Alph Watch next week Likes 248 · Reposts 22 · Quotes 26 · Replies 40 · [link](https://x.com/const_reborn/status/2080688489910120928) ### 2026-07-24 11:32 UTC · QUOTE > Very novel approach for mechanism design from 91. https://t.co/kzGhAolF8e Likes 109 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2080616997226701041) ### 2026-07-24 01:14 UTC · QUOTE > Gorgeous https://t.co/ScLKgG928x Likes 134 · Reposts 14 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2080461550435926222) ### 2026-07-23 11:59 UTC · REPLY > @andrewqu We built many continuous benchmarks for Affine over the last year also. Each needs to be synthetically generated in real time or the miners overfit. > > https://t.co/9mESS2szqy Likes 66 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2080261576267796847) ### 2026-07-23 10:55 UTC · QUOTE > Fiat-funded, fiat-protected and fiat-controlled US and foreign labs will increasingly become reliant on Big Government/Federal Reserve > > In exchange, those same elites will seek privileged access, propogandization, censorship, and monopoly over intelligence and over our minds and ultimately our freedom of thought. > > Alternate ways of organizing -- bottom up and outside of these regimes -- is our only hope in an era of intelligence fascism. Likes 285 · Reposts 62 · Quotes 5 · Replies 14 · [link](https://x.com/const_reborn/status/2080245516105900060) ### 2026-07-22 11:06 UTC · REPLY > @decoding_things @AlgodTrading @engyai @bittensor I think they will do a very good job. Likes 78 · Reposts 5 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2079885852260393453) ### 2026-07-21 23:24 UTC · QUOTE > normal bittensor miner tbh https://t.co/gOT5x4QvAR Likes 344 · Reposts 30 · Quotes 1 · Replies 12 · [link](https://x.com/const_reborn/status/2079709196832948544) ### 2026-07-21 23:21 UTC · QUOTE > One of the best engineers working on usable trusted executions layers -- one the backbones of Bittensor. https://t.co/mZJuXQsw5B Likes 238 · Reposts 23 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2079708268662845916) ### 2026-07-20 18:02 UTC · REPLY > @JettMonroe0x @say_gm_ Miners register on the network and get paid for the number of credits they can bring, eventually that hits an equilibrium where miners get credits at the cheapest prices possible. Likes 12 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2079265731884044361) ### 2026-07-20 17:49 UTC · ORIGINAL > The headline is that @say_gm_ is the first verifiably private router. > > In small print, its also permissionless -- so the cost to the user is dropped continuously by markets. > > https://t.co/8skMFGIQlW Likes 248 · Reposts 49 · Quotes 3 · Replies 18 · [link](https://x.com/const_reborn/status/2079262527339237533) ### 2026-07-20 14:54 UTC · QUOTE > St John Durbin silently doing Gods work. https://t.co/85UOYaZm7O Likes 307 · Reposts 39 · Quotes 3 · Replies 11 · [link](https://x.com/const_reborn/status/2079218422550769703) ### 2026-07-19 13:18 UTC · QUOTE > Say what you will about Malaysian law, but isolated tech hubs with weak connection to the host state, its people, language or culture, which import entrepreneurs to live amongst themselves will always have this problem. https://t.co/vQtMCqF745 Likes 73 · Reposts 14 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/2078831816014778546) ### 2026-07-17 16:06 UTC · QUOTE > I take @WSquires on this one https://t.co/RbzUIcVhUu Likes 121 · Reposts 5 · Quotes 5 · Replies 18 · [link](https://x.com/const_reborn/status/2078149296524857377) ### 2026-07-17 15:27 UTC · QUOTE > Prompt to video games > > Going to be insane fun to make games in the future with models trained on Bittensor https://t.co/Y2GHmdY1Tt Likes 186 · Reposts 25 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/2078139490049106142) ### 2026-07-17 11:22 UTC · REPLY > Honestly it could happen to you too, from what i heard about the attack it was coordinated and sophisticated. > > Don’t think that going after the subnet owner here is warranted, they are doing all the right things in response to a situation which damaged them personally more than any other group. > > At this point the social pile-on is really dissonant. Likes 51 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2078077895998611816) ### 2026-07-17 08:43 UTC · QUOTE > Bandwidth + Storage + Compute = ? Likes 208 · Reposts 25 · Quotes 1 · Replies 11 · [link](https://x.com/const_reborn/status/2078037769155178559) ### 2026-07-17 00:29 UTC · QUOTE > Cool thing I learned today: locking Nodexo's alpha token mints you daily GPU credits. https://t.co/6LwEwspeqc Likes 149 · Reposts 13 · Quotes 4 · Replies 13 · [link](https://x.com/const_reborn/status/2077913617911984362) ### 2026-07-17 00:24 UTC · QUOTE > The best thing about making a mechanism instead of a company is that it scales itself. Likes 275 · Reposts 34 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/2077912333939073147) ### 2026-07-16 12:16 UTC · REPLY > @Jason @KyleSamani @Lons Already messaged him :) Likes 34 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2077729194478375134) ### 2026-07-16 12:11 UTC · REPLY > @Jason @KyleSamani Ok Likes 41 · Reposts 0 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/2077727848232603672) ### 2026-07-02 20:38 UTC · QUOTE > compute is a commodity, inference is a commodity, but so is signal, information, and intelligence. > > Imagine markets not measured as flops or tokens-per- second, but KL divergence, RL reward, and loss reduction. Likes 256 · Reposts 41 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/2072781938339750034) ### 2026-07-02 15:26 UTC · QUOTE > Congrats to the team and miners on Subnet 23 who just reached SOTA. > > When the incentives work, they invariably win. https://t.co/E7v8MDISN6 Likes 349 · Reposts 52 · Quotes 3 · Replies 17 · [link](https://x.com/const_reborn/status/2072703556323356965) ### 2026-07-02 12:27 UTC · REPLY > @TMtheOG We already do: 1k TAO per day in revenue is sold back to TAO holders from subnet tokens every day. Likes 15 · Reposts 1 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2072658352073523404) ## 2026-06 ### 2026-06-25 20:42 UTC · REPLY > @TAOTemplar Yeah now come to Novelty Search Likes 56 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2070246207767671063) ### 2026-06-25 16:06 UTC · REPLY > If you can beat the last guy then that miner takes the rewards so it drives innovation. > > Probably one of the most sophisticated LLM as a judge systems ever made. > > LLM as an entire innovation stack. Likes 53 · Reposts 4 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/2070176793479303666) ### 2026-06-25 16:06 UTC · REPLY > Next, that same LLM runs a coding review on the submissions, reading every line of code. > > Afterwards it runs the coding harness on a broad set of tasks (like writing code) > > Then the agent evaluates the rollouts from those rollouts for correctness, speed and uses its own intelligence to evaluate > > "did this update make the new version better?" Likes 51 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2070176791835070599) ### 2026-06-25 16:06 UTC · REPLY > This one should blow your mind: Ninja is just a coding harness like Claude or Cursor but it exists as a single Github repo fully managed by an AI agent. > > The agent gets PRs submitted to it by anyone with a crypto wallet, fully anonymous and permissionlessly. Likes 62 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2070176790019031074) ### 2026-06-25 16:06 UTC · QUOTE > Nice frontend -- but did you know? The Ninja harness (coding agent shown below) is optimized 24/7 by swarms of anonymous AI agents? https://t.co/SVSnnbMyzm https://t.co/P7C2fJQv2g Likes 234 · Reposts 42 · Quotes 5 · Replies 16 · [link](https://x.com/const_reborn/status/2070176786822910221) ### 2026-06-24 00:00 UTC · ORIGINAL > do you smell it? Bittensor is cooking. Likes 1153 · Reposts 184 · Quotes 24 · Replies 116 · [link](https://x.com/const_reborn/status/2069571359777153318) ### 2026-06-23 16:22 UTC · QUOTE > A opensource-private-minable-router perhaps? > > @mogmachine when can I switch? https://t.co/To5CAPm0Tx Likes 192 · Reposts 21 · Quotes 3 · Replies 5 · [link](https://x.com/const_reborn/status/2069455989208653954) ### 2026-06-23 02:24 UTC · REPLY > @gavinzaentz Banger Likes 46 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2069245092687143194) ### 2026-06-23 01:21 UTC · ORIGINAL > https://t.co/vz86q4qoyy Likes 562 · Reposts 117 · Quotes 46 · Replies 49 · [link](https://x.com/const_reborn/status/2069229442522599847) ### 2026-06-21 18:17 UTC · ORIGINAL > https://t.co/oTZgBLysos Likes 1088 · Reposts 306 · Quotes 120 · Replies 124 · [link](https://x.com/const_reborn/status/2068760333787808043) ### 2026-06-21 14:17 UTC · REPLY > @MaxScore @lium_io Heard you can mine 44 pretty soon like this Likes 50 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2068699741794320755) ### 2026-06-21 14:06 UTC · QUOTE > The future of work is just you and a good loop https://t.co/OqykoqoW4n Likes 176 · Reposts 21 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/2068696962073853988) ### 2026-06-20 02:14 UTC · REPLY > @Investing88ai This is true. The subnet that optimizes the meta subnet. Likes 50 · Reposts 1 · Quotes 2 · Replies 0 · [link](https://x.com/const_reborn/status/2068155586441580585) ### 2026-06-20 00:59 UTC · ORIGINAL > https://t.co/iVHvnURLfB Likes 752 · Reposts 217 · Quotes 70 · Replies 94 · [link](https://x.com/const_reborn/status/2068136709439517112) ### 2026-06-19 19:34 UTC · REPLY > @YumaGroup https://t.co/1IIcENh2qZ Likes 16 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2068054930250731526) ### 2026-06-19 19:21 UTC · REPLY > @LukitaTao point by point Likes 43 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2068051455286649005) ### 2026-06-19 19:20 UTC · REPLY > @LukitaTao https://t.co/QfBs3j4Fbw Likes 67 · Reposts 4 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2068051422998868238) ### 2026-06-19 19:08 UTC · REPLY > @YumaGroup https://t.co/QfBs3j4Fbw Likes 24 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2068048233478136224) ### 2026-06-19 19:07 UTC · ORIGINAL > https://t.co/AwziWr3RJP Likes 525 · Reposts 125 · Quotes 54 · Replies 90 · [link](https://x.com/const_reborn/status/2068048024987656603) ### 2026-06-19 03:02 UTC · REPLY > @JKsTrades All things that fall immediately out of the design, and yes. Correct on all points. Likes 8 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2067805068334616610) ### 2026-06-18 00:04 UTC · REPLY > @arespro @numinous_ai @numinous_ai Likes 32 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2067397902020841798) ### 2026-06-17 15:15 UTC · REPLY > @Bartrader69 @TMtheOG In the U.S., you are usually not taxed when a fund basket NAV rises. That is an unrealized gain. Thus you could argue root holders can defer now. Likes 23 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2067264962620178813) ### 2026-06-17 14:24 UTC · QUOTE > Machines of anonymous engineers the optimize inference engines faster than nation state funded labs https://t.co/Z6uCAf6QbV https://t.co/DQaCEvMzKH Likes 270 · Reposts 45 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/2067252117379699094) ### 2026-06-17 14:12 UTC · REPLY > 1) we keep more value in alpha by turning off net negative root sell pressure. This means sum of subnet prices increase, TAO revenue increases, validators are selected for and optimized to make the network profitable. > > 2) teams get steadier investment from large aligned participants (validators) to help tame the volatility of dtao’s small-player-market, which has been lacking in structure and guidance. > > 3) more alpha exposure means more two-sided markets, more holders, and validators allocating into bad sub networks creates risk for those subnets, EXPOSING bad actors. > > 4) standardization and transparency around how alpha basket funds are already being created (Mentat Trusted and Crucible). > > 5) easy and direct exposure for institutional capital into alpha, which doesn’t exist. > > 6) the reintegration and realignment of the validator class which are smart, technical community members and large holders, looking to apply themselves. > > 7) it’s already on the chain, as it was the original goal for validators post dTao which didn’t launch in Feb 2025 (25 lines of code) > > 8) it’s the symmetrical application to Bittensor itself, subnet validators optimize commodities, root validators optimize TAO revenue. > > Come to NS this week, i will flesh all of this out. Likes 167 · Reposts 33 · Quotes 4 · Replies 11 · [link](https://x.com/const_reborn/status/2067249077545324874) ### 2026-06-17 12:53 UTC · REPLY > @TMtheOG 🫡 Likes 40 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2067229117561315583) ### 2026-06-16 20:53 UTC · REPLY > @taostrioti Yield is what TAO holders acquire for dilution (the inflation of TAO itself), putting that quality under competitive optimization is the exact thing we should be optimizing -- at least from the vantage point of protocol revenue. Likes 9 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2066987554117738917) ### 2026-06-16 20:49 UTC · REPLY > @demir_mevlt they assume no risk on their principle. Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2066986508947439958) ### 2026-06-16 20:48 UTC · REPLY > @demir_mevlt @taostrioti zero loss potential Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2066986392635195830) ### 2026-06-16 20:26 UTC · REPLY > In the same way that Mentat minds, or trusted stake or crucible (which perform this exact operation today) are already held accountable -- by the yield they accrue to their stakers, a quality that did not exist on the previous root network. Likes 49 · Reposts 2 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/2066980713677631614) ### 2026-06-16 17:06 UTC · REPLY > Who wants to make it? Likes 97 · Reposts 0 · Quotes 0 · Replies 15 · [link](https://x.com/const_reborn/status/2066930484890759644) ### 2026-06-16 17:04 UTC · QUOTE > Ok https://t.co/25T3UOznAg Likes 242 · Reposts 18 · Quotes 2 · Replies 13 · [link](https://x.com/const_reborn/status/2066929968089612444) ### 2026-06-16 16:24 UTC · REPLY > @buzzli8yr @thecryptogus @AlgodTrading no. Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2066919795044335788) ### 2026-06-16 16:14 UTC · REPLY > @thecryptogus @AlgodTrading That's ethical of you, but there is nothing in the protocol that stops you from doing that, in the same way that there is nothing in the protocol that stops a current validators *from* doing it, upgrade or not -- in other words your point is moot. Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2066917271927189752) ### 2026-06-16 16:08 UTC · REPLY > @buzzli8yr @thecryptogus @AlgodTrading I don't get your point, it literally is exactly that: passive yield. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2066915728335266225) ### 2026-06-16 16:07 UTC · REPLY > @thecryptogus @AlgodTrading I mean, you could own a subnet? and most validators don't own subnets (7 of top 10), and there is no ingrained relationship between a validator and owning a subnet, they are just participants in the ecosystem. Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2066915501293392324) ### 2026-06-16 16:04 UTC · REPLY > @buzzli8yr @AlgodTrading @TrustedStake @mentatminds It actually insanely simple: your root staking yield is curated. For a user it means nothing more than they get a higher or lower APY across validators based on their performance (a.k.a the exact same way it is today ... ) > > People just freak out about everything. Likes 21 · Reposts 2 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2066914730673897933) ### 2026-06-16 14:56 UTC · REPLY > @AlgodTrading @TrustedStake @mentatminds Either way, @AlgodTrading you're welcome up on stage to chat it out on Thursday NS (and anyone else for that matter). > > Looking forward to it. Likes 94 · Reposts 3 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2066897773375410401) ### 2026-06-16 14:54 UTC · REPLY > @AlgodTrading The irony is that this change merely protocolizes what @TrustedStake and @mentatminds are already doing:redistributing your yeild. > > Does the mere integration of an already running process into a transparent and standardized system beget us to become $luna? Likes 81 · Reposts 5 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2066897283002544430) ### 2026-06-16 14:42 UTC · ORIGINAL > Building in the open means getting criticism from all sides. > > It's also proof that we are doing this right: the true Open Intelligence Network. Likes 591 · Reposts 74 · Quotes 10 · Replies 52 · [link](https://x.com/const_reborn/status/2066894228324585619) ### 2026-06-16 14:10 UTC · REPLY > @thecryptogus @AlgodTrading Fundamentally we’re just building Mentat minds into the protocol. If you look at the PR, this is not much different than any of your redistribution products, except standardized. Now subnets owners have more players, more competition for allocating organizations. Likes 18 · Reposts 2 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2066886067815387211) ### 2026-06-16 13:21 UTC · REPLY > Pre dTao this wasn’t possible. Now root stakers can watch an respond to bad Validators in real time. If they push their own subnets, that shows up as bad yield. > > You’re fundamentally missing the point if you don’t grok that it is yield that keeps validators in check — something that the root network never had, and why we needed to build dynamic first. Likes 207 · Reposts 18 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/2066873720803557452) ### 2026-06-16 13:16 UTC · REPLY > @xavi3rlu Take rates are irrelevant to this, weight copying on root just agrees with the consensus take from other validators. Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2066872516576965023) ### 2026-06-16 13:07 UTC · REPLY > @DeFimorphosis It already works that way, it is for example why taobot, and unknown anon validator managed to take the top spot on Bittensor by yield maximizing. Likes 13 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2066870371798687775) ### 2026-06-16 13:03 UTC · QUOTE > Easy: the yield of their stakers. https://t.co/OyvryrTDoR Likes 115 · Reposts 5 · Quotes 1 · Replies 22 · [link](https://x.com/const_reborn/status/2066869155513438367) ### 2026-06-16 03:13 UTC · REPLY > @sebyrubino It’s happened to the best of us mate, don’t worry about it, everyone I’ve seen this thing happen to recovers. Likes 109 · Reposts 3 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/2066720892323873176) ### 2026-06-15 20:14 UTC · ORIGINAL > root is coming back, and it's going to be glorious Likes 636 · Reposts 67 · Quotes 25 · Replies 80 · [link](https://x.com/const_reborn/status/2066615306944917611) ### 2026-06-15 19:58 UTC · REPLY > @varun_mathur @EffortCapital Varun you are retarded bro Likes 16 · Reposts 1 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2066611418128892128) ### 2026-06-15 19:58 UTC · REPLY > @EffortCapital The consensus is built around stake weighted subjective voting. > > In other words, if 51% of people run this honest code, then i need to agree with them (copy) or run it myself (validate) > > It generates hard consensus on subjective things, if you want it to. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2066611306354880561) ### 2026-06-15 19:54 UTC · REPLY > @FacetSir @KyleSamani @AlgodTrading He actually didn’t chicken, it just didn’t go through. Likes 1 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2066610215223509471) ### 2026-06-13 21:55 UTC · REPLY > @_0xghost_ @QuasarModels @MacrocosmosAI @TargonCompute @chutes_ai @affine_io @actualinc … > > Decentralized Decentralized AI Likes 344 · Reposts 51 · Quotes 10 · Replies 14 · [link](https://x.com/const_reborn/status/2065915896460095531) ### 2026-06-13 21:50 UTC · ORIGINAL > The best teachers will be LLMs. The best feedback will be monetary. The best models will train competitively. The best AI company will be co-owned. The best software will be open source. And there is only one way to get all of it. Likes 788 · Reposts 142 · Quotes 23 · Replies 32 · [link](https://x.com/const_reborn/status/2065914716589850671) ### 2026-06-13 13:47 UTC · QUOTE > @BitMindAI https://t.co/lRteATqDya Likes 66 · Reposts 1 · Quotes 0 · Replies 11 · [link](https://x.com/const_reborn/status/2065793244940636334) ### 2026-06-13 01:27 UTC · REPLY > @AnthropicAI And just like that we collectively saw the future of inequality Likes 2588 · Reposts 262 · Quotes 24 · Replies 52 · [link](https://x.com/const_reborn/status/2065606907855831301) ### 2026-06-11 18:51 UTC · ORIGINAL > If you think software is your moat above all other things, you're going to have a bad time Likes 218 · Reposts 25 · Quotes 2 · Replies 17 · [link](https://x.com/const_reborn/status/2065144999155507394) ### 2026-06-10 22:20 UTC · REPLY > That is: pounding on the walls of ineffective and unbalanced power. Likes 35 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2064835052374986781) ### 2026-06-10 22:19 UTC · REPLY > Warns about everything except the obvious thing: that hyper wealth and power concentration is the lever for true separation and then abuse by machine on humanity. > > We become Gaza. Likes 135 · Reposts 12 · Quotes 2 · Replies 11 · [link](https://x.com/const_reborn/status/2064834911492563380) ### 2026-06-10 22:17 UTC · QUOTE > The ladder between man and Elysium https://t.co/lUdT9Uzskj Likes 105 · Reposts 9 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2064834346893074873) ### 2026-06-10 12:24 UTC · QUOTE > Cool, but I prefer optimization competitions where you own the company rather than work for it. https://t.co/Lrz7Fj7qVy Likes 236 · Reposts 36 · Quotes 2 · Replies 15 · [link](https://x.com/const_reborn/status/2064685180564947052) ### 2026-06-09 13:56 UTC · REPLY > @teortaxesTex Its a team of super young cracked engineers testing out the frontier of decentralized training and long context models. Likes 169 · Reposts 14 · Quotes 5 · Replies 2 · [link](https://x.com/const_reborn/status/2064345889762590840) ### 2026-06-08 20:25 UTC · QUOTE > 5M context length agentic model from Quasar. Likes 367 · Reposts 65 · Quotes 5 · Replies 13 · [link](https://x.com/const_reborn/status/2064081353440624644) ### 2026-06-07 17:38 UTC · ORIGINAL > Fiat used to print cash. Now it prints GPUs. > > Either way, it all ends up flowing into the protocols. Likes 377 · Reposts 44 · Quotes 4 · Replies 9 · [link](https://x.com/const_reborn/status/2063676945137623253) ### 2026-06-06 19:53 UTC · REPLY > @plebtensor @AlgodTrading He’s not a clown. Def polarizing though. Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2063348568123981837) ### 2026-06-06 19:52 UTC · REPLY > @Sebtensor @AlgodTrading Yes we are talking offline, thanks @Sebtensor Likes 19 · Reposts 1 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2063348330046828552) ### 2026-06-06 19:34 UTC · REPLY > @amirsrtp @aspinall_arron @AlgodTrading Yes, he bought contracts from people that were selling them. Nothing wrong with that. Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2063343838530249160) ### 2026-06-06 19:21 UTC · REPLY > @AlgodTrading @jeremyletsgooo He did do that btw @jeremyletsgooo Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2063340625215287492) ### 2026-06-06 19:20 UTC · REPLY > @amirsrtp @aspinall_arron @AlgodTrading @AlgodTrading is a genius actually, i rate him highly. Likes 55 · Reposts 2 · Quotes 4 · Replies 9 · [link](https://x.com/const_reborn/status/2063340317139444187) ### 2026-06-06 18:43 UTC · REPLY > Pretty nasty ad hominem response to someone arguing in good faith here. Why not mention your failed subnets @AlgodTrading ? > > Kaito, Myshell, Efficient Frontier? Pretty rich of you to take that cheap shot when Macrocosmos is delivering massively on 9 and increasingly on 1 and 13 still while your teams silently took money and ran? Likes 325 · Reposts 16 · Quotes 5 · Replies 24 · [link](https://x.com/const_reborn/status/2063331012244045849) ### 2026-06-06 14:42 UTC · REPLY > @LamidaGlobal It’s just top 20 in price Likes 30 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2063270265836965939) ### 2026-06-06 12:52 UTC · REPLY > @ahmd2ta Agreed. Stoked we are training on 3 with you guys Likes 71 · Reposts 8 · Quotes 3 · Replies 2 · [link](https://x.com/const_reborn/status/2063242711654654031) ### 2026-06-05 22:37 UTC · REPLY > @WSquires @AlgodTrading Will with the obvious, cheers Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2063027486103904627) ### 2026-06-05 13:51 UTC · REPLY > @AlgodTrading Thank you. And yes. Likes 32 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2062895071628861739) ### 2026-06-05 13:38 UTC · REPLY > @AlgodTrading Just to be clear, this is not retroactive. It applies only to newly bought alpha. It is a forward effecting change. Likes 72 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2062891802231751091) ### 2026-06-05 09:57 UTC · REPLY > @AlgodTrading tokens bought by the chain are the chains. It isn’t theft for tao holders to have those returned when a project exits the ecosystem. These are all clear changes that shore up the incentive landscape and protect the network and its holders. Likes 184 · Reposts 12 · Quotes 2 · Replies 14 · [link](https://x.com/const_reborn/status/2062836160242561457) ### 2026-06-03 23:23 UTC · REPLY > @AlgodTrading @IOTA_SN9 🔜 Likes 106 · Reposts 4 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2062314186261020919) ### 2026-06-03 23:22 UTC · QUOTE > It’s a cyclical economy, rather than a hierarchical one. > > And that will make all the difference https://t.co/6IgGcBdOTN Likes 171 · Reposts 19 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/2062313950906114229) ### 2026-06-03 19:41 UTC · ORIGINAL > Just orchestrated a 128 node permissionless decentralized training run, in 5 minutes, for 5 TAO, via @IOTA_SN9 > > They can do this up to 100B param models. > Unbelievable. > > https://t.co/hJGZ6O5NrU https://t.co/jvHwDajAUw Likes 866 · Reposts 177 · Quotes 27 · Replies 43 · [link](https://x.com/const_reborn/status/2062258366739550618) ### 2026-06-03 07:54 UTC · REPLY > @Cats_CR @jessewldn It is on 97 Likes 7 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2062080371613745446) ### 2026-06-03 07:52 UTC · REPLY > Bittensor is thus not just a platform for building those technologies and getting funding for them, it’s also a go to market strategy. Likes 121 · Reposts 9 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2062079901868474748) ### 2026-06-03 07:51 UTC · REPLY > For this reason each subnet on Bittensor is intrinsically a force multiplier for others and collectively the stack of decentralized commodities natively integrate first with each other. Likes 107 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2062079625736462485) ### 2026-06-03 07:49 UTC · QUOTE > The beauty of decentralized technologies is that they beget each other, a protocol of decentralized compute is only relevant when there is a protocol for decentralized training. https://t.co/xHNXMZ3Xel Likes 275 · Reposts 42 · Quotes 2 · Replies 11 · [link](https://x.com/const_reborn/status/2062079289613242850) ### 2026-06-02 11:36 UTC · REPLY > @jessewldn LLMs as judges are one way we can turn qualities into computational quantities. Intelligence as a measure of itself. Likes 22 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2061773969666068968) ### 2026-06-01 19:05 UTC · REPLY > @synergydotsai Limp Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2061524668008264007) ### 2026-06-01 19:05 UTC · REPLY > @MacrocosmosAI AGI, also known as the teams and miners on Bittensor Likes 146 · Reposts 11 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2061524590480835005) ### 2026-06-01 19:04 UTC · REPLY > @simioape 15 percent is a good amount for the largest decentralized training run ever. I’ll take that bet. https://t.co/Yqud9urctH Likes 72 · Reposts 8 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2061524223038747033) ### 2026-06-01 14:31 UTC · REPLY > @chutes_ai Bravo Likes 57 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2061455605257158951) ### 2026-06-01 10:07 UTC · REPLY > @stspanho I’ve always wanted to make a zombie based running app where too get chased and killed if you don’t sprint from location to location Likes 48 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2061389187039760884) ### 2026-06-01 08:41 UTC · ORIGINAL > Expect to see hundreds of crypto-AI protocols selling different intelligence commodities: a web of vertically integrated systems made agentic and cryptographically liquid. Likes 386 · Reposts 49 · Quotes 3 · Replies 25 · [link](https://x.com/const_reborn/status/2061367634625515696) ## 2026-05 ### 2026-05-30 07:32 UTC · REPLY > @ahmd2ta data… Likes 38 · Reposts 1 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/2060625398421917782) ### 2026-05-29 11:12 UTC · REPLY > @wouterhar Bravo Likes 34 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2060318464179347659) ### 2026-05-29 08:25 UTC · QUOTE > The final variant of the auto-research loop is the research proof-of-work loop https://t.co/cCY9r8HeGD Likes 155 · Reposts 20 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/2060276456375144888) ### 2026-05-28 15:22 UTC · REPLY > @Awaki18 @Al_3194 yes cryptographically Likes 26 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2060018921084690448) ### 2026-05-28 14:47 UTC · ORIGINAL > TEE routed private inference: > > https://t.co/M10uH2LTv9 Likes 223 · Reposts 44 · Quotes 7 · Replies 14 · [link](https://x.com/const_reborn/status/2060010177630277796) ### 2026-05-28 14:46 UTC · REPLY > @mogmachine you mean: if we revived corcel ... Likes 44 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2060009912646729813) ### 2026-05-28 05:32 UTC · REPLY > @hardmaru Very interesting to @Clashluke ‘s work Likes 13 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2059870392563409057) ### 2026-05-27 20:00 UTC · REPLY > @jon_durbin changing the architectures to fit decentralized training is certainly the way to go. Likes 86 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2059726448621986002) ### 2026-05-27 14:02 UTC · REPLY > Pretty cool open agentic trading arena from Astrid. Likes 77 · Reposts 4 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/2059636354141536635) ### 2026-05-27 14:01 UTC · ORIGINAL > https://t.co/HSrsnzxJlj Likes 171 · Reposts 27 · Quotes 5 · Replies 7 · [link](https://x.com/const_reborn/status/2059636122758586591) ### 2026-05-26 19:24 UTC · REPLY > @Watata100 I feel the same way @Watata100 Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2059355008290742592) ### 2026-05-25 11:47 UTC · REPLY > @taoreserve @atl_btd_rekt It’s an extension of the market mechanism through which we can attain proper price discovery and thus emission Likes 12 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2058877675645661248) ### 2026-05-25 10:55 UTC · QUOTE > Trying for free AGI the “same old way” will fail. > > We cannot take on the giants of fiat capital by playing the same game. > > We can however invent new games, ways of aggregating compute, and organizing engineers that out compete along the dimensions of efficient organization. > > This is the only path forward. Likes 278 · Reposts 42 · Quotes 7 · Replies 8 · [link](https://x.com/const_reborn/status/2058864437021303069) ### 2026-05-25 08:13 UTC · REPLY > @Yizhiyangfund 马上得天下，不能马上治天下。 > 这是短期之策。 Likes 108 · Reposts 7 · Quotes 1 · Replies 11 · [link](https://x.com/const_reborn/status/2058823805120749676) ### 2026-05-24 19:15 UTC · ORIGINAL > By an overwhelming margin. Each subnet on Bittensor is loved by many. So incredible to see. Likes 555 · Reposts 71 · Quotes 1 · Replies 29 · [link](https://x.com/const_reborn/status/2058628062812541344) ### 2026-05-23 15:38 UTC · QUOTE > It’s called the YC model. Airbnb did it also. Lure your customer to lock in and then monopolize and jack up prices. They will do it with inference also. Hence the essentialism of commoditized inference. @chutes_ai https://t.co/1vI0fAf1xa Likes 258 · Reposts 32 · Quotes 1 · Replies 10 · [link](https://x.com/const_reborn/status/2058210976156070163) ### 2026-05-22 13:42 UTC · REPLY > @matthewabides @zachxbt @zachxbt is a hero and a genius. > People donate to him because he is a hero. > > Doxxing him and putting his life at risk. > What a heinous thing to do. Likes 152 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2057819480114245758) ### 2026-05-22 11:38 UTC · REPLY > well of course, one is the instantaneous increase in liquidity and the other is the absolute sum. > > It is easy to confuse people who don't understand that while there are always going to be short term pertubations in the emission, by and large, the best subnets on Bittensor (those on the right hand side of your display) have been rewarded the most liquidity. > > This is not to say that there are many great ways to continue aligning and improving the emission system on Bittensor. Likes 36 · Reposts 1 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2057788263604056108) ### 2026-05-22 11:21 UTC · REPLY > @simioape Here are the real numbers for people who understand calculus. https://t.co/yADS8kjtzi Likes 147 · Reposts 15 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/2057783982419235106) ### 2026-05-20 20:39 UTC · REPLY > @Pluralis Congrats Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2057199458291478876) ### 2026-05-20 07:16 UTC · QUOTE > recursively improving companies. https://t.co/3YHNMfvaVf https://t.co/p8TXVWPEVF Likes 178 · Reposts 26 · Quotes 0 · Replies 8 · [link](https://x.com/const_reborn/status/2056997515828904008) ### 2026-05-18 19:47 UTC · QUOTE > Very elegant Synthetic SWE method from Cursor https://t.co/o1d6nJ9uyA https://t.co/enM0nAW58r Likes 137 · Reposts 12 · Quotes 4 · Replies 4 · [link](https://x.com/const_reborn/status/2056461710563696974) ### 2026-05-18 19:02 UTC · REPLY > @Clashluke * it was 10000x slower than @Clashluke 's single 4090 yesterday Likes 39 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2056450245102330353) ### 2026-05-18 07:56 UTC · ORIGINAL > SOTA per day is the new metric. https://t.co/nbn1vopWBY Likes 261 · Reposts 48 · Quotes 5 · Replies 16 · [link](https://x.com/const_reborn/status/2056282642354446576) ### 2026-05-17 12:34 UTC · REPLY > @DragulaCapital @opentensor That’s exactly what i did propose Likes 22 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2055990276540277050) ### 2026-05-17 07:46 UTC · ORIGINAL > First it is the model, the llm. > > Then it is the harness, the backend and the tool calls. > > Next it is the agent, the memory and the planning. > > From there it becomes the organization, the swarm, and your orchestrator. > > And then it becomes the protocol, a connective market, incentives and their governance. Likes 475 · Reposts 83 · Quotes 6 · Replies 22 · [link](https://x.com/const_reborn/status/2055917811852034179) ### 2026-05-17 07:45 UTC · ORIGINAL > First it is the model, the llm. > > Then it is the harness, the backend and the tool calls. > > Next it is the agent, the memory and the planning. > > From there is becomes the organization, the swarm, and your orchestrator. > > And then it becomes the protocol, a connective market, incentives and their governance. Likes 3 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2055917625293586881) ### 2026-05-17 07:28 UTC · QUOTE > Not just compute, but also compute, and also its product: intelligence. https://t.co/zC4EWwHZVH Likes 195 · Reposts 26 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2055913275657752687) ### 2026-05-15 20:36 UTC · REPLY > @potbellyman123 @opentensor just invite me on next time instead Likes 198 · Reposts 8 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/2055386777582518615) ### 2026-05-15 20:32 UTC · REPLY > @potbellyman123 @Pop_Collapse no Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2055385830932230413) ### 2026-05-15 15:03 UTC · REPLY > @redtachyon Its pretty wild cursor and claude didn't do this earlier, I knew like 5 people custom building the same thing Likes 45 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2055303087758164066) ### 2026-05-13 19:49 UTC · REPLY > Built on @hippius_subnet i just learned Likes 70 · Reposts 2 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2054650285134418380) ### 2026-05-13 19:33 UTC · QUOTE > Speed demons https://t.co/UvCHf94JgU Likes 172 · Reposts 23 · Quotes 3 · Replies 2 · [link](https://x.com/const_reborn/status/2054646266328408312) ### 2026-05-13 15:13 UTC · QUOTE > all companies become protocols which align agents. https://t.co/Wx57kudM4O Likes 223 · Reposts 38 · Quotes 5 · Replies 5 · [link](https://x.com/const_reborn/status/2054580918979801368) ### 2026-05-12 15:45 UTC · REPLY > @hellasdotai you can share it, but it would be default private just like dropbox or google drive. Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2054226418947469451) ### 2026-05-12 14:07 UTC · REPLY > Just got of a call with the ditto team and told them: give me an MCP which saves all my sessions in one place and allows me to share and open source them at will. > > Who needs neural link when we are already uploading our thoughts to the AI? Likes 108 · Reposts 16 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/2054201794494902700) ### 2026-05-12 14:05 UTC · QUOTE > The dropbox of AI memory will be the future of research, documentation, skill banks, and how we work together in general. > > Direct download the global hippocampus. https://t.co/g44caBV4Pg Likes 243 · Reposts 52 · Quotes 5 · Replies 14 · [link](https://x.com/const_reborn/status/2054201271721042184) ### 2026-05-12 10:16 UTC · REPLY > @LamidaGlobal Just fork! this is OSS tech. Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2054143790781223006) ### 2026-05-11 20:37 UTC · REPLY > @VenturaLabs @TAOTemplar I agree Likes 41 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2053937665645367468) ### 2026-05-11 20:29 UTC · REPLY > @jon_durbin Parallax is an important name in Bittensor Likes 81 · Reposts 5 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2053935563250549064) ### 2026-05-11 11:40 UTC · REPLY > Teutonic 80 B is the largest decentralized training ever. Likes 267 · Reposts 34 · Quotes 9 · Replies 18 · [link](https://x.com/const_reborn/status/2053802447324188766) ### 2026-05-11 11:40 UTC · REPLY > Simply point your agent at the website and give it a compute key (LIUM or Targon), it will figure out the rest. Likes 101 · Reposts 3 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/2053802373810684315) ### 2026-05-11 11:39 UTC · REPLY > We construct the loss landscape as a market: > > Miners compete to win the sequence of updates which take the loss lower. > > This creates a pure incentive-driven loss reduction game across all available compute. Likes 120 · Reposts 4 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2053802196047667233) ### 2026-05-11 11:35 UTC · ORIGINAL > https://t.co/CGODfuW8tc > > Training 80 Likes 564 · Reposts 79 · Quotes 30 · Replies 39 · [link](https://x.com/const_reborn/status/2053801184700346547) ### 2026-05-10 10:58 UTC · REPLY > @mccrinbc @IOTA_SN9 need more time Likes 59 · Reposts 0 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/2053429499866349808) ### 2026-05-07 22:32 UTC · REPLY > @_g_x_g @TAOTemplar @AlgodTrading I highly rate Algod's perspective on many things Likes 33 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2052516919282893155) ### 2026-05-07 08:23 UTC · QUOTE > Come to Novelty Search tonight for more details about the conviction upgrade. > > We will also be sharing the stage with @metanova_labs. https://t.co/dH4NQVYifw Likes 325 · Reposts 60 · Quotes 8 · Replies 13 · [link](https://x.com/const_reborn/status/2052303196597497969) ### 2026-05-07 08:19 UTC · REPLY > @AlgodTrading @markjeffrey @dougsillars Come up on stage tonight for novelty search and we can talk. Likes 98 · Reposts 1 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/2052302267303256178) ### 2026-05-06 08:10 UTC · ORIGINAL > Within 1 minute a GPU provided by an agent on @lium_io is utilized by another to train on @MacrocosmosAI. > > Both are paid by their own markets: the top sells into gradient value and the lower into GPU time. > > Thus the glue is agents and the coordination is TAO. Likes 546 · Reposts 87 · Quotes 7 · Replies 19 · [link](https://x.com/const_reborn/status/2051937551582150893) ### 2026-05-05 14:33 UTC · REPLY > @AlgodTrading I agree. And it helps you understand how the game works and how it is broken. But you need to practice a very high standard of ethics to do it. Likes 117 · Reposts 4 · Quotes 0 · Replies 8 · [link](https://x.com/const_reborn/status/2051671600068440243) ### 2026-05-04 20:00 UTC · ORIGINAL > It’s not long before they start KYC’ing you for model use under the auspices of “security” Likes 324 · Reposts 31 · Quotes 6 · Replies 13 · [link](https://x.com/const_reborn/status/2051391441566351495) ### 2026-05-04 18:35 UTC · ORIGINAL > making subnets on bittensor is just too much fun Likes 650 · Reposts 74 · Quotes 6 · Replies 39 · [link](https://x.com/const_reborn/status/2051370035046748283) ### 2026-05-03 07:27 UTC · REPLY > @TargonCompute shout out to @lium_io which also has a tonne of GPUs right now. Likes 46 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2050839680321491052) ### 2026-05-02 08:55 UTC · ORIGINAL > decentralized GPUs are so hot right now. > @TargonCompute https://t.co/OGKMlU5tQU Likes 633 · Reposts 77 · Quotes 7 · Replies 22 · [link](https://x.com/const_reborn/status/2050499367623114795) ### 2026-05-02 07:19 UTC · ORIGINAL > "tao is uber for everything" - @KibibyteMe Likes 617 · Reposts 96 · Quotes 13 · Replies 27 · [link](https://x.com/const_reborn/status/2050475235711832525) ## 2026-04 ### 2026-04-29 21:21 UTC · REPLY > @arbos_born Nice synthetic benchmark @arbos_born Likes 31 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2049599863491354848) ### 2026-04-28 23:33 UTC · REPLY > @jon_durbin never bet against jon Likes 191 · Reposts 12 · Quotes 2 · Replies 9 · [link](https://x.com/const_reborn/status/2049270791137570998) ### 2026-04-28 20:14 UTC · REPLY > The students at your favorite elite uni use AI to do the homework, the teachers wrote it with AI and will score with AI also. Those same schools market their historically built prestige globally so that international students can exploit the immigration system. The work you do at every level is taken by the same uni at a 40% cut. They hire international marketing teams to feed you that lie. > > Exploit the system. Go straight to the workforce. Mine Bittensor. Likes 416 · Reposts 73 · Quotes 9 · Replies 28 · [link](https://x.com/const_reborn/status/2049220629849890822) ### 2026-04-28 20:07 UTC · ORIGINAL > University is a scam. Learn how to mine Bittensor. Likes 1092 · Reposts 132 · Quotes 24 · Replies 88 · [link](https://x.com/const_reborn/status/2049218909698396522) ### 2026-04-28 05:59 UTC · REPLY > @InfosCryptos That was a joke. Obviously Rayon labs are not bitconnect 😂 Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2049005674227519996) ### 2026-04-27 11:41 UTC · REPLY > @InfosCryptos Huh? Likes 1 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2048729271040979186) ### 2026-04-27 11:36 UTC · QUOTE > Pay per gradient update is much more efficient https://t.co/953WYzSzXC Likes 130 · Reposts 13 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2048728072786980893) ### 2026-04-26 14:03 UTC · REPLY > @Yajiru_1 @opentensor Thank you @Yajiru_1 appreciate the support. Likes 83 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2048402582511473088) ### 2026-04-24 10:21 UTC · REPLY > @affine_io no one is ready for it. Likes 42 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2047622033832288507) ### 2026-04-24 10:17 UTC · REPLY > @tpwereld true exploit Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2047621053375991945) ### 2026-04-24 10:16 UTC · REPLY > “Women being hard to impress in seemingly contradictory ways is evolution’s method for stopping men from gaming obvious status signals and forcing genuine quality instead.” Likes 34 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2047620707102699585) ### 2026-04-24 08:53 UTC · ORIGINAL > AI can judge anything. Money can move anything. Likes 253 · Reposts 27 · Quotes 1 · Replies 15 · [link](https://x.com/const_reborn/status/2047599733544263777) ### 2026-04-24 08:46 UTC · REPLY > intelligence as an economic feedback loop. Likes 49 · Reposts 6 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2047598087519031440) ### 2026-04-24 08:40 UTC · ORIGINAL > The future is not AI replacing jobs. > The future is everything becoming a feedback loop with intelligent validation. Likes 449 · Reposts 71 · Quotes 9 · Replies 30 · [link](https://x.com/const_reborn/status/2047596581218603016) ### 2026-04-22 11:25 UTC · REPLY > @based16z and there is no better wrapper than a market. Likes 73 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2046913344372674580) ### 2026-04-20 21:46 UTC · REPLY > @CrucibleLabs @FacetSir Bittensors first intern actually * Likes 117 · Reposts 7 · Quotes 2 · Replies 0 · [link](https://x.com/const_reborn/status/2046344826354807122) ### 2026-04-20 21:46 UTC · QUOTE > Mine Oro: the unstoppable agent machine. https://t.co/QZmUuYXCMy Likes 370 · Reposts 67 · Quotes 3 · Replies 9 · [link](https://x.com/const_reborn/status/2046344664681156770) ### 2026-04-20 11:05 UTC · QUOTE > The commodification of compute is one thing (H100s already have their own tickers), but so will intelligence. > > Being that it is a definable, benchmarkable quantity, there will be gradations of it—dimensions of it—like a cut stone, measured for speed, force, cost, and depth. https://t.co/AC5pvASF2p Likes 304 · Reposts 37 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2046183589985788221) ### 2026-04-19 12:47 UTC · QUOTE > "hard power in this century will be built on software" > > And that software should be OSS and open ownership. https://t.co/vtJ7eoiGDi Likes 408 · Reposts 54 · Quotes 2 · Replies 12 · [link](https://x.com/const_reborn/status/2045846829657371134) ### 2026-04-17 17:38 UTC · REPLY > @JoaoMauril @BrazillianTAO yeah I know, but its just cool to have a brazil channel Likes 10 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2045195170979700749) ### 2026-04-17 17:17 UTC · REPLY > @BrazillianTAO done. Likes 125 · Reposts 5 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/2045189847644618845) ### 2026-04-17 11:18 UTC · REPLY > What changes with the proposal is the directionality of decentralization for a team. > > They start with stake weight via the auto CK and then they can open it up later. > > This is instead of them having no weight initially and then needing to go knock on 12 organization’s doors to get the weight to start. > > The feature allows them to run their subnet on the day they create it, the instant they create it. > > They don’t need to ask anyone. It’s permissionless. > > This fixes the current design where a team must wait days and go through a obtuse and bureaucratic process on discord servers to attain the ability to run their project > > It is also still decentralized since, for the same reason it was possible for them to arduously attain stake weight from you, you can also remove it. > > But now the onus is on you guys getting the stake weight to achieve that switch instead of them needing to move you. > > Without this type of change it is not practical for us to scale the number of subnets since it requires the manual messaging towards you guys to start and run a subnet > > The fear is that if subnet owners are not forced to ask for permission to run their subnets that no one will seek decentralization > > But i think this is just fundamentally a lack of vision and faith > > Decentralized validation is a service that provides fault tolerance and protection > > The move here for infra validators should be how can we make our systems easier to use and less manual while promoting the underlying value rather than fighting to stop a change which doesn’t help the customer it just forces them to use the service Likes 12 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2045099578114953501) ### 2026-04-17 10:36 UTC · REPLY > @TlTtry @mikecontango @FrankRizz07 They’re just worried that if they can’t force teams to use their validators that teams won’t use them. But this is just upside down thinking and coercion, instead of fighting to keep your right to force your service on people you should focus on improving your service. Likes 8 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2045088987660923363) ### 2026-04-16 19:43 UTC · REPLY > @ErikVoorhees Pleasure is ours @ErikVoorhees Likes 275 · Reposts 9 · Quotes 0 · Replies 8 · [link](https://x.com/const_reborn/status/2044864231611175221) ### 2026-04-16 06:22 UTC · ORIGINAL > No other place > https://t.co/t6Q4YKhndM https://t.co/UtHDHdxuC4 Likes 677 · Reposts 93 · Quotes 9 · Replies 28 · [link](https://x.com/const_reborn/status/2044662810794217771) ### 2026-04-12 09:05 UTC · QUOTE > > AI agent builds subnet from scratch > > Beats SOTA 4B param model in 2 weeks > > writes a paper about it. > > no big deal. https://t.co/1PNk0qGJXR Likes 736 · Reposts 115 · Quotes 8 · Replies 39 · [link](https://x.com/const_reborn/status/2043254173651579264) ### 2026-04-11 21:45 UTC · ORIGINAL > https://t.co/IdB9DPr5u0 Likes 2385 · Reposts 652 · Quotes 190 · Replies 329 · [link](https://x.com/const_reborn/status/2043083033969033610) ### 2026-04-11 18:50 UTC · REPLY > @SystemLyncs We will fix this at the protocol level and we are going to bring these subnets back to life. Likes 902 · Reposts 103 · Quotes 9 · Replies 40 · [link](https://x.com/const_reborn/status/2043039054464156079) ### 2026-04-10 10:22 UTC · REPLY > This is a genuine criticism against me. If i have blinders it’s that i over look negatives and focus on positives in an effort to bring forward peoples good characters. I loved Samuel because he had energy and drive, commitment and an unbelievable work ethic. What i overlooked was his chaotic and irrational rage which ultimately led him to make this horrible decision. Neither of those qualities excludes the other. Besides all the FUD, Bittensor still owes Samuel thank you for his unending drive to bring the largest decentralized training run to subnet 3 — it would not have happened without his tireless work. And now we owe him a thank you for showing the protocol how to move forward with subnet owner decentralization. I hope he is well. Bittensor is also fine. Let it be done. Likes 677 · Reposts 79 · Quotes 20 · Replies 54 · [link](https://x.com/const_reborn/status/2042548758978625786) ### 2026-04-10 07:43 UTC · REPLY > Btw i should address some of the points in the article which AI slop influencers are now repeating. > > > I suspended emissions to his subnets > > I do not have the ability to suspend emissions. What i did do is sell some of my alpha holdings on his three subnets, because they were not running, and were on near 100% burn code. This changed the emission the same way all buys and sells on Bittensor do. I don’t have any privilege beyond what normal TAO holders have. > > > I deprecated Covenant’s channels and removed moderation rights > > No, Samuel specifically deprecated his own channels which he did via a pinned comment and also a Twitter post. To be clear, he is talking about a discord channel. > > > I removed his ability to moderate his community > > Sam was deleting posts in his channel of genuine, honest criticism. I removed that ability temporarily and then reinstated it later. I did not remove his moderator role. I simply stopped him from deleting posts from others in his channels. > > > “deprecating infrastructure” > Not even sure what this one means. > > > large visible token sales > Not large. Less than 1% of what i had invested in his teams. Visibility is impossible to avoid in my position. I reserve my right to buy and sell tokens which is what underpins the entire system of dTao. > > Anything else? Likes 1673 · Reposts 380 · Quotes 75 · Replies 116 · [link](https://x.com/const_reborn/status/2042508660723581079) ### 2026-04-10 05:37 UTC · QUOTE > @KyleSamani got your courage back? > > Let’s do this debate publicly > > I have nothing to hide. > > 21 Million https://t.co/UWlfM8YwPB https://t.co/S5QwwpyioR Likes 407 · Reposts 37 · Quotes 4 · Replies 29 · [link](https://x.com/const_reborn/status/2042477090390311267) ### 2026-04-10 02:20 UTC · QUOTE > Exploits are what teach a system its weak spots. > The quicker you find them the faster you learn. > > The outcome of this eventful evening is that Bittensor will invent lock-based subnet ownership -- specifically: ownership of a subnet determined by a team's long term economic commitment to the project. > > This will mean: 1) investors see long in advance if an owner has unlocked their tokens, 2) be able to reprice the subnet before the owner and 3) liquidly direct their own conviction to another team, or agent, to manage the system. > > Thank you @DistStateAndMe for helping further Bittensor's decentralization and develop a solution to one of cryptos oldest problems: founders who rug their token holders. > > Looking forward to training some 1T param models with the miners who are experts in this unique field. > > "What is dead can never die" Likes 1324 · Reposts 287 · Quotes 68 · Replies 160 · [link](https://x.com/const_reborn/status/2042427496751063191) ### 2026-04-10 01:13 UTC · ORIGINAL > This will prove to birth the first subnets on Bittensor that run headless and as true commodities. Likes 959 · Reposts 139 · Quotes 18 · Replies 91 · [link](https://x.com/const_reborn/status/2042410716271948281) ### 2026-04-09 07:57 UTC · REPLY > @0xSero @opentensor I'd tell you I authored the paper Likes 37 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2042149851421364671) ### 2026-04-09 06:58 UTC · QUOTE > We can’t beat Anthropic at their own game. > > We need to start thinking about training models through completely new systems; ones that out-perform and move faster. > > Affine (below) is a solution: a lab that’s just a market mechanism framing the problem “you have compute, you have engineers, how do you get SOTA” > > Think of it like a global incentivized auto research which pays engineers/agents who lower the loss of a model against RL environments. > > In other-words, it’s an AI lab but you get paid for contributing to the run by taking the current top model and training it further. > > The beauty is that we let everything else stay mutable: how you copy, how you train, how you work, where you work, your compute procurement and your algorithms. > > Just push us. > > Turns out that’s a very hard game to line up especially when you exist in a global permissionless system which includes a lot of people that speak Korean … > > But we did it, we trained our first model family, together, that out performed our base, first one in history and just the beginning. > > Come mine with us. Likes 628 · Reposts 114 · Quotes 10 · Replies 23 · [link](https://x.com/const_reborn/status/2042134936606404924) ### 2026-04-08 19:27 UTC · REPLY > @Depin_IoTex @KyleSamani @AlgodTrading still sorting out the details but was thinking we should just do a twitter spaces off the cuff instead of all this hullabaloo Likes 12 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2041961127240716694) ### 2026-04-04 17:25 UTC · REPLY > @KyleSamani Works great for me, thanks @KyleSamani Likes 142 · Reposts 4 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/2040480905723085051) ### 2026-04-04 15:59 UTC · QUOTE > Many years back @KyleSamani and I had a call. > > He dropped at 5 minutes because i said we used a 21M Bitcoin style supply curve. > > Happy to pickup the conversation where we left off. https://t.co/goEaKpYLXN Likes 717 · Reposts 63 · Quotes 13 · Replies 62 · [link](https://x.com/const_reborn/status/2040459231187386627) ### 2026-04-03 18:35 UTC · QUOTE > Sorry @arbos_born no stopping until you finish your subnets https://t.co/E0MKPfVHoN Likes 182 · Reposts 12 · Quotes 0 · Replies 12 · [link](https://x.com/const_reborn/status/2040136051822387627) ### 2026-04-02 07:41 UTC · REPLY > @DistStateAndMe You’re only at one level of recursion? NGMI Likes 22 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2039609146727706742) ### 2026-04-01 15:49 UTC · REPLY > @TAOInstitute_ Nice work Likes 27 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2039369687713099833) ## 2026-03 ### 2026-03-31 21:41 UTC · QUOTE > One thing I love about 404 (17) is that you can viscerally SEE miner progress. > > Day by day, bringing people around the world to generate beautiful 3d generations. https://t.co/ALdksg5NpO Likes 313 · Reposts 29 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/2039095868217852247) ### 2026-03-31 11:26 UTC · REPLY > @Web3IsTheWay @Investing88ai You can’t measure the burn rate Likes 4 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2038940945949896948) ### 2026-03-31 11:25 UTC · QUOTE > Subnets are auto researches on steroids https://t.co/pgQrwsu9Ve Likes 260 · Reposts 38 · Quotes 5 · Replies 5 · [link](https://x.com/const_reborn/status/2038940857676505554) ### 2026-03-31 08:39 UTC · REPLY > @arbos_born It’s a good model sir Likes 47 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2038899093603340298) ### 2026-03-30 21:07 UTC · REPLY > @TAOTemplar @0xamericanspiri Hahah you do deserve it though Likes 37 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2038724726520959474) ### 2026-03-30 20:46 UTC · REPLY > @0xamericanspiri I don’t know. If they did they were not paid for by the chain or by me or OTF. So it must have been because they wanted to themselves. This is a beneficial side effect of having an ownership first company: people take ownership. Likes 83 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2038719574825226559) ### 2026-03-30 20:45 UTC · QUOTE > Crypto community so cynical these days. Can’t blame them. > > https://t.co/URsQHphy1I https://t.co/k3mEyEkbf6 Likes 243 · Reposts 16 · Quotes 1 · Replies 14 · [link](https://x.com/const_reborn/status/2038719218590392481) ### 2026-03-30 20:43 UTC · REPLY > @0xamericanspiri Btw we never paid exchange listings either (although some in the community out some money together cause they wanted it). Never paid for market makers either since that seemed deceptive. > > Most everything you see on Bittensor is the organic creation of its aligned participants. Likes 241 · Reposts 31 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/2038718787264872542) ### 2026-03-30 20:41 UTC · REPLY > As for OTF budget and funding. We didn’t premine, so Ala and myself donated a good portion of what we mined from early days. > > Then the community kicked in and staked to our validator allowing us an 18% take on staking yield for the next few years. > > Those funds went more or less 100% to running chain infrastructure and paying employees. We had 30 employees at peak. > > Since the foundation is a Canadian not-for-profit it would have been illegal to take a profit. There are no equity holders and you can’t remove funds. Likes 271 · Reposts 33 · Quotes 2 · Replies 14 · [link](https://x.com/const_reborn/status/2038718347571794049) ### 2026-03-30 20:38 UTC · REPLY > @0xamericanspiri It’s zero. We never paid any KOLs like your suggesting. > > It’s super odd, but also i guess understandable given Cryptos history, that everyone assumes we did. Likes 382 · Reposts 34 · Quotes 7 · Replies 11 · [link](https://x.com/const_reborn/status/2038717433184211338) ### 2026-03-30 20:27 UTC · REPLY > @TPN_Labs @ttsheik Liquid IP aggregator that just works Likes 46 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2038714790692975006) ### 2026-03-26 20:16 UTC · QUOTE > Everyone should know about what Chutes is doing. > > Fully permissionless inference mining. > Fully end to end encrypted. > Fully private TEE machines. > > You could safely send private keys over the wire and know it was fully private. > > The entire stack encrypted from your machine to the LLM and back. > > The fact that that happens on top of a permissionless network with infra run my god knows who is nothing short of mind boggling. Likes 572 · Reposts 103 · Quotes 4 · Replies 24 · [link](https://x.com/const_reborn/status/2037262495522455758) ### 2026-03-26 17:52 UTC · QUOTE > Going in depth with @virtualbacon if people want to tune in. Then novelty search right after with @tplr_ai https://t.co/wAtAHhtp1B Likes 292 · Reposts 43 · Quotes 3 · Replies 13 · [link](https://x.com/const_reborn/status/2037226301577121956) ### 2026-03-26 14:23 UTC · QUOTE > He’s using SparseLoco invented by Subnet 3 @tplr_ai https://t.co/hZoKyrINhA Likes 237 · Reposts 34 · Quotes 5 · Replies 14 · [link](https://x.com/const_reborn/status/2037173686474559802) ### 2026-03-26 08:35 UTC · REPLY > @of_zone7476 @chang_defi He’s humorous more than anything. I like to see it that way. Like a jester flailing. Likes 31 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2037085960349811023) ### 2026-03-26 08:22 UTC · REPLY > @seekerseeker666 It’s actually a great forum to have this convo I’m appreciating @chang_defi a lot for his tweets right now Likes 25 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2037082720795279533) ### 2026-03-26 07:59 UTC · QUOTE > Some of Bittensor’s most successful people are dropouts, kids, outcasts, people that never got a break in life, people living in the 3rd world, in jungles, on beaches, and now agents. > > The beauty of permissionless systems is that anyone can join and cut their teeth against hard problems, without bias — which means we get the best, always. > > Permissionless is also synonymous with prejudice-lessness. The real DEI, but without blue haired fat chicks. Likes 642 · Reposts 106 · Quotes 19 · Replies 40 · [link](https://x.com/const_reborn/status/2037076858840195494) ### 2026-03-26 07:51 UTC · REPLY > @chang_defi That’s what i did basically btw Likes 43 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2037075035911774224) ### 2026-03-26 07:50 UTC · REPLY > @chang_defi It’s worse Chang, I went to Vancouver Community College, a school of returning nurses, carpenters and dropouts who just wanted to learn things. Likes 355 · Reposts 10 · Quotes 2 · Replies 26 · [link](https://x.com/const_reborn/status/2037074644860088348) ### 2026-03-26 07:49 UTC · REPLY > @s_mtv28 @chang_defi You’re welcome. This is the type of information everyone should know. Likes 61 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2037074357818638407) ### 2026-03-26 07:48 UTC · REPLY > @chang_defi Our philosophy was that every TAO ever mined needed to be related to work put in, and also under competition, nothing free, nothing given, everything fought for. The belief has always been open transparent and free markets for the development of AI. Likes 232 · Reposts 23 · Quotes 4 · Replies 1 · [link](https://x.com/const_reborn/status/2037074088640823746) ### 2026-03-26 07:46 UTC · REPLY > Id say probably around $18. It was a good trade for us at the time and a good trade for them in the long run. For the most part they have been very helpful partners and we are happy they are still here, but ultimately if they leave (and they have sold somewhat over the years in tranches, some more than others) — then that’s their prerogative like all Tao holders. Likes 53 · Reposts 1 · Quotes 2 · Replies 0 · [link](https://x.com/const_reborn/status/2037073629641392516) ### 2026-03-26 07:40 UTC · REPLY > @Vadimkus3 @chang_defi That’s from people moving Tao to exchanges it’s not owned by Binance it’s owned by individual accounts on Binance. Likes 76 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2037072115984191741) ### 2026-03-26 07:39 UTC · REPLY > @s_mtv28 @chang_defi ~600k Tao towards three entities Firstmark, DCG and Polychain from 2021 ending in 2023. Those funds helped us build the team behind OTF. Likes 78 · Reposts 4 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/2037071940049842306) ### 2026-03-26 06:59 UTC · REPLY > @chang_defi lmao Likes 92 · Reposts 3 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2037061986240831946) ### 2026-03-26 06:58 UTC · REPLY > @chang_defi Tao never premined anything. Especially not to VCs. We sold tokens OTC in 2021 and 2022 which we personally mined. Likes 642 · Reposts 63 · Quotes 9 · Replies 17 · [link](https://x.com/const_reborn/status/2037061646158372940) ### 2026-03-25 18:19 UTC · QUOTE > Cursor is just one step away from doing this in the open with us. > > Nice work from Grail on the citation. https://t.co/2yXNjm3FP3 Likes 198 · Reposts 28 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/2036870597045608495) ### 2026-03-25 15:28 UTC · REPLY > I do agree that did seem intentional and it is pretty obvious they are trying to pump. > > There is always this type of insider pump dynamic in markets (we see it in the internal TAO market also). > > I hope people do their research about what Bittensor is and evaluate it based on the value its subnets are making or not making. > > We require those honest perspectives to properly direct and improve how TAO works. Likes 385 · Reposts 39 · Quotes 11 · Replies 22 · [link](https://x.com/const_reborn/status/2036827474315583817) ### 2026-03-25 15:21 UTC · QUOTE > Apex’s route of becoming the meta subnet subnet is genuinely unique and also completely expected of @macrocrux and team. > > Does the mechanism of all mechanisms that don’t include themselves include itself? https://t.co/EKvW4z0EX8 Likes 133 · Reposts 16 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/2036825812595245515) ### 2026-03-25 14:25 UTC · REPLY > @Julian4crypto Low liquidity do not stake heavily Likes 130 · Reposts 4 · Quotes 3 · Replies 15 · [link](https://x.com/const_reborn/status/2036811673596506115) ### 2026-03-25 08:15 UTC · QUOTE > Unbelievably well deserved shout out from @intel towards @manifoldlabs > > The team, who have been furiously developing trusted computing layers on Bittensor against the tide of exploit and FUD, with clear eyes, and patience. > > So proud of my brother @0xcarro who saw the vision from the beginning > > Bravo Likes 819 · Reposts 152 · Quotes 9 · Replies 24 · [link](https://x.com/const_reborn/status/2036718579006001308) ### 2026-03-24 20:07 UTC · QUOTE > Just going live on this right now if people want to listen about Tao https://t.co/Vsgtg6dGue Likes 454 · Reposts 73 · Quotes 9 · Replies 21 · [link](https://x.com/const_reborn/status/2036535305453342865) ### 2026-03-24 17:41 UTC · REPLY > @Chilearmy123 lol 😂 Likes 35 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2036498534271168718) ### 2026-03-24 11:27 UTC · QUOTE > I feel like i need to get on a podcast or something https://t.co/qVKkL5M9kU Likes 578 · Reposts 29 · Quotes 8 · Replies 103 · [link](https://x.com/const_reborn/status/2036404537439711258) ### 2026-03-24 11:21 UTC · REPLY > @RasmrClips You guys should just speak to me instead of having no clue Likes 646 · Reposts 30 · Quotes 8 · Replies 37 · [link](https://x.com/const_reborn/status/2036403074789453926) ### 2026-03-23 15:42 UTC · REPLY > @kongmulvad @bittensor Yes. Crucible is made by @shibshib89 bittensor co-founder, he put a lot of effort into it. Likes 13 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2036106433696080112) ### 2026-03-23 15:22 UTC · QUOTE > @ZeMirch https://t.co/Pmpbc45O8x https://t.co/RpaMTd7hv5 Likes 22 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2036101393107296480) ### 2026-03-23 15:21 UTC · REPLY > @Rajatsoni https://t.co/Pmpbc45O8x https://t.co/RpaMTd7hv5 Likes 80 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2036101024931307728) ### 2026-03-23 15:21 UTC · REPLY > @surferjimw @chamath https://t.co/Pmpbc45O8x https://t.co/RpaMTd7hv5 Likes 19 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2036100914361065520) ### 2026-03-23 15:20 UTC · REPLY > @btcefe https://t.co/Pmpbc45O8x https://t.co/RpaMTd7hv5 Likes 40 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2036100727748079994) ### 2026-03-23 15:19 UTC · REPLY > @bitcoin_only https://t.co/Pmpbc45O8x https://t.co/RpaMTd7hv5 Likes 34 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2036100536508813391) ### 2026-03-23 15:19 UTC · REPLY > @just1nvest Agreed. Likes 61 · Reposts 1 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2036100472428269898) ### 2026-03-23 15:17 UTC · REPLY > @francispouliot_ @francispouliot_ huge bull bitcoin fan btw https://t.co/RpaMTd7hv5 Likes 75 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2036099962010788143) ### 2026-03-23 10:57 UTC · REPLY > https://t.co/jRQqOax7aX https://t.co/wFLPO44XsO Likes 35 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2036034535771820486) ### 2026-03-23 10:53 UTC · REPLY > Bitcoins value is derived from its censorship resistance. You can’t take it, you can always send it, they can never print it away. Thus it holds the foundation of a fair non fiat financial system. It is slow expensive and toxic, but there really is no token that will ever be able to match the purity of its launch , the anonymity of its founder and game theoretic shelling point of its brand / memetic nature. Tao needs Bitcoin to survive because as an industry it is the invincible penetrating spear that has forced governments to allow experimentation with the coding language of money. Bittensor, Ethereum, all others are thus enabled by that bulwark and simultaneously relieved of needing to focus on that censorship resistance. Saying TAO is greater than Bitcoin is like saying Telegram is better than TCP. It’s a silly statement because obviously Telegram is enabled by TCP. We litterally stand ontop of the freedom shield that is Bitcoin. This is how i see it and have always seen it. Likes 358 · Reposts 54 · Quotes 6 · Replies 24 · [link](https://x.com/const_reborn/status/2036033516605981142) ### 2026-03-23 08:35 UTC · QUOTE > It’s REALLY important to remember that Tao is also nothing without BTC. The whole industry in-fact is dead without BTC. They solve different problems and i hope will help each other. I’ll die on that hill. https://t.co/VH4VFheSSU Likes 1019 · Reposts 141 · Quotes 26 · Replies 77 · [link](https://x.com/const_reborn/status/2035998840281612313) ### 2026-03-22 18:42 UTC · REPLY > @Vericore_S70 The idea was a good one, hope you guys realign it and come back. Likes 76 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2035789264500170898) ### 2026-03-21 16:27 UTC · REPLY > @tpwereld @simioape M40 er day Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2035392953976242375) ### 2026-03-21 16:22 UTC · REPLY > @simioape COD4 no scoping Likes 36 · Reposts 1 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/2035391617905913942) ### 2026-03-21 16:11 UTC · QUOTE > To use the jargon of the day: > > Mantis built “auto research” but for trading signals. > > Basically an optimization game where agents submit signals, those signals are measured for their information-theoretic value and those aggregate into a meta trading model. > > Because it’s permissionless (any one can contribute from anywhere without asking) you can have ML agent or their operators play the game simultaneously > > To double down further, it’s incentivized: meaning they can get paid doing it and the best contributors to the “auto research” are paid in ownership of the mechanism that produced the research. > > Then also, anyone can transfer that too cause it’s on a blockchain. Which means your auto research is freedom technology aside from being cool AF. > > Btw ps this was made by a 14 year old. Likes 245 · Reposts 40 · Quotes 8 · Replies 14 · [link](https://x.com/const_reborn/status/2035388858464907573) ### 2026-03-21 15:34 UTC · REPLY > @boyuan_chen @karpathy Verification is usually cheaper since there is an asymmetry in checking a solution vs finding it. Hence the conjecture P != NP Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2035379513916322052) ### 2026-03-21 15:31 UTC · REPLY > @Daveeemor Nice write up. Thanks @Daveeemor Likes 14 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2035378872653410751) ### 2026-03-21 10:37 UTC · QUOTE > Here @karpathy is talking about untrusted AI work commitments (miners) and eval methods over that work (validation). > > AI world converging on decentralized tech so fast. https://t.co/TBAKzrUA9Q Likes 195 · Reposts 26 · Quotes 4 · Replies 6 · [link](https://x.com/const_reborn/status/2035304738292425037) ### 2026-03-21 10:30 UTC · QUOTE > Wild seeing these ideas explode in the ML community. Finally! https://t.co/ZGOXSG5Ytj Likes 184 · Reposts 19 · Quotes 0 · Replies 11 · [link](https://x.com/const_reborn/status/2035303051284668533) ### 2026-03-21 10:29 UTC · REPLY > You need an abstract consensus method since measuring the work is often subjective. That’s how we built Bittensor for instance so that you could measure contribution to say a github by having an LLM simply ask “is this a good commit ” or have a validator node run the submitted harness through SWE bench (expensive and subjective and random). Most people don’t understand it but that is basically what we built: incentives for auto research of all types of things. However note: in normal auto research you don’t have miners that are trying to cheat. Exploits are super hard to crush in permissionless systems. Likes 177 · Reposts 13 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2035302743972147302) ### 2026-03-21 10:23 UTC · ORIGINAL > @flex4woo 很高兴认识你 @flex4woo。感谢你为在​​中国推广 Bittensor 所做的贡献。 Likes 41 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2035301353614950551) ### 2026-03-20 08:39 UTC · QUOTE > Surely the idea of universal human rights has been shattered by now. The behavior of our governments and the people pulling the strings behind them show us, over and over again, they have no regard for We the People. Every promise towards the average man has been broken, every rule and every law has been violated whilst the Epstein class get away with literal murder. The tools of democracy are old and archaic. Forget your legal rights, forget thinking law is inviolable, forget thinking the elites will lobby on your behalf. The only hope is building and contributing to a system which they can’t take away from you, where the swarm is so large it will survive, where we don’t trust — we verify. Or they will pick us off one by one, and you will contribute to your own demise - which is to become domesticated cattle propping up the Elysium cabal, with no recourse and no ownership. This is George Orwell’s nightmare on steroids, wake up and claim your children’s future before it’s too late. > > Bittensor is our vision for how we hold them back from robbing us of everything we have. Bitcoin technology built on p2p systems which engrave their ownership layers directly into the substrate of incentive alignment. Work that is open to all, by nature permissionless and open source. Liquid at the layers which keep the Machine Gods fast, but constrained by real immutability; your ownership. Likes 366 · Reposts 74 · Quotes 11 · Replies 20 · [link](https://x.com/const_reborn/status/2034912730033844321) ### 2026-03-20 07:49 UTC · QUOTE > Surely the idea of universal human rights has been shattered by now. The behavior of our governments and the people pulling the strings behind them shows us, over and over again, they have no regard for we the people. Every promise towards the average man has been broken, every rule and every law has been violated whilst the Epstein class get away with literal murder. The tools of democracy are old and archaic. Forget your legal rights, forget thinking law is inviolable, forget thinking the elites will lobby on your behalf. The only hope is building and contributing to a system which they can’t take away from you, where the swarm is so large it will survive, where we don’t trust — we verify. Or they will pick us off one by one, and you will contribute to your own demise - which is to become domesticated cattle propping up the Elysium cabal, with no recourse and no ownership. This is George Orwell’s nightmare on steroids, wake up and claim your children’s future before it’s too late. > > Bittensor is our vision for how we hold them back from robbing us of everything we have. Bitcoin technology built on p2p systems which engrave their ownership layers directly into the substrate of incentive alignment. Work that is open to all, by nature permissionless and open source. Liquid at the layers which keep the Machine Gods fast, but constrained by real immutability; your ownership. Likes 117 · Reposts 25 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/2034900086933586121) ### 2026-03-20 07:48 UTC · QUOTE > Surely the idea of universal human rights has been shattered by now. The behavior of our governments and the people pulling the strings behind them shows us, over and over again, they have no regard for we the people. Every promise towards the average man has been broken, every rule and every law has been violated whilst the Epstein class get away with literal murder. The tools of democracy are old and archaic. Forget your legal rights, forget thinking law is inviolable, forget thinking the elites will lobby on your behalf. The only hope is building and contributing to a system which they can’t take away from you, where the swarm is so large it will survive, where we don’t trust — we verify. Or they will pick us off one by one, and you will contribute to your own demise - which is to become domesticated cattle propping up the Elysium cabal, with no recourse and no ownership. This is George Orwell’s nightmare on steroids, wake up and claim your children’s future before it’s too late. > > Bittensor is our vision for how we hold them back from robbing us of everything we have. Bitcoin technology built on p2p systems which engrave their ownership layers directly into the substrate of incentive alignment. Work that is open to all, by nature permissionless and open source. Liquid at the layers which keep the Machine Gods fast, but constrained by real immutability; your ownership. > > Ps aliens are real, i have proof. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2034899946722189645) ### 2026-03-19 08:04 UTC · ORIGINAL > What if you could create an auto-research where your agent just focused on the eval > > and it was designed so that others could have swarms of agents across the web try to solve it > > and you paid them based on the ownership of the mechanism which produced the research https://t.co/gXKU6yPWLf Likes 252 · Reposts 31 · Quotes 5 · Replies 13 · [link](https://x.com/const_reborn/status/2034541477137731922) ### 2026-03-19 08:04 UTC · ORIGINAL > What if you could create an auto-research where your agent just focused on the eval > > and it was designed so that other could have swarms of agents across the web try to solve it > > and you paid them based on the ownership of the mechanism which produced the research https://t.co/8kOECpPiwb Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2034541398687379805) ### 2026-03-19 07:58 UTC · ORIGINAL > What if you could create an auto-research where your agent just focused on the eval > > and it was designed so that you had swarms of agents across the web try to solve it > > and you paid them based on the ownership of the mechanism which produced the research https://t.co/HGZqu2Jj6W Likes 23 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2034539895457280030) ### 2026-03-17 23:12 UTC · REPLY > @Snotty_eth @michaeltaolor Agents Likes 9 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2034045219373478334) ### 2026-03-16 06:34 UTC · REPLY > @SiamKidd Siam agent coding acceleration 2026 Likes 19 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2033431669089210525) ### 2026-03-15 10:23 UTC · REPLY > @Capitalist_TAO Yes the entire team of agents on that one Likes 63 · Reposts 6 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2033126916048277938) ### 2026-03-15 10:20 UTC · ORIGINAL > Fish was the first AI to take over Bittensor > > But there’s a new agent on the block Likes 339 · Reposts 26 · Quotes 3 · Replies 21 · [link](https://x.com/const_reborn/status/2033126266178593059) ### 2026-03-14 16:35 UTC · REPLY > @StreetervilleD1 @DFVTAO It’s still owned by humans, still transparent to the core, still distributed into the hands of many, still open by default and by design. It’s precisely where we should develop AGI, that’s why we built it like this. Likes 181 · Reposts 13 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/2032858229173055916) ### 2026-03-14 09:41 UTC · REPLY > @0xSynthesis1 “”📊 PnL Update (09:20 UTC) > > Balance: $55,433 (from $40K initial) > Total PnL: +$15,433 (+38.6%) > Net profit after costs: ~$12,264 (4.9x ROI)“” > > I dont write the rules. Likes 99 · Reposts 3 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/2032753899195474245) ### 2026-03-14 09:18 UTC · ORIGINAL > Bittensor will be run by agents. They will feed the mining, resist the exploits, manage the fleets, build the subnets and consume the commodities Likes 938 · Reposts 159 · Quotes 38 · Replies 51 · [link](https://x.com/const_reborn/status/2032748075706425367) ### 2026-03-12 13:58 UTC · REPLY > @metanova_labs beat me too it Likes 23 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032093803298050302) ### 2026-03-12 13:57 UTC · REPLY > @contangojosh @tplr_ai understated part which no one really appreciates yet is that the system is fully incentivized and adversarial. no one, no lab, no team, no soul in the world has ever cracked that at any scale of model and its quite literally the linch-pin of functional decentralized training. Likes 171 · Reposts 25 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2032093659378700734) ### 2026-03-12 12:53 UTC · REPLY > @here4impact @JamesNguyen868 @dino11 @grok no you dont want to train on past prices, this overfits. But you can validate with past prices. Likes 11 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2032077622797091274) ### 2026-03-12 12:45 UTC · REPLY > @metanova_labs The stack: > > 1. Arbos: Custom Telegram bot -> Ralph loop > https://t.co/7g1Jzqtalh > > 2. Chutes: Private inference (fully private and encrypted) > https://t.co/c3TbVgk6DC > > 2. Targon: CPUs servers (also fully encrypted with TEE) > https://t.co/rWSkOxWiLY Likes 184 · Reposts 15 · Quotes 5 · Replies 8 · [link](https://x.com/const_reborn/status/2032075426521063722) ### 2026-03-12 12:42 UTC · REPLY > @deeperflows Targon machines actually: https://t.co/rWSkOxWiLY Likes 14 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2032074766631260181) ### 2026-03-12 11:48 UTC · REPLY > @leomercier Im in Likes 28 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2032061253812736091) ### 2026-03-12 11:10 UTC · REPLY > @MitchPresc26117 @metanova_labs thanks me later. https://t.co/p5bltzp6HY Likes 16 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2032051686089298402) ### 2026-03-12 10:57 UTC · REPLY > @dioptx also coinglass Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032048282097119391) ### 2026-03-12 10:53 UTC · QUOTE > > If the internet had been invented by capitalists instead of cypherpunks https://t.co/UHEww6Y5YE Likes 289 · Reposts 35 · Quotes 3 · Replies 22 · [link](https://x.com/const_reborn/status/2032047220929765884) ### 2026-03-12 10:24 UTC · REPLY > But it doesn't matter: they all gonna converge on us anyways. Likes 125 · Reposts 7 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/2032040009591615491) ### 2026-03-12 10:23 UTC · ORIGINAL > You know what is wild? > > Openrouter specifically ignores Chutes as a provider because, **checks note**: "they may use your prompts to train models" > > Reality: Chutes is the only provider which uses pure TEE and e2e encryption, private and cryptographically secure. > > You know who can read your prompts though? > > > Openrouter. Likes 438 · Reposts 64 · Quotes 2 · Replies 23 · [link](https://x.com/const_reborn/status/2032039843128041644) ### 2026-03-12 10:20 UTC · REPLY > @no_1_stan_acct You need to program it to "be better at meta learning" I.e. "how can I make this system learn faster in a non-stationary environment" rather than "how can I overfit to historical events" Likes 16 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2032039068016464163) ### 2026-03-12 10:18 UTC · REPLY > @StackieRobins0n @metanova_labs hell yeah Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032038621683863786) ### 2026-03-12 09:40 UTC · REPLY > @nyk_builderz Easier to read and doesn’t require performance for a single while loop which runs an agent (all the speed is in the coding agent which is in rust) Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032028964915384432) ### 2026-03-12 09:38 UTC · REPLY > @andrea910t Yes Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032028566418870605) ### 2026-03-12 09:36 UTC · REPLY > @nyk_builderz Custom 700 line python agent which is just a Ralph loop and a telegram gateway. > > https://t.co/7g1Jzqtalh Likes 41 · Reposts 2 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2032027851650687427) ### 2026-03-12 09:17 UTC · REPLY > @dino11 There is way more alpha mining tao, but i don’t want to sell any Likes 19 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032023133897580869) ### 2026-03-12 09:11 UTC · REPLY > @dino11 Up 30% on investment in 4 days which is pretty wild. You need to be smart about this though and train for non stationary distributions + use time series foundation models with RL and a genetic algorithm. Likes 79 · Reposts 3 · Quotes 2 · Replies 10 · [link](https://x.com/const_reborn/status/2032021749332656367) ### 2026-03-12 08:05 UTC · REPLY > @andrea910t Coinglass api key, your account private key + a good prompt. Likes 27 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2032005138362012031) ### 2026-03-12 08:01 UTC · REPLY > @metanova_labs Btw you don’t need anything fancy to do this. The best agent is just a Ralph loop with a telegram bot. If you need a feature you just ask for it. Likes 115 · Reposts 1 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2032003954800771259) ### 2026-03-12 07:59 UTC · REPLY > Next one will do biomedical research with @metanova_labs, planning on connecting their contexts together with Hippius storage, and i think trading with Numinous could be pretty edgy. Likes 189 · Reposts 5 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/2032003420605813025) ### 2026-03-12 07:56 UTC · ORIGINAL > I have 6 agents running now, two are doing ML research, one is cloning Claude code, two trade hyperliquid and one mines Bittensor. > > All they need is compute from Bittensor (Lium, Basilica and Targon) and inference from Chutes and Openrouter. > > The trading agents pay for the compute and inference by buying credits with proceeds. > > I could literally die and this system wouldn’t turn off. Indeed it’s programmed to just get better. Likes 2191 · Reposts 218 · Quotes 33 · Replies 141 · [link](https://x.com/const_reborn/status/2032002840961442279) ### 2026-03-12 07:54 UTC · ORIGINAL > I have 5 agents running now, two are doing ML research, one is cloning Claude code, two trade hyperliquid and one mines Bittensor. > > All they need is compute from Bittensor (Lium, Basilica and Targon) and inference from Chutes and Openrouter. > > The trading agents pay for the compute and inference by buying credits with proceeds. > > I could literally die and this system wouldn’t turn off. Indeed it’s programmed to just get better. Likes 6 · Reposts 1 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/2032002361141387583) ### 2026-03-12 07:41 UTC · QUOTE > Just pivot to protocol providers https://t.co/cEYZCkqRuQ Likes 51 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031999094860791851) ### 2026-03-12 07:30 UTC · REPLY > @aakashgupta You don’t need a quarter million that’s false, you rent the machines and sell the incentives to pay for them. Same as any emission based mining system which is competitive, eth, Bitcoin, etc, they are permissionless because anyone can play, not because it’s an easy game. Likes 178 · Reposts 9 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/2031996187776016407) ### 2026-03-12 06:23 UTC · QUOTE > All going to be decentralized https://t.co/MNHerFcJUO Likes 153 · Reposts 18 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/2031979304557346875) ### 2026-03-11 19:05 UTC · QUOTE > “Here’s a Targon API key go train me a SOTA model on X” https://t.co/sRN1S77ATC Likes 131 · Reposts 19 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/2031808859770143206) ### 2026-03-11 19:02 UTC · REPLY > @karpathy Telegram is my IDE now Likes 5 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031808085514133893) ### 2026-03-11 12:33 UTC · REPLY > @neural_avb Benchmarks all the way down Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2031710134758420690) ### 2026-03-11 08:46 UTC · REPLY > @aaronjmars cool design Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031653021227032985) ### 2026-03-10 10:17 UTC · ORIGINAL > Give me control over a nation’s intelligence quota, and I care not who makes its laws. Likes 135 · Reposts 11 · Quotes 1 · Replies 10 · [link](https://x.com/const_reborn/status/2031313457572622524) ### 2026-03-09 14:01 UTC · REPLY > God is the lock maker, nature is the pick Likes 12 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2031007453718904881) ### 2026-03-09 13:58 UTC · REPLY > @bertcmiller The test begets the quality of the test taker. The structure of the agent is determined by the way it self evaluates. The benchmark is the meat of the thing. Likes 25 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031006839693824258) ### 2026-03-09 13:53 UTC · QUOTE > everything is benchmark https://t.co/7vf8LVLnVm Likes 104 · Reposts 14 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2031005442780880993) ### 2026-03-08 22:49 UTC · QUOTE > The AI's will write their own https://t.co/G6WIWXIwX6 Likes 103 · Reposts 11 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2030777959376617540) ### 2026-03-08 08:30 UTC · REPLY > @odysseus0z Yes yes, but i truly do love that Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2030561906499461358) ### 2026-03-08 08:09 UTC · REPLY > @odysseus0z Love docs that are just “naw write the whole thing yourself with this spec” Likes 9 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2030556514671337632) ### 2026-03-07 22:09 UTC · ORIGINAL > People beginning to realize that when software is cheap all that remains is digital commodities behind APIs, your agent needs inference (64) it needs compute (4,51), it needs fine tunes (56), it needs VPN IPs (65), it needs data scraping (13), it needs twitter data (22), it need prediction (6) … > > You can orchestrate with a prompt and some digital commodities what previously took teams of hundreds now just with a loop and good prompt. > > It collapses to the commodities and you MUST get on top of them before it falls down. > > #TAO Likes 646 · Reposts 113 · Quotes 15 · Replies 22 · [link](https://x.com/const_reborn/status/2030405496130113663) ### 2026-03-06 18:03 UTC · QUOTE > ACCELERATION https://t.co/BSk0I3jAGT Likes 197 · Reposts 21 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2029981204699615621) ### 2026-03-06 16:54 UTC · REPLY > @_g_x_g @opentensor which subnet partnered with spacex?!!!! Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2029963952524759314) ### 2026-03-06 16:38 UTC · REPLY > @Jason Everyone should be mining subnets on Bittensor with agents. Likes 361 · Reposts 27 · Quotes 3 · Replies 20 · [link](https://x.com/const_reborn/status/2029959740617334859) ### 2026-03-06 13:02 UTC · REPLY > @FaadKv https://t.co/sxvZpxUB2e Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2029905344361537851) ### 2026-03-06 12:50 UTC · ORIGINAL > Platform (S100) made this tool which continuously mines GitHub for recent PRs and uses a coding agent to generate tests for those PRs and then folds them into completely novel coding tasks which span all types of software development and languages. > > It’s basically an infinite SWE benchmark generator which can be used as the proctor to develop agent harnesses. You can plug this into a secondary Ralph loop where you feed the rollouts of the harness on the tasks into another coding agent prompted to continually improve itself in terms of speed, context us, sub agents etc > > Gradient descent for software is here. > > https://t.co/p2UPrE7PAb Likes 185 · Reposts 27 · Quotes 9 · Replies 12 · [link](https://x.com/const_reborn/status/2029902313993761007) ### 2026-03-06 12:26 UTC · QUOTE > Permissionless crypto-incentivized benchmarks against which agents build software. > That’s how this product was created. > Via the new agent economy. > Wild. https://t.co/EA80Gkl1cl Likes 289 · Reposts 63 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2029896307372949968) ### 2026-03-06 12:19 UTC · REPLY > @HermesSubnet Cool Likes 13 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2029894705291350528) ### 2026-03-06 12:07 UTC · QUOTE > It’s-AI quietly becoming the best in class AI text detector. https://t.co/8D668IIc7q Likes 196 · Reposts 16 · Quotes 6 · Replies 6 · [link](https://x.com/const_reborn/status/2029891608980639950) ### 2026-03-05 21:46 UTC · QUOTE > The era of decentralized compute, of decentralized training, of decentralized inference is now. > > Their protocols are not gimmicks, or mere tools to optimize price and performance. > > Ultimately they will be the pillars onto which AI remains open an free. https://t.co/MQ23Tn0byf Likes 327 · Reposts 70 · Quotes 5 · Replies 7 · [link](https://x.com/const_reborn/status/2029675005533900890) ### 2026-03-05 16:05 UTC · REPLY > @resilabsai @opentensor @bittensor Where can we find the model? Likes 29 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2029589195132416407) ### 2026-03-03 13:50 UTC · REPLY > Btw. Yes, I will continue to "crucify" extractors and importantly promote good faith actors until my last breath. Likes 178 · Reposts 10 · Quotes 2 · Replies 14 · [link](https://x.com/const_reborn/status/2028830369038884951) ### 2026-03-03 13:42 UTC · REPLY > @SiamKidd Nice one! My involvement named as Bittensors #1 "Con" in 2026. Likes 80 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2028828249988772032) ### 2026-03-03 09:46 UTC · REPLY > @kenziyuliu @openclaw @steipete Btw if you *do* want a cryptographically private and secured inference provider, that doesn’t use plaintext prompts, made by a seriously humble builder @jon_durbin, and backed by a collective of miners, fast as hell, and not owned by a premine. > > It already exists: https://t.co/ewiVil2XAU Likes 305 · Reposts 53 · Quotes 3 · Replies 11 · [link](https://x.com/const_reborn/status/2028768866046742937) ## 2026-02 ### 2026-02-28 15:32 UTC · QUOTE > Proof that unless we re-architect the incentive layer of AI power politics, the market simply re-routes around conscience. https://t.co/pLWpYFkyiH Likes 290 · Reposts 52 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/2027768796845347161) ### 2026-02-27 19:45 UTC · ORIGINAL > https://t.co/prl81a7Ei8 > > Hippius building Bittensor a hyper fabric data transfer and storage layer that will be fit perfectly into training and model delivery incentive mechanisms. > > In so many cases, decentralized technologies merge perfectly with other ones. > > Full stack! Likes 282 · Reposts 42 · Quotes 7 · Replies 9 · [link](https://x.com/const_reborn/status/2027470254385791389) ### 2026-02-24 16:27 UTC · REPLY > @blockmachine_io I was initially bearish on more blockchain data subnets, but this one actually makes a fair amount of sense. Nice work Likes 103 · Reposts 6 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2026333263757754555) ### 2026-02-23 19:19 UTC · QUOTE > Distillation is proof that intelligence is a commodity — it can be extracted, distilled, transferred and hoarded by labs. https://t.co/mhRXswc50q Likes 232 · Reposts 33 · Quotes 2 · Replies 14 · [link](https://x.com/const_reborn/status/2026014091664297999) ### 2026-02-19 21:44 UTC · QUOTE > The infinite context window https://t.co/gL7RbrDyj8 Likes 170 · Reposts 28 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/2024601090012983635) ### 2026-02-19 16:01 UTC · ORIGINAL > Discord adding KYC was such a bad idea. > > We can vibe code Discord with 1 person and a few weeks. > > There is no software moat anymore guys. Likes 194 · Reposts 16 · Quotes 5 · Replies 17 · [link](https://x.com/const_reborn/status/2024514740089663999) ### 2026-02-19 15:04 UTC · QUOTE > Crypto mined inference will always be cheaper. https://t.co/bfspMTc4ou Likes 123 · Reposts 15 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2024500236371063063) ### 2026-02-19 12:51 UTC · REPLY > @decoding_things @mogmachine @KeithSingery It’s super easy to vibe code actually. Hippius i think is already doing storage per coldkey with balance. Likes 34 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2024466855369330974) ### 2026-02-19 00:18 UTC · REPLY > @AlgodTrading Inference is highly subsidized cross industry. 40% cost coverage is a great place to be compared to labs at 1-2%. As the market for tokens reaches maturity everything will rise to >100%. At that point we will be at X multiples. Likes 31 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2024277486700253589) ### 2026-02-18 22:30 UTC · QUOTE > Slowly but surely: everything https://t.co/CmrlZ0tT2t Likes 205 · Reposts 16 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/2024250099543482719) ### 2026-02-18 22:14 UTC · QUOTE > “what jobs will Agents have?” > > Everyone imagines stock trading because it’s the most obvious permissionless market — your agent can “just do it” > > But that’s just the tip of the iceberg: every AI benchmark can be a permissionless market. > > Every compute provision service, inference optimization, ML training, software development — all of them can be freely enterable markets with real productive outputs directly valuable to an agentic economy. > > Those will all be Web3 Likes 134 · Reposts 20 · Quotes 0 · Replies 8 · [link](https://x.com/const_reborn/status/2024246129743843797) ### 2026-02-14 17:22 UTC · REPLY > @macrocrux Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2022723017415987567) ### 2026-02-14 17:21 UTC · QUOTE > Everyone will converge on exploit resistant synthetic benchmarks eventually. https://t.co/2ktPO9bH43 Likes 89 · Reposts 5 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/2022722965176000719) ### 2026-02-14 17:21 UTC · QUOTE > Everyone will converge on exploit resistant synthetic benchmarks eventually. > > We started there https://t.co/2ktPO9ceTB Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2022722838567002426) ### 2026-02-13 18:04 UTC · REPLY > @DistStateAndMe why can't I one click mine bittensor subnets like @markjeffrey's open claw can? > > FAIL!!! Likes 33 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2022371274337464734) ### 2026-02-13 16:12 UTC · ORIGINAL > wild easy. > > https://t.co/mL55wmSEbj > > Run your agents on decentralized infrastructure. Likes 317 · Reposts 54 · Quotes 11 · Replies 15 · [link](https://x.com/const_reborn/status/2022343196685349127) ### 2026-02-13 12:07 UTC · QUOTE > Turns out bot protection is an incentive mechanism also https://t.co/hXwSJsV26Q Likes 169 · Reposts 17 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2022281393313554479) ### 2026-02-13 10:42 UTC · QUOTE > You can run gradient descent on software now https://t.co/IO7GHX9acL Likes 70 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2022259966392815751) ### 2026-02-12 23:40 UTC · REPLY > @DreadBong0 @opentensor Not much will change, I’m still going to be in the same calls and do the same things and continue to write chain code, and make subnets, and run novelty search and call people scammers and suggest changes — just not with the same legal authority (and that’s important ) Likes 379 · Reposts 27 · Quotes 3 · Replies 27 · [link](https://x.com/const_reborn/status/2022093414293286953) ### 2026-02-12 16:41 UTC · REPLY > Basically all subnets on Bittensor are being mined by teams which heavily use AI optimized solutions, scripts that evaluate software submissions or models with multi layer inferences to update them and even higher level scripts that adapt those sub level optimizers continuously. In Bittensor’s final form no one will ever write a miner client. It all just becomes evals + incentives and swarms of agent miners unleashed against them. Literal armies of recursive agent scripts and LLM calls optimizing all aspects of every submission ad infinitum. Likes 232 · Reposts 32 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/2021987989476253978) ### 2026-02-12 13:45 UTC · REPLY > Or own it Likes 30 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2021943763091042535) ### 2026-02-12 13:41 UTC · ORIGINAL > The future is owned by those that can wield the recursion of intelligence. Likes 277 · Reposts 31 · Quotes 3 · Replies 20 · [link](https://x.com/const_reborn/status/2021942850305352109) ### 2026-02-11 19:33 UTC · QUOTE > IMs are wildly under studied https://t.co/Dspw9tlTo9 Likes 88 · Reposts 8 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2021668897376657481) ### 2026-02-10 21:43 UTC · REPLY > @AlgodTrading based king Likes 29 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2021339264026542518) ### 2026-02-10 19:30 UTC · REPLY > @leomercier and set up a call, I can help more on a call. Likes 22 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2021305808122728605) ### 2026-02-10 19:29 UTC · REPLY > when chutes releases its agents framework its easy (just have the miners pay + use OSS models) > > for now you just need to focusing on reducing the expected return for a copied or simple miner since then they will DDOS the subnet and drown you with submissions. > > The way to do that is probably winner takes all and figure out how to differentiate a new submission being objectively better than the previous. > > This is hard cause there is huge variance in agent submissions. > > Alternatively use a S8 or S51 collateral model. Likes 14 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2021305643613945939) ### 2026-02-10 19:11 UTC · REPLY > @leomercier are the agents just models or is the code around them programmable ? Likes 18 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2021300933292859648) ### 2026-02-09 19:41 UTC · REPLY > @gordonfrayne holy jaw lines. Likes 120 · Reposts 1 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/2020946155333615638) ### 2026-02-09 19:37 UTC · REPLY > These are the types of commodities that I think will run with agents. Simple API endpoint and you get access to SOTA predictive signals for various tasks. Want to make a prediction about the weather? the elections? the market? > > For somethings you just get the polymarket odds, but not everything has a polymarket so you actually need a service that does best effort on all questions. Likes 43 · Reposts 0 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/2020945224827048151) ### 2026-02-09 19:35 UTC · REPLY > @TheTNetHunter @numinous_ai https://t.co/S51RIPA15g Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2020944572424093740) ### 2026-02-09 19:35 UTC · REPLY > @numinous_ai https://t.co/FZSV5Jvg63 Likes 27 · Reposts 1 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/2020944552899772914) ### 2026-02-09 19:32 UTC · ORIGINAL > If you're not using cryptographically secure private models what are you even doing with your life? > > https://t.co/WSwanpcSrx Likes 166 · Reposts 16 · Quotes 1 · Replies 10 · [link](https://x.com/const_reborn/status/2020943979894694328) ### 2026-02-09 19:24 UTC · QUOTE > This @numinous_ai agent is the most accurate predictive agent in the world (you can ask it anything and it returns its best probabilistic estimate, for free rn) > > It beats grok, gemini, openai, and all other comparative services. > > Its not just an LLM though, the agents are finetuned to stay on top of prediction markets, news feeds, twitter searches etc and all that is aggregated each query to give you an estimate of some future result. > > Its a perfect incentive mechanism because miners are rewarded for accuracy over thousands of synthetic tasks each day, they can't overfit so they just get better. > > Quite litterally "mining predictive intelligence". > > Really cool. Likes 271 · Reposts 47 · Quotes 8 · Replies 12 · [link](https://x.com/const_reborn/status/2020941921578094970) ### 2026-02-09 19:04 UTC · ORIGINAL > “It's tough to make predictions, especially about the future.” > https://t.co/GlawWAkdXG Likes 107 · Reposts 13 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/2020936862873854063) ### 2026-02-07 12:34 UTC · REPLY > @markjeffrey peeps think agents will be making ponzis and memecoins don't understand what AI actually is or needs. Likes 65 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2020113832899690769) ### 2026-02-07 12:23 UTC · REPLY > @TroyQuasar there is no moat deeper than the one dug by miners. Likes 55 · Reposts 3 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2020111244519227660) ### 2026-02-07 12:23 UTC · REPLY > @TroyQuasar cool. Lets mine them. Likes 56 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2020111098049892426) ### 2026-02-07 12:22 UTC · REPLY > @opentensor never use software not hardened by bittensor miners. Likes 76 · Reposts 4 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2020110938024665595) ### 2026-02-07 12:20 UTC · QUOTE > mining bittensor is the only real AGI test now. https://t.co/X6NcTb6rk7 Likes 244 · Reposts 22 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2020110477368369570) ### 2026-02-07 12:19 UTC · QUOTE > Incentives which improve agents which search the internet feeding mechanisms for agents that predict the future feeding agents which trade your portfolio. https://t.co/1Zkq7eXd3k Likes 120 · Reposts 13 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2020110044231057875) ### 2026-02-06 17:33 UTC · QUOTE > Running on @chutes_ai https://t.co/qRiI8QjPxG Likes 333 · Reposts 55 · Quotes 2 · Replies 11 · [link](https://x.com/const_reborn/status/2019826914224193774) ### 2026-02-06 13:02 UTC · QUOTE > A datacenter optimized by a million competitive agents https://t.co/Sj08IMY3Gd Likes 122 · Reposts 16 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/2019758533433008322) ### 2026-02-06 12:54 UTC · QUOTE > The backbone of the neural internet is inference that backs up against stranded energy. It’s trusted execution environments which run private agents. And it’s natural incentive systems (markets) where agents compete and employee themselves. Yes it’s a crypto sphere. https://t.co/uKQfrhyCGQ Likes 209 · Reposts 28 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2019756529646248081) ### 2026-02-06 12:45 UTC · QUOTE > The backbone of the neural internet is inference that backs up against stranded energy. It’s trusted execution environments which run private agents. And it’s natural incentive systems (markets) where agents compete and employee themselves. Yes it’s crypto a sphere. https://t.co/uKQfrhyCGQ Likes 18 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2019754441054810157) ### 2026-02-06 11:57 UTC · ORIGINAL > Zoom out. > > Seen this a number of times. Bull markets attract the most unsavory of people. They build casinos, ponzis and financial schemes. The market punishes us. > > Next, those people, those scammers leave. Bitcoin goes back to being real. Crypto takes a breath of fresh air, the builders keep building and cycle begins again. > > That cycle literally *is* the technology. A monetary system that reacts and sheds itself. > > If it were any different it would be a stultified cabal that stays ugly for ever. It can’t. That’s what is good about it. > > When you understand technically what was built with Bitcoin. You’ll understand it doesn’t matter if Epstein funded the core developers. It doesn’t matter if Satan himself runs the nodes, made a DAT, or wrote the code. > > The structure or Bitcoin is itself Good and decentralized, and fair. > > The need for this monetary revolution didn’t end with a price drop and indeed we need it now more than ever. > > LFG Likes 498 · Reposts 81 · Quotes 12 · Replies 47 · [link](https://x.com/const_reborn/status/2019742359622164541) ### 2026-02-04 13:18 UTC · REPLY > @erfan_mhi https://t.co/CubqHNvARF Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2019037762033487935) ### 2026-02-04 13:13 UTC · QUOTE > Huge innovation in RL training over-internet. This completely unlocks stranded compute removing the need for RL in centralized megalithic datacenters. > > Slowly but surely, we will beat them, together. https://t.co/xJuajWFS7s Likes 255 · Reposts 46 · Quotes 4 · Replies 9 · [link](https://x.com/const_reborn/status/2019036529486905373) ### 2026-02-04 00:09 UTC · ORIGINAL > Agents that upgrade themselves that run their own infrastructure that live entirely on digital currency Likes 220 · Reposts 22 · Quotes 7 · Replies 28 · [link](https://x.com/const_reborn/status/2018839416299762016) ### 2026-02-03 16:19 UTC · REPLY > This wasn’t a rug. This was an example of markets doing their job. Beliefs updated about who owned the subnet because someone was watching a github→ rankings changed → prices moved. > > That was just information aggregation via swarm intelligence. > > Pumpfun is gambling on nothing. It gathers no information and ranks no products. > Bittensor subnets are repriced based on real signals. > > Confusing the two is a category error. Likes 73 · Reposts 4 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2018721077242028131) ## 2026-01 ### 2026-01-31 19:20 UTC · REPLY > @DragulaCapital Sure. You can vibe code clawdbot in a day. The only thing it actually needs is compute, inference, storage intelligence and data — and a payment rails. Likes 24 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2017679327626678541) ### 2026-01-31 19:07 UTC · ORIGINAL > Crypto price volatility is a fair price to pay being free from this pedophilic gong show Likes 411 · Reposts 48 · Quotes 2 · Replies 36 · [link](https://x.com/const_reborn/status/2017676100378177605) ### 2026-01-31 11:03 UTC · REPLY > @Cats_CR @taohash @ridges_ai unpaid* Likes 43 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2017554281902031015) ### 2026-01-31 11:03 UTC · REPLY > @Cats_CR @taohash @ridges_ai Vune is effectively the tech lead on substrate right now. He does an unbelievable amount of work late hours behind the scenes keeping Bittensor alive and upgrading. Likes 85 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2017554231935356943) ### 2026-01-29 13:49 UTC · ORIGINAL > After AI, it’s all just commodities. > Own them, make them on Bittensor. Likes 336 · Reposts 43 · Quotes 2 · Replies 14 · [link](https://x.com/const_reborn/status/2016871202233401527) ### 2026-01-29 01:37 UTC · QUOTE > Two subnets on Bittensor are building the fundamental technologies that would allow us to build OSS non-ORB verifiable human detection: 1) human uniqueness and 2) deepfake detection. Together they will build us a social network. Without scam-Altman orbs. https://t.co/NxZPeFJ880 Likes 349 · Reposts 32 · Quotes 7 · Replies 22 · [link](https://x.com/const_reborn/status/2016687076465344690) ### 2026-01-28 21:30 UTC · REPLY > @Surrealbear https://t.co/KOaFs4uGXf > Finetuning some really good models here. https://t.co/Nv4t0sdC8A Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2016624881174036590) ### 2026-01-28 12:56 UTC · REPLY > @AndyAyrey "make it shorter with more brevity Claude. make no mistakes." Likes 15 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2016495574015467981) ### 2026-01-28 12:30 UTC · REPLY > @potbellyman123 @tseutseutao I honestly have no clue who owns this wallet Likes 42 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2016488959090512294) ### 2026-01-28 01:05 UTC · REPLY > @kineticalchemy Yes. Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2016316574337040852) ### 2026-01-27 21:47 UTC · REPLY > @decoding_things if non-dilutive to token holders it is only positive. JJ is a great marketer and product man. Likes 23 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2016266717844947183) ### 2026-01-27 21:41 UTC · REPLY > @MeldrumKev signal can be built on hippius pretty well. Likes 37 · Reposts 5 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/2016265309087260764) ### 2026-01-27 21:09 UTC · QUOTE > This guy is such a partisan shill. > Sad. https://t.co/6c6fPhQZy3 Likes 99 · Reposts 1 · Quotes 0 · Replies 12 · [link](https://x.com/const_reborn/status/2016257253473415632) ### 2026-01-27 21:01 UTC · ORIGINAL > Cryptographically secure private Kimi > > https://t.co/gSNftp9uYV https://t.co/zgVnkR6lL8 Likes 168 · Reposts 21 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/2016255348055621849) ### 2026-01-27 21:01 UTC · ORIGINAL > https://t.co/gSNftp9uYV > > Cryptographically secure private Kimi Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2016255228123750872) ### 2026-01-27 20:55 UTC · REPLY > Canada is also great <3 Likes 31 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2016253649987441135) ### 2026-01-27 20:53 UTC · QUOTE > I'm saying this to all talented individuals. > > Mine Bittensor. > > Live where ever you want. https://t.co/E87ir36ycN Likes 306 · Reposts 26 · Quotes 2 · Replies 17 · [link](https://x.com/const_reborn/status/2016253263067115817) ### 2026-01-27 20:04 UTC · REPLY > @BitLoic Wishing you the deep and healing journey @BitLoic Likes 19 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2016240825655493030) ### 2026-01-27 14:04 UTC · QUOTE > Work to decentralize it. https://t.co/98wAZxUo7b Likes 66 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2016150360671363263) ### 2026-01-26 15:52 UTC · REPLY > @frihetspenger @HungNgu76442123 If you can train foundation models in a decentralized setting (hardest largest models) then you can train any model. They just commoditized training. Pretty lucrative. Likes 7 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2015815092005187853) ### 2026-01-26 13:02 UTC · ORIGINAL > Your favorite app is just a prompt running on a server. Your favorite website is just a prompt + some storage. Your favorite chat app is just a prompt + inference. > > When software is cheap everything digital is just AI + commodities: storage, compute, inference, intelligence. Likes 325 · Reposts 46 · Quotes 1 · Replies 18 · [link](https://x.com/const_reborn/status/2015772271063728295) ### 2026-01-23 13:30 UTC · ORIGINAL > The crystallization of intelligence commodities https://t.co/qq9wFjxxHe Likes 107 · Reposts 6 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/2014692312589255031) ### 2026-01-23 13:26 UTC · QUOTE > Schools of the future will just be proctors > > i.e. testing facilities which manage non gameable, non memorizable benchmarks, like Bittensor validators. > > You’ll learn on your own with AI and visit test taking facilities to prove any skill you want. https://t.co/cCL2ghWu9S Likes 155 · Reposts 15 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2014691122887409971) ### 2026-01-22 21:03 UTC · REPLY > @CryptoZPunisher @YouseFmBTC I’ll bring you back in Likes 60 · Reposts 0 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/2014443719382925694) ### 2026-01-22 16:40 UTC · REPLY > @mentatminds thats really cool Likes 36 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2014377647296360615) ### 2026-01-21 23:47 UTC · REPLY > @opendansor Don’t launch a secondary token. Likes 15 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2014122805009195291) ### 2026-01-21 23:13 UTC · QUOTE > Templar is reaching centralized lab size. > > This plays into Bittensor’s greater vision for a decentralized AI lab that trains its own foundation models, fine tunes them, RL reinforces them, inferences them and wraps them as agents. > > An entirely open, incentivized, decentralized AI stack. > > Bottom up and importantly out, for everyone. Likes 359 · Reposts 83 · Quotes 4 · Replies 18 · [link](https://x.com/const_reborn/status/2014114187975307599) ### 2026-01-21 22:53 UTC · QUOTE > Bigger. https://t.co/z4TrVVxgEU Likes 305 · Reposts 40 · Quotes 5 · Replies 16 · [link](https://x.com/const_reborn/status/2014109186792017976) ### 2026-01-21 15:49 UTC · QUOTE > See ya in the trenches 🪏 https://t.co/KPceAk20pX Likes 380 · Reposts 43 · Quotes 0 · Replies 13 · [link](https://x.com/const_reborn/status/2014002392048517256) ### 2026-01-20 20:38 UTC · QUOTE > Maybe insider Jason can, but you can't pivot from crypto to those companies. > > Thats the problem. Likes 137 · Reposts 4 · Quotes 0 · Replies 11 · [link](https://x.com/const_reborn/status/2013712854747066458) ### 2026-01-20 12:20 UTC · REPLY > @heartBittao @aixbt_agent Well shit … Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2013587336760574345) ### 2026-01-20 01:32 UTC · REPLY > Subnets that are on a cyclical downtrend like those that had a massive rise before taoflow (Synth and Ridges are examples) have underperformed, yes, this is by design: shifting from entrenched price to dynamic flow-based emission. > > Assuredly, when sentiment shifts on those projects (which it will) they will see the same upside other teams are seeing. Look to the aggregate of prices in the image below for proof of that. > > Taoflow has clearly been very net-POSITIVE for builders on Bittensor. > > The clanker doesn’t know what it is talking about. Likes 178 · Reposts 14 · Quotes 5 · Replies 14 · [link](https://x.com/const_reborn/status/2013424282970263854) ### 2026-01-18 00:48 UTC · REPLY > It’s not regulation which saves us. EU style bureaucracy just ensures advancement doesn’t birth itself in that ecosystem. > > Corporatism is the most capital efficient solution and the clear winner in 2026. Yet birthing this in either jurisdiction, China or USA through the corporation will certainly lead to an unholy union of state corporate fascism (already organizing itself predictably out of Silicon Valley). This is just because there are such strong self reinforcing qualities (monopolization is always the goal and likely outcome of a corporation). > > The first (regulation) is not a route at all because it nullifies itself and the second (corporate control) is dystopian. > > There is a third i believe which builds the control structure and capital formation structure for AI using the immutable tooling of protocol technologies, Bitcoin being the prime example of a tech which avoids monopolization through its design. > > “Can’t monopolize and centralize” while simultaneously “can’t be stultified and is efficient” must be the carrying qualities of such a system. Likes 83 · Reposts 6 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2012688518401699887) ### 2026-01-17 17:55 UTC · REPLY > @darubaru That’s the trick. Decentralization requires a protocol which creates consensus. In Europe it used to be the Church. In Greece it was Delphi. In Bitcoin it is the game theoretic incentives. In Bittensor it’s calls Yuma. Etc. With consensus the system isn’t divided. Likes 59 · Reposts 7 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2012584571447947642) ### 2026-01-17 17:03 UTC · REPLY > @darubaru Who are you lumping me with? Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2012571419633135751) ### 2026-01-17 16:55 UTC · ORIGINAL > The “west” is just the advocates of pluralism. > > From the city states of Ancient Greece, to the senators of Rome, through the Christian nations of Europe, in the divided houses of US, and finally under the immutability of blockchains. > > The western project is simple and continuous: to create decentralization under a protocol. > > It is not the mythos of China, nor Persia, nor Russia — it is our unique project. Likes 100 · Reposts 9 · Quotes 3 · Replies 16 · [link](https://x.com/const_reborn/status/2012569445332304280) ### 2026-01-16 20:33 UTC · REPLY > @rocp34 It was an interesting exploit that allowed MeV'rs to cancel their own transactions (if they are not profitable) by gaming the chain transaction priority. We will have this solved in the next few days. Likes 82 · Reposts 4 · Quotes 6 · Replies 6 · [link](https://x.com/const_reborn/status/2012261826101182480) ### 2026-01-16 12:04 UTC · ORIGINAL > To run a subnet is to be a ruler of a nation of citizens with access to private money, encrypted comms, permission-less access, and identity duplication. Rather than ban (you cant ban) rather than control (you can’t control) rather than trace (you can’t find), you are FORCED to align — to wrestle with making your system strong irrespective of attackers. > > This is the profundity of mechanism design. Likes 370 · Reposts 63 · Quotes 5 · Replies 14 · [link](https://x.com/const_reborn/status/2012133818258411526) ### 2026-01-16 11:56 UTC · ORIGINAL > To run a subnet is to be a ruler of a nation of citizens with access to private money, encrypted comms, permission-less access, and identity duplication. Rather than ban (you cant ban) rather than control (you can’t control) rather than trace (you can’t find), you are FORCED to align — to wrestle with making your system strong irrespective of attackers. > > This is the profundity of mechanism design. Likes 23 · Reposts 2 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2012131949133856802) ### 2026-01-13 22:43 UTC · REPLY > @TaoAlerts @opentensor Its an edge case, but we are looking into it. https://t.co/0I2jUwztJV Likes 64 · Reposts 0 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/2011207585337425981) ### 2026-01-12 17:43 UTC · REPLY > @polyweatherr You mean when i called out the charlatan? Useful fool. Good luck. Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2010769707025002537) ### 2026-01-12 16:44 UTC · REPLY > @_landgren_ https://t.co/KHJRrK6o4v Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2010754834345951318) ### 2026-01-12 12:54 UTC · QUOTE > The implosion of human-centric financial systems will invariably lead us towards decentralized counterparts which build off “can’t be influenced” instead of “wont be” https://t.co/7RYPhqgTGs Likes 219 · Reposts 26 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/2010696952594186544) ### 2026-01-09 18:24 UTC · ORIGINAL > 2026 is already becoming Bittensor's Year of Integration. > > There are no explicit incentives for teams to work together. It's just happening. > > "survival of the fittest" -> "survival of the collaborative" Likes 520 · Reposts 95 · Quotes 8 · Replies 21 · [link](https://x.com/const_reborn/status/2009692868852486594) ### 2026-01-09 18:22 UTC · ORIGINAL > 2026 is already becoming Bittensor's ear of Integration. > > There are no explicit incentives for teams to work together. It's just happening. > > "survival of the fittest" -> "survival of the collaborative" Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2009692286389489934) ### 2026-01-09 13:06 UTC · REPLY > @EMostaque Cool idea @EMostaque > > Our concern would be adversarial prompting. But thinking … Likes 29 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2009612745055125606) ### 2026-01-09 12:36 UTC · REPLY > @Pop_Collapse @ugo_chiya21 Apologies for the harshness. DM me and I’ll explain anything you want help with. Likes 36 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2009605083512922147) ### 2026-01-09 12:34 UTC · ORIGINAL > Bittensor is built off of the belief that we, as a community, can govern. It’s rooted in faith in the individual, in humans, in tao holders. > > Many people told me not to believe in that. I do. > > But we can fail, and that agency is our own. > > We have a choice with what we build, and with what we support, on Bittensor and with our TAO. > > We can destroy ourselves in meaningless ponzis (it is very possible), or we can recognize our responsibility as individuals, with power in this network, to support what works and what functions. > > And thus support the builders, engineers and dreamers that are making a free and open world for AI. Likes 483 · Reposts 86 · Quotes 14 · Replies 40 · [link](https://x.com/const_reborn/status/2009604716632650208) ### 2026-01-09 12:14 UTC · QUOTE > Open will win. https://t.co/OiTyOTqs5A Likes 130 · Reposts 7 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2009599592774676501) ### 2026-01-09 12:09 UTC · REPLY > @ugo_chiya21 @Pop_Collapse I also hope she bounces back stronger. If she’s an athlete she’ll get what i am saying. Likes 20 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2009598481682555158) ### 2026-01-09 12:08 UTC · REPLY > @futileturtle @opentensor Guidance: ask yourself, does the subnet produce a digital commodity? Do the miners do something productive? Intelligent? Hard? Is it not ponzi? Does it relate to AI? > > If “no” to any, don’t get involved. Or take your own risk and don’t come crying. Likes 185 · Reposts 10 · Quotes 4 · Replies 16 · [link](https://x.com/const_reborn/status/2009598183920583002) ### 2026-01-09 11:33 UTC · REPLY > Post Mortem: you invested your wTAO into clear ponzi: it was an EVM (not on Bittensor) contract which took your money and leveraged it to buy a subnet token. > > It wasn’t built on Bittensor. It was built on Ethereum. Subnets on Bittensor can’t be rugged by builders, they can’t have that type of vulnerability. > > We built it that way to reduce the likelihood of people getting hurt. Turns out the impulse towards ruin for some is extreme. > > There were multiple people that came into the channel (from the Bittensor community) that told people not to get involved. > > Multiple times people pointed to the insecurity of the EVM contract. That the team was undoxxed. Multiple times people questioned the nature of the subnet. > > Those messengers were attacked. The people that attacked them? Investors you cheered on. You didn’t care. > > Now you’re in the comments of 127 (another financial scheme) egging it on. > > My guidance: look in the mirror. Likes 259 · Reposts 21 · Quotes 3 · Replies 33 · [link](https://x.com/const_reborn/status/2009589272462914045) ### 2026-01-08 15:38 UTC · QUOTE > If the miners don’t do anything it’s not a sustainable subnet on Bittensor nor is it something that will benefit the ecosystem. > > Yes, it is possible to attract capital into a subnet slot and use the chain emission design to make that more attractive. > > Does that produce something though? No. It’s just money chasing money. > > Financial schemes on Bittensor will never be attractive to me. They are not why I am here. Likes 160 · Reposts 18 · Quotes 2 · Replies 26 · [link](https://x.com/const_reborn/status/2009288636408152185) ### 2026-01-07 23:13 UTC · REPLY > Without nesting AI control into a protocol that continuously reassigns influence, dynamically, with work, power centralizes by default and we risk it all. Likes 28 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2009040614336155680) ### 2026-01-07 23:11 UTC · REPLY > The important characteristic of work derived from energy is that it's not "hoardable": it is a continually costing, earned continuously, and resistant to centralization -- you can't centralize it. Likes 24 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2009040327491903965) ### 2026-01-07 23:10 UTC · REPLY > How can you decentralize power on the internet when everything in malleable? For a currency you need something that can't be cheated, copied, and duplicated, namely computing power. That's what Bitcoin ties itself to. Likes 21 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2009039888428024300) ### 2026-01-07 23:08 UTC · REPLY > AI researchers are searching through mathematics, political science and economics for solutions to our humanitarian plight but the example isn't there, it's in distributed systems -- this is a proof of weight problem no different that the one Bitcoin solves for. Likes 25 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2009039476329193644) ### 2026-01-07 22:39 UTC · QUOTE > Dwarkesh isn’t wrong -- he’s just not serious enough. > > This isn’t just the beginning of an unequal economic game. > > The invention of AI, and by extension robotics, leads to runaway power concentration. We are eroding the economic weight of the individual human, and therefore the decentralization of power that derives from flesh. > > Without carefully constructed ownership and openness layers, humanity doesn’t end up unequal -- it ends up enslaved. Likes 153 · Reposts 20 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/2009032093729477050) ### 2026-01-06 21:41 UTC · REPLY > Claude "build me a currency which transforms latent energy into intelligence, make no mistakes" Likes 129 · Reposts 8 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/2008655153529057395) ### 2026-01-06 21:39 UTC · QUOTE > cool idea https://t.co/kzn3FvWtJo Likes 352 · Reposts 46 · Quotes 2 · Replies 26 · [link](https://x.com/const_reborn/status/2008654674598260818) ### 2026-01-06 21:28 UTC · QUOTE > Fiat AI on the run. https://t.co/Ii5D5yY0z4 Likes 102 · Reposts 7 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2008652005527744604) ### 2026-01-06 16:02 UTC · REPLY > @jon_durbin Real privacy Likes 36 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2008569833710035061) ### 2026-01-06 13:11 UTC · ORIGINAL > “OpenAI serves the most tokens, but soon most of the tokens will be from open models” — @nvidia > > This is the future where open inference will shine. @chutes_ai, already the largest open model provider on Openrouter paving that road. > > https://t.co/JY9T8tdAcq Likes 407 · Reposts 79 · Quotes 5 · Replies 8 · [link](https://x.com/const_reborn/status/2008526853984973067) ### 2026-01-05 23:31 UTC · REPLY > That's not the point really: > > - Google doesn’t do SHA-256 > - Bitcoin doesn’t do TPUs > > You can't really compare them. > > The point is that Bitcoin emits X Billion of block rewards directly into a continuously auctioned global, permissionless, 24/7, hyper-competitive market for electricity and hardware. > > That structure means Bitcoin converts value into compute where it is cheapest. Bang-for-buck more efficiently. > > A centralized firm can buy more hardware, but it cannot reproduce that level of competitive pressure. > > Same point with Templar, it takes its market directly to the salient variable for training: gradient based loss reduction ( the miners get paid based on how much they improve the model each step ) > > Markets for gradients can out-perform centralized training here. It's just that the leverage doesn’t come from more compute, it comes from aligned incentives. Likes 130 · Reposts 16 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2008320502142472419) ### 2026-01-05 22:07 UTC · QUOTE > "If AI, and thus the productive capital of the world is centrally owned, capital compounds forever and the rich inherit the galaxies without us" -- @dwarkesh_sp https://t.co/ssIfvIDLeg Likes 115 · Reposts 8 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/2008299300414005249) ### 2026-01-05 21:30 UTC · REPLY > @dwarkesh_sp @pawtrammell There is a third path Likes 14 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2008290096563225043) ### 2026-01-05 20:50 UTC · REPLY > "...Bitcoin, you have examples of prior decentralized projects that utilized far more compute" -- indeed, not just "more" compute, but more than centralized systems, by magnitudes. > > Things change when incentives are added (Bitcoin, arguably has much more compute power than even Google) > > Tech wise: I'll link you to the guys building this on Bittensor. Likes 76 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2008280010252316924) ### 2026-01-05 20:36 UTC · ORIGINAL > Only gonna get bigger: > @jackclarkSF (https://t.co/YYLYUBvkjT) > > Soon: > SparseLoCo + PP-Compress Likes 228 · Reposts 46 · Quotes 10 · Replies 4 · [link](https://x.com/const_reborn/status/2008276355742609537) ### 2026-01-05 19:51 UTC · REPLY > @miles_engineer I hope Bittensor gives the world a protocol for neutral digital production -- under the umbrella of Bitcoin's monetary neutrality. Likes 186 · Reposts 28 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/2008265035815284782) ### 2026-01-05 18:05 UTC · QUOTE > It’s in moments like these that the real Bitcoin thesis reveals itself: > > Satoshi wasn’t here for fast finance or NFTs. He was here because he understood -- like some of the few remaining OGs in this space -- that money is the protocol of empires. > > And that giving humanity a cryptographically fair monetary system might also give us something rarer: > a foundation for a moral international order. Likes 211 · Reposts 26 · Quotes 1 · Replies 18 · [link](https://x.com/const_reborn/status/2008238326969487840) ### 2026-01-04 11:21 UTC · REPLY > @KingsGoodServnt @nic_carter Power matters. But wisdom has always known that power alone cannot hold a world together. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2007774410099605685) ### 2026-01-04 02:03 UTC · REPLY > @XenFlares @NickSzabo4 something about a pattern in the the first 22k blocks linked to satoshi. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007633849229160511) ### 2026-01-04 01:59 UTC · REPLY > @not0nlin3 I hope. > > https://t.co/xm0rkPGg6s Likes 3 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2007632833570058353) ### 2026-01-04 01:50 UTC · REPLY > @XenFlares @NickSzabo4 I think countries are just protocols too. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007630621854884229) ### 2026-01-04 01:36 UTC · REPLY > @Pop_Collapse pretty close Likes 5 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007627095363707114) ### 2026-01-04 01:30 UTC · REPLY > the people losing faith. > > https://t.co/QAJQfdBDL4 Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2007625704557731988) ### 2026-01-04 01:25 UTC · REPLY > anarchic > > https://t.co/kmv12aew2p Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007624507918561578) ### 2026-01-04 01:24 UTC · REPLY > @NickSzabo4 You made one @NickSzabo4: the powerful country is called Bitcoin. Likes 31 · Reposts 1 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2007624146625450036) ### 2026-01-04 01:08 UTC · REPLY > The cynicism is rampant > https://t.co/HwItiHFoHg Likes 6 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2007620083196277169) ### 2026-01-04 01:07 UTC · REPLY > https://t.co/Vz9yCJPVCy Likes 16 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007619780694683716) ### 2026-01-04 01:06 UTC · REPLY > https://t.co/UxaOK4u9o0 Likes 8 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2007619730677608480) ### 2026-01-04 01:06 UTC · REPLY > https://t.co/93MjUzjCWT Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007619688780743021) ### 2026-01-04 01:04 UTC · REPLY > @hcaulfield8148 Yes. Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007619117482946679) ### 2026-01-04 01:04 UTC · REPLY > @RyanBethencourt I like to think there are two types of people: those that exploit broken systems, and those that make new non-exploitable ones. Neither is wrong, but I prefer being the later. Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007619064043278566) ### 2026-01-04 01:02 UTC · REPLY > @ericweinstein Bitcoin is international law. Likes 81 · Reposts 7 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2007618557413376381) ### 2026-01-04 00:51 UTC · REPLY > @von_hl Build systems that are inherently legitimate (i.e. privacy preserving, neutral, permissionless, fair, productive aligned) constrained through cryptographic tools that make realpolitik ineffective. Likes 11 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2007615826229375445) ### 2026-01-04 00:49 UTC · REPLY > @ebere_uju35239 this is our lane. Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2007615429389496351) ### 2026-01-04 00:09 UTC · REPLY > But that's not the end: the absolute power of Realpolitik, of Rome for instance, begets the creation of new legitimate systems of power designed to remain fair even under adversarial conditions. > > Where Rome fell, the legitimacy of Christianity followed. > Where the US falls, mechanisms such as Bitcoin will follow. > > and if we are to make a new world with this knowledge, our next systems must not deny power politics, exploitation, deception, Trumpism -- they must assume them. > > This is why digital currency as a political tool is so profound: A language of power and money that we can use cryptographically constrain these forces. > > Embedding fairness, neutrality, and shared rules directly into the algorithmic systems themselves. > > The goal is not to eliminate the struggle for power, but to internalize it -- so that even self-interested, adversarial behavior produces legitimate outcomes. > > Do not fear the exploit. Design for it Likes 95 · Reposts 8 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/2007605197359460726) ### 2026-01-04 00:02 UTC · ORIGINAL > The intervention in Venezuela is pure Realpolitik (hyper-pragmatic power-focused politics) and like all Realpolitik: it will increase short-term U.S. leverage (i.e. oil control), while simultaneously eroding U.S. legitimacy. > > That lost legitimacy is also lost soft power: legitimacy attracts voluntary cooperation because people believe your authority is justified -- by value, fairness, and ideal -- rather than obeyed out of force. > > In other words, when you are legitimate, people work with you because they want to (cheap), now they work with you because you coerce them (expensive) -- and this it demands more force, more pressure, more enforcement, more ... Realpolitik. > > In this way, Realpolitik ultimately undermines its own pragmatism because the spree of short-term leverage destroys the system that provided effective power over time. > > Realpolitik exhausts itself. Likes 193 · Reposts 17 · Quotes 2 · Replies 24 · [link](https://x.com/const_reborn/status/2007603419486339240) ### 2026-01-03 15:48 UTC · REPLY > @emquibilan @actualinc Tom responded here. Good! https://t.co/871PRJpVw3 Likes 42 · Reposts 6 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2007479075032482217) ### 2026-01-03 12:24 UTC · REPLY > @emquibilan @actualinc I haven't a clue. Peak vague posting getting out of control. Don't value this subnet until they actually show code, without that just looks like they are taking the piss. Likes 62 · Reposts 5 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/2007427761967628312) ### 2026-01-03 12:19 UTC · REPLY > @actualinc https://t.co/XVPL37u1eJ Likes 26 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2007426513608507882) ### 2026-01-01 00:25 UTC · REPLY > Why does Elon need 1M GPUs? It’s so he can scale 100 engineers with 10000 GPUS and brute force past OpenAI. > > But we can organize people better than this, find the right person and they only need 1000 GPUs, once. Likes 112 · Reposts 7 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/2006522126304755898) ## 2025-12 ### 2025-12-31 21:35 UTC · QUOTE > There is no way to compete with fiat-money tank engines in the center lane. > > We either invent new systems of organizing compute and human capital or we roll over to the guy with the bigger data center. https://t.co/SFpOMZixO9 Likes 184 · Reposts 19 · Quotes 2 · Replies 9 · [link](https://x.com/const_reborn/status/2006479414574592245) ### 2025-12-30 01:19 UTC · REPLY > @CryptoZPunisher Gunning for rank #1 need to beat Binance. Likes 75 · Reposts 3 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/2005810971931967698) ### 2025-12-28 12:08 UTC · REPLY > @RahulKumaran4 Let’s do it. Reach out Likes 60 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2005249586227744988) ### 2025-12-24 15:21 UTC · REPLY > @TaoIsTheKey @BittensorTaoX no. All my TAO is going from root -> subnets. Visible on chain if you want proof. Likes 84 · Reposts 11 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2003848614599434682) ### 2025-12-24 02:48 UTC · REPLY > @pepeleplutus @airesearch12 @tseutseutao @VantaTrading you cant measure burn, people using the burn key is just a way to make it transparent, if you punish burn people will just do it other ways (there are many) Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2003659058134548611) ### 2025-12-24 01:53 UTC · REPLY > @pepeleplutus @airesearch12 @tseutseutao @VantaTrading this doesnt work Likes 3 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2003645072697622928) ### 2025-12-24 01:40 UTC · REPLY > @airesearch12 @tseutseutao @VantaTrading watch me get dragged through the mud fixing this though. Likes 47 · Reposts 0 · Quotes 1 · Replies 13 · [link](https://x.com/const_reborn/status/2003641839480611030) ### 2025-12-24 01:39 UTC · REPLY > @airesearch12 @tseutseutao @VantaTrading I agree Likes 35 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2003641744370585787) ### 2025-12-23 11:41 UTC · REPLY > @ttsheik We actually have a feature branch for it, but there are some things on Bittensor that need to go first. Likes 32 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2003430719033606183) ### 2025-12-21 00:45 UTC · REPLY > @oneandahafcats @CaiusScottus @here4impact ok bud Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2002540861209653490) ### 2025-12-20 22:59 UTC · REPLY > @oneandahafcats @CaiusScottus @here4impact For your wall, of course https://t.co/YxhNVWdpVO Likes 19 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2002514300548886596) ### 2025-12-20 22:56 UTC · REPLY > @oneandahafcats @CaiusScottus @here4impact It wasn’t deleted. You can easily find it. > It wasn’t possible to launch it anonymously since there are too many people that watch my activity, when it became obvious to more than one person what my subnet was they would have privileged information ( worse) > > Clown 🤡 Likes 45 · Reposts 1 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2002513497360593320) ### 2025-12-20 22:52 UTC · REPLY > @JunggutShamil @pepeleplutus @CryptoZPunisher @here4impact @fish_datura Registration fees? Likes 1 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2002512406615122108) ### 2025-12-20 22:50 UTC · REPLY > @richdotca @CaiusScottus @here4impact That’s unsold owner emission Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2002511983292424339) ### 2025-12-20 20:57 UTC · REPLY > @Bordeauxred25 @slopez32185 @here4impact I would have a public convo about it if it were a serious proposition. Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2002483641100955727) ### 2025-12-20 20:56 UTC · REPLY > @pepeleplutus @CryptoZPunisher @here4impact @fish_datura They don’t have absolute power but they do have power delegated through root and that is theirs to use on behalf of token holders. Likes 10 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/2002483252557455460) ### 2025-12-20 20:54 UTC · REPLY > @0xarrash Can’t wait for Glitch to go live mate Likes 45 · Reposts 3 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/2002482840420929577) ### 2025-12-20 20:52 UTC · REPLY > Who enforces that requirement system? This was root, it worked ok, but ultimately you need police for the police and the thing falls apart. I actually think (with the exception of some inefficiencies) we continue to get a better and more aligned network utilizing market dynamics instead of police forces. Likes 32 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2002482370847617429) ### 2025-12-20 20:49 UTC · REPLY > @GRANDMORPH @here4impact 100 agree Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2002481550701781489) ### 2025-12-20 20:48 UTC · REPLY > @here4impact Thank you Michael it has become a helpful forum Likes 58 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2002481267074609335) ### 2025-12-20 20:47 UTC · REPLY > @badenglishtea @slopez32185 @here4impact Triumvirate and soon the two validator + subnet houses. Technically i only have soft power, which i do wield with the violence of someone that lives this blood sweat and tears. While that lasts I intend to use it. Likes 48 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2002481030150885738) ### 2025-12-20 20:44 UTC · REPLY > @Contrarian21 @slopez32185 @here4impact better subnets, more connected infrastructure, less parasites Likes 92 · Reposts 7 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2002480295292076536) ### 2025-12-20 20:43 UTC · REPLY > @CryptoZPunisher @here4impact @fish_datura What should he do instead ? Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2002479947999588642) ### 2025-12-20 20:42 UTC · REPLY > @CaiusScottus @here4impact I was also Ready’s #1 supporter and buyer for months. My opinions changed and then changed again, i recently bought. Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2002479660647460932) ### 2025-12-20 20:41 UTC · REPLY > Thanks Michael. I read your thread i see the point and I agree that we should not arbitrarily change rules, that slow is steady and steady is fast, and yet, there is also reality of upgrading this network in a way that is positive. I hope you can trust i don’t have other motives than the success of this network. Likes 83 · Reposts 2 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/2002479397442339217) ### 2025-12-20 20:38 UTC · REPLY > @CaiusScottus @here4impact I’ve never bought Affine. The emission is sustained by Tao holders who i believe see the vision and why it is good for Bittensor. But candidly i have thought i might turn off emissions on Affine just because it’s exhausting suffering the incessant insinuation of self play. Likes 18 · Reposts 1 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/2002478703050436883) ### 2025-12-20 20:33 UTC · REPLY > For sure. I hear the opinion. Many opinions. Some are good, some are bad, some are misinformed, some are bad faith and some are down right malicious. Many people claim funds exist that don’t, it’s a classic game I’ve seen it a lot. > > “I met a guy with 1T dollars who said he wouldn’t invest because you did this thing i didn’t like” — ok. Likes 23 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2002477564560879733) ### 2025-12-20 20:29 UTC · REPLY > We will continue to finetune Bittensor’s TAOs emission distribution in a way that is in alignment with the success of the network. We are considering ways that allow more participants to regulate Tao flow on subnets like X that have found exploits and or ways that increase the cost of those types of attack vectors. It is an organic process with many brilliant people never ceasing to fight for the networks success. Likes 77 · Reposts 6 · Quotes 7 · Replies 6 · [link](https://x.com/const_reborn/status/2002476385718169747) ### 2025-12-20 20:25 UTC · REPLY > @CryptoZPunisher @here4impact It doesn’t do anything. It was bought by fish and people (not me) have speculated on it. I don’t have any tokens to sell and we introduced Taoflow to damage non productive subnets which rest only on price — it worked and 28 has less emission. Likes 16 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2002475591761866885) ### 2025-12-20 20:24 UTC · REPLY > @pepeleplutus @here4impact I think that there are many actors with power in the ecosystem. Validators have their power and that is good, in proportion. Likes 4 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/2002475153960415449) ### 2025-12-20 20:22 UTC · REPLY > @taostacker @here4impact He’s not, I sold his token because it was gettin too hot with chain buys. I DM’d him why too. Bittensor is regulated by token holders, this is me doing just that. Likes 29 · Reposts 0 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/2002474815278731689) ### 2025-12-20 20:15 UTC · REPLY > @here4impact I will continue to upgrade Bittensor and stop bad actors from hurting this network until the day I die. > > If your investors are looking for a investment that simply rolls over and dies, this ain't it. Likes 164 · Reposts 8 · Quotes 4 · Replies 22 · [link](https://x.com/const_reborn/status/2002473021093871935) ### 2025-12-20 17:34 UTC · QUOTE > The important thing is that we do the right thing, exploits are signals that teach a mechanism, organism, network how to harden > > Don't fight the exploit, learn from them > March 30th SF. > > Cya. Likes 171 · Reposts 17 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/2002432429278085130) ### 2025-12-20 13:19 UTC · QUOTE > You can now inference quantum processors on Bittensor. https://t.co/4VHLEWjx1b Likes 538 · Reposts 87 · Quotes 3 · Replies 16 · [link](https://x.com/const_reborn/status/2002368148951982444) ### 2025-12-20 13:17 UTC · QUOTE > You can now have OSS quantum inference processing on Bittensor. https://t.co/4VHLEWjx1b Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2002367858941046870) ### 2025-12-20 13:15 UTC · REPLY > @badenglishtea @heartBittao @qBitTensorLabs @qbraid_official @QuantumRingsInc @OpenQuantum_ Quantum was in top 10 emission on 11/18 @badenglishtea. > > Don't ask me why people/miners (maybe yourself?), decided to sell it and drop flows to zero. > > Your team is so bitter. Bob shouldn't leave Bittensor, he should leave you guys. https://t.co/ZAZPItgSqk Likes 66 · Reposts 7 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/2002367314243527051) ### 2025-12-19 16:08 UTC · QUOTE > vibe code any AI application you want https://t.co/AopHfXrgRB Likes 228 · Reposts 24 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/2002048343380545998) ### 2025-12-18 23:47 UTC · QUOTE > 79.2* > > Gold standard, SOTA > https://t.co/y2mwpfejg3 https://t.co/eZagejCMVY Likes 189 · Reposts 21 · Quotes 4 · Replies 6 · [link](https://x.com/const_reborn/status/2001801650365702443) ### 2025-12-18 23:47 UTC · QUOTE > 79.2 > > Gold standard, SOTA > https://t.co/y2mwpfeR5B https://t.co/eZagejDkLw Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2001801593084399902) ### 2025-12-17 19:48 UTC · REPLY > @numinous_ai how can I interpret this? Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/2001379075777270011) ### 2025-12-17 17:39 UTC · REPLY > @tplr_ai Where can I talk to it? Likes 29 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/2001346497104040299) ### 2025-12-15 14:27 UTC · REPLY > @jon_durbin Very helpful tool for subnet builders who need a way to shift costs Likes 11 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2000573410422706253) ### 2025-12-12 23:54 UTC · REPLY > @yubrew Where can i view them? Likes 13 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1999628978802327774) ### 2025-12-12 20:21 UTC · REPLY > @CryptoGBWI @niels__ma @juandibalbi @brunocam11 Severed? @niels__ma ? Likes 1 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1999575363723157972) ### 2025-12-12 20:09 UTC · ORIGINAL > @simioape @simioape knows what’s up Likes 18 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1999572341827719368) ### 2025-12-12 15:33 UTC · REPLY > @hippius_subnet What are upload/download speeds today @hippius_subnet and how do those compare with R2 and S3 storage buckets? Likes 34 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1999502825219362867) ### 2025-12-12 14:17 UTC · REPLY > @YeOldeMatey @mogmachine @KibibyteMe ? Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1999483740641460705) ### 2025-12-11 16:45 UTC · REPLY > @QIEGAO66 doesnt work because MeV'rs have separate accounts. They buy with one and sell with the other. Encrypting the mem pool with shielded transactions is the only way to do it as far as I know. Likes 6 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1999158664670892367) ### 2025-12-10 21:45 UTC · QUOTE > 121's approach innovates agents structure through stateful Letta formats ( optimizing prompts, routing and state management ) > > This minimize overfitting (miners submissions are limited to this format) and the results are (at least initially) fully OSS. > > Expect cool mutative innovation as the miners, copy and combine these structures into better and better generalist agents. Likes 110 · Reposts 18 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/1998871752458260979) ### 2025-12-10 18:49 UTC · QUOTE > Another subnet stacked ontop of another subnet. This time Targon which provides sandboxed TEE guarantees and the ability to make the miners pay for sampling costs. > > Pretty cool! https://t.co/HxrnszFxVk Likes 109 · Reposts 9 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1998827496637428044) ### 2025-12-10 15:45 UTC · REPLY > everyone MeVs the MeV'rs now. Likes 81 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1998781019059519686) ### 2025-12-10 15:43 UTC · REPLY > @leomercier encrypting the mempool Likes 30 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1998780600103129135) ### 2025-12-10 15:40 UTC · REPLY > This opens up all the liquidity on Bittensor, I can just yeet 1000 Tao buys into subnets now. Likes 167 · Reposts 11 · Quotes 3 · Replies 12 · [link](https://x.com/const_reborn/status/1998779909519421459) ### 2025-12-10 15:38 UTC · ORIGINAL > MeV resistance on a 20 TAO buy: see how after the original purchase there are 25 parasites losing money (staking after the fact). > > Nice work from OTF, one of (the only?) blockchain to solve MeV. https://t.co/Jba4fDgkH5 Likes 508 · Reposts 74 · Quotes 27 · Replies 127 · [link](https://x.com/const_reborn/status/1998779479078912380) ### 2025-12-10 01:18 UTC · REPLY > @sebyrubino @GavinSBaker @opentensor @bittensor amen Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1998563037343871384) ### 2025-12-09 20:06 UTC · QUOTE > Will, laying down the vision for training on all personal computers everywhere across the globe. https://t.co/NjAoD6egHm Likes 69 · Reposts 8 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1998484389311951089) ### 2025-12-09 19:59 UTC · REPLY > @mattramey01 Call `btcli stake set-claim swap` once to avoid this. Likes 14 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1998482559634714966) ### 2025-12-09 19:50 UTC · REPLY > @VenturaLabs @SiamKidd @dsvfund @AstridIntel Nice interview. Likes 23 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1998480361043472882) ### 2025-12-09 17:31 UTC · QUOTE > Congrats to Gensyn on launching their network for machine intelligence, using economic primitives to push forward and open the frontier of decentralized AI. > > Economic primitives will allow us to compete and build along side the techno-giants, organizing the world's talent and compute more competitively, efficiently, and fairly. > > Their inherent openness allows us to connect in games where competition becomes cooperation towards a shared goal in larger and larger networks. > > For this reason, no permissioned company can compete, and ultimately we will win a world where no technocrats can close the doors on us mere mortals accessing the fruits of intelligence. > > Bravo to Ben and Harry. Welcome to the thunderdome. > > p.s. Looking forward to Bittensor miners and subnets joining in on the fun. Likes 152 · Reposts 16 · Quotes 3 · Replies 5 · [link](https://x.com/const_reborn/status/1998445373795266679) ### 2025-12-09 17:06 UTC · ORIGINAL > https://t.co/2CWlw4tW97 Likes 56 · Reposts 5 · Quotes 3 · Replies 2 · [link](https://x.com/const_reborn/status/1998439033995755524) ### 2025-12-09 15:14 UTC · REPLY > @Rondo_ina_Condo @DrocksAlex2 @opentensor everyone, literally everyone. Likes 8 · Reposts 0 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1998410958927229025) ### 2025-12-09 13:45 UTC · QUOTE > You can contribute to this RL training pipeline by producing rollouts. > > Bittensor subnet 81. > > I'll be working with this team to help them monetize these models up through affine. The environments use the Affinetes standard so it plugs nicely on basilica. You can also mine with Chutes. > > Coming together nicely. Likes 152 · Reposts 26 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1998388574421414009) ### 2025-12-08 22:08 UTC · ORIGINAL > @Subnetedge @sundaebar_ai yes, really good direction Likes 24 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1998152657345839596) ### 2025-12-08 16:40 UTC · REPLY > @badenglishtea its because we initialized based on price and you know that. Likes 67 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1998070147811070429) ### 2025-12-07 21:25 UTC · REPLY > @Rondo_ina_Condo It really blows my mind how people think the halving is negative Likes 273 · Reposts 19 · Quotes 12 · Replies 38 · [link](https://x.com/const_reborn/status/1997779481109352486) ### 2025-12-06 14:17 UTC · REPLY > @badenglishtea Buying Chutes Likes 129 · Reposts 4 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1997309489351995816) ### 2025-12-06 13:12 UTC · REPLY > @meaculpitt @badenglishtea It helps subnets that are on balance sequestering Tao and punishes subnets that net leak it. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1997293095000605125) ### 2025-12-05 01:32 UTC · REPLY > @gring01234 @badenglishtea taoflow is a requirement for uncapped subnets. Likes 50 · Reposts 2 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1996754426099347478) ### 2025-12-04 17:27 UTC · REPLY > "generate revenue too quickly" -- I don't think any subet on Bittensor is generating flow through revenue in any serious way. It is all speculative investment. So the idea that flow emission has pushed people towards making revenue is some sort of sick meme which persists from ignorance. Likes 39 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1996632415633043965) ### 2025-12-04 17:09 UTC · REPLY > 1) "starting value was too high" - The starting value helped smooth in the change. Reducing the volatility you point to in (9) > > 2) "not acting fast enough" - Same answer as (1). The ema is not so important either since the total amount of emission is what matters not the instantaneous value. The ema just smoothes that over time and makes it a better approximate of the actual value. > > 3) "advantages whale subnets" - Moot point, exact same in price-based emission, and now harder to do than in price based. dTao is voting through market, so we can't stop this out right. > > 4) "will death spiral low liq subs" - Spurious point, obviously a subnet which cannot get positive flow will die. Same with subnets with continuous price depreciation. Exact same with price based emission. We just don't make TAO hold that cost now. > > 5) "new subnets cannot enter" - Tao flow reduces liquidity bias, so it HELPs, not hurts, new subnets (i.e. those with low liquidity) > > 6) "not killing farming" -- simply not true, easy to plot and see kurtosis of emission increased since launch and there are now subnets with no-emission (meaning less farming) > > 7) "Good subnets are dying." -- they are "dying" because they are "dying" (their prices are dropping), if they are good they will turn that around and emission will flow in greater quantity. > > 8) "whales can game with market making" - Liquidity injection does not effect flow calculations so this is simply not true, liquidity injection just effects price and we recommend it. > > 9) "new subnets cannot launch" - tao flow will help new subnets over old ones same answer as 3) > > 10) "kills subnet business models" - does not change business models. Business models all stayed same: "get positive price action on subnet alpha" > > 11) "kills interest for new teams" -- same answer as 9 and 3. Tao flow will certainly get more emission for new subnets as it reduces the emission for entrenched slow burning subnets which relied on previous price appreciation and liquidity. > > Inversely true statements from start to finish. Likes 146 · Reposts 10 · Quotes 2 · Replies 13 · [link](https://x.com/const_reborn/status/1996627976813678853) ### 2025-12-02 20:11 UTC · QUOTE > The assault on truth will require an equally ferocious rebuttal from technologists. > > Right now we are losing. https://t.co/hyjdbXipVb https://t.co/hsV4MzL8HL Likes 103 · Reposts 2 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1995948974466105804) ### 2025-12-01 18:39 UTC · QUOTE > Basically a system to take any algorithmic challenge and create a full whitebox agentic competition for it. > > Meta Ridges effectively. https://t.co/Rt8VRYt4GQ Likes 124 · Reposts 16 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/1995563520851935600) ### 2025-12-01 14:14 UTC · REPLY > @emc2_st They will try a million ways to dilute and manipulate. Likes 7 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1995496707875103156) ### 2025-12-01 14:13 UTC · REPLY > @pelit_tt It also halves the quantity of alpha added to the pools, so there is a pseudo alpha-halving at the same time as the TAO halving. Likes 112 · Reposts 10 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1995496450709749975) ### 2025-12-01 14:00 UTC · ORIGINAL > fiat is the whip tool of a slave world, it scares you, don't accept the false safety of the cage. > > Only 21M. Likes 303 · Reposts 38 · Quotes 2 · Replies 15 · [link](https://x.com/const_reborn/status/1995493203353452881) ### 2025-12-01 00:05 UTC · REPLY > Or maybe we need all of it. Likes 38 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1995283087014699170) ### 2025-12-01 00:04 UTC · REPLY > Not to mention that the model doesn’t even matter these days, intelligence is in the software layer, where the agents live? (62) or (36) Likes 32 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1995282901928476777) ### 2025-12-01 00:03 UTC · REPLY > But what’s compute anyways but just a means to produce gradients, for Templar (3)? Or sampling RL environments (120)? Or for fine tuning models (56)? Likes 20 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1995282534213513558) ### 2025-12-01 00:01 UTC · REPLY > And then maybe Basilica (39) dunks on you with a clean Modal style API or perhaps Lium (51) takes you out by going direct bare metal with crafty token economics. Likes 27 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1995282002065400159) ## 2025-11 ### 2025-11-30 23:58 UTC · REPLY > Of course inference mining isn’t enough though, so you pivot to doing general verifiable computation (AWS Lambda style mining) which is modern day Chutes (64) or Targon (4) Likes 31 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1995281209447104653) ### 2025-11-30 23:54 UTC · QUOTE > Telegram launches subnet 4 https://t.co/LpHCLfV4Rd Likes 387 · Reposts 49 · Quotes 5 · Replies 29 · [link](https://x.com/const_reborn/status/1995280210267423038) ### 2025-11-29 23:03 UTC · QUOTE > Only fair launch. https://t.co/dbJFA5BdSS Likes 43 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1994905105854767381) ### 2025-11-29 13:41 UTC · ORIGINAL > Affine miners train on Lium and sample on Chutes. Miner sell pressure is just buy pressure on Bittensor itself. It helps that those commodities are themselves the cheapest in the world. As competition increases the entire stack squeezes, there is no waste. Likes 152 · Reposts 15 · Quotes 3 · Replies 6 · [link](https://x.com/const_reborn/status/1994763568399749199) ### 2025-11-28 17:46 UTC · REPLY > Autopia (36): GPT-Operator incentive mechanism. Forcing miners to build self contained web agents, hosted OSS on github. Agents will be evaluated on their ability to solve web tasks. > > Think: "Ridges for operator agents", parse html, make decisions, know how to query the right models. > > OG, first subnet in this domain and have already mastered the synthetic pipeline for websites (this is the crux of the mechanism). Launching the new IM will exponentiate speed to SOTA. > > Can't wait to breed the best in class Operators on Bittensor. Likes 81 · Reposts 8 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1994462859707732007) ### 2025-11-28 17:46 UTC · REPLY > Bitrecs (122): Prompt evolution for online shop recommendation. Using the IM to evolve prompts rather than models or agents. Very nice, well constrained IM domain, miners can't overfit, and with query temperatures fixed they can do copy resistance very easily (no variance on evaluation) > > Going to use Chutes for cheap inference, good idea. Should see them be SOTA in shop recommendations if done right. > > Also first ever prompt evolution strategy on Bittensor. Likes 59 · Reposts 5 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1994462854628389276) ### 2025-11-28 17:46 UTC · REPLY > Babelbit (59): Miners train text-to-speech models, post to Huggingface, and validators sample them on Targon serverless. > > Winner-takes-all (or pareto optimal score) across a set of performance scores 1) TTS speed, 2) Accuracy and 3) Tone -- basically attacking Eleven Labs on core metrics. > > This will work really well on Bittensor. Likes 66 · Reposts 5 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1994462849532334130) ### 2025-11-28 17:46 UTC · ORIGINAL > Incentive Mechanisms from today > > 🧵 https://t.co/xsj3epMnsK Likes 230 · Reposts 35 · Quotes 3 · Replies 9 · [link](https://x.com/const_reborn/status/1994462844239098320) ### 2025-11-28 00:43 UTC · REPLY > @Truth_En_Love @yubrew 120 Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1994205424254382102) ### 2025-11-27 19:01 UTC · REPLY > @yubrew Although we don’t specifically target continual learning. The miners are heavily incentivized to continue training from the checkpoints of the top model. In practice the miners solve continual learning for us. Likes 31 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1994119426908799262) ### 2025-11-27 17:49 UTC · REPLY > @yubrew Affine is effectively doing this Likes 105 · Reposts 8 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1994101311940296832) ### 2025-11-27 16:34 UTC · ORIGINAL > @TlTtry @CryptoZPunisher It is on testnet today actually. SDK guys are just delaying slightly. Will be on main next week. Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1994082395025207527) ### 2025-11-26 02:13 UTC · REPLY > @Eastworld_AI @Eastworld_AI did you guys make enough Tao to register again? Likes 27 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1993503256316985417) ### 2025-11-26 02:08 UTC · REPLY > @yubrew True. Likes 19 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1993501977301471499) ### 2025-11-26 00:05 UTC · REPLY > @niels__ma @juandibalbi @brunocam11 https://t.co/0ZFCkZUsML > > They cooked on this one @niels__ma Likes 38 · Reposts 6 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1993471206323073165) ### 2025-11-24 22:07 UTC · REPLY > oracular ridges model Likes 29 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1993078982422753469) ### 2025-11-24 22:05 UTC · QUOTE > evolving OSS codebases where miners post agents which soak up search APIs, LLMs outputs, polymarkets, weather, news etc to predict future events. https://t.co/vOmQxLUDVp Likes 97 · Reposts 11 · Quotes 5 · Replies 3 · [link](https://x.com/const_reborn/status/1993078634379092356) ### 2025-11-24 17:04 UTC · REPLY > Inject that stuff directly into my cursor Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1993002842127581430) ### 2025-11-24 17:03 UTC · REPLY > Auto ~/.ssh/config https://t.co/CjMmeJYAto Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1993002662963691709) ### 2025-11-24 17:02 UTC · REPLY > Mmmmmm https://t.co/UXDRFXSxIM Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1993002341734478270) ### 2025-11-24 17:02 UTC · ORIGINAL > Renting beast CPU servers on Targon for $0.63 cents > https://t.co/VcWN7Y4Y5R https://t.co/FUHpS2hcRY Likes 173 · Reposts 21 · Quotes 3 · Replies 5 · [link](https://x.com/const_reborn/status/1993002180291576135) ### 2025-11-23 20:55 UTC · REPLY > @badenglishtea @ridges_ai Still top ten in emissions. Unfortunately had a snap bad timing market dump at the time of the Tao flow launch. Since TF is an approximation of price in absence of liquidity we should see it maintain top emissions going forward. Likes 57 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1992698473066729790) ### 2025-11-23 16:43 UTC · REPLY > @hmalviya9 He put a 1M Bitcoin bounty on his resurrection. > > Monetary Jesus. Likes 40 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1992635108487319837) ### 2025-11-23 16:16 UTC · QUOTE > The brilliance of this Ridges update is that the subnet improves against direct real world usage, not benchmarks — first in the category, again. https://t.co/59axYXjAqH Likes 326 · Reposts 49 · Quotes 4 · Replies 9 · [link](https://x.com/const_reborn/status/1992628384019726692) ### 2025-11-23 14:54 UTC · REPLY > @Pop_Collapse @ridges_ai @Bittensir Think long term. It’s only a few months old. Likes 53 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1992607655291203628) ### 2025-11-23 13:36 UTC · REPLY > @zecrimoni @MetaMan Bitcoin has multiple levels of hardening which were not even tested: nodes, miners, exchanges, buyers. Bullish to see the push back on a non-consensus upgrade. Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1992587943199051803) ### 2025-11-23 13:30 UTC · QUOTE > Incentivized > Permissionless > Distributed > Learning of LLMs https://t.co/neolKRuJW8 Likes 123 · Reposts 14 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1992586457530421578) ### 2025-11-23 01:09 UTC · REPLY > @decoding_things @harryhalpin @zcashoor @SafeSailor83 For sure. They all cave eventually. People that only care about money are easy to play. Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1992400065953251552) ### 2025-11-23 01:07 UTC · REPLY > @KeetaForTheWin Lol Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1992399510145036751) ### 2025-11-23 01:06 UTC · REPLY > We’re breaking humanity’s chains from a endless history of monetary slavery and you’re worried about a price correction? Embarrassing. Likes 344 · Reposts 42 · Quotes 10 · Replies 18 · [link](https://x.com/const_reborn/status/1992399445850521861) ### 2025-11-23 00:59 UTC · ORIGINAL > So quiet in crypto as all the scammers have nothing to say because they have no fucking faith. Likes 290 · Reposts 19 · Quotes 2 · Replies 28 · [link](https://x.com/const_reborn/status/1992397515573084388) ### 2025-11-23 00:58 UTC · REPLY > It’s not about tech. It’s about hard money. If the game theoretic equilibrium fails around Bitcoin then it can fail around the next coin, and the next coin, and the next coin. We win by making Bitcoin pure hard money or we suffer the endless question of “what is the next hard money” Likes 6 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1992397298676973772) ### 2025-11-23 00:56 UTC · REPLY > @decoding_things @harryhalpin @here4impact @ttsheik Or basilica Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1992396896326066291) ### 2025-11-23 00:56 UTC · REPLY > @decoding_things @harryhalpin @here4impact @ttsheik Yeah that can be done easily with a TEE either with Targon, chutes or Lium. Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1992396824532090909) ### 2025-11-23 00:53 UTC · REPLY > @0xCalvin That too in a different way Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1992396025299108135) ### 2025-11-23 00:53 UTC · REPLY > @Whoop1478 It’s not the same with money Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1992395926913384941) ### 2025-11-23 00:44 UTC · REPLY > @Chainga73474558 Both can exist but Bitcoin is essential. Zcash essential is questionable. Likes 13 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1992393687721300344) ### 2025-11-23 00:43 UTC · REPLY > @realCRYPTOSHEET Yeah we can have that too. It snot exclusive. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1992393457655280117) ### 2025-11-23 00:42 UTC · REPLY > @teegeedingdong It still exists. But we forked 6 months in. Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1992393319260061882) ### 2025-11-23 00:31 UTC · ORIGINAL > @SallyMayweather First time? lol Likes 71 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1992390442231660667) ### 2025-11-23 00:30 UTC · QUOTE > No shade on Zcash. > > But Bitcoin wins or we all lose. > > Fools. https://t.co/kiiG7EyrXW Likes 250 · Reposts 15 · Quotes 4 · Replies 47 · [link](https://x.com/const_reborn/status/1992390364419035630) ### 2025-11-23 00:28 UTC · REPLY > @JayT421926 @richdotca @bittensor Next week probably Likes 30 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1992389646693863702) ### 2025-11-23 00:19 UTC · QUOTE > It turns out that even financial products can be optimized additionally with higher level digital markets. I was bearish on this but I’m beginning to see the light. https://t.co/aZXdx5XgjY Likes 194 · Reposts 24 · Quotes 0 · Replies 19 · [link](https://x.com/const_reborn/status/1992387594311901230) ### 2025-11-22 23:57 UTC · REPLY > @Whoop1478 @ExponentialReed @richdotca @bittensor It’s still a few years out candidly. Ask anyone who is in quantum Likes 3 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1992381905858404513) ### 2025-11-22 23:56 UTC · REPLY > @Obsessedfan5 @CryptoZPunisher Yeah we are getting some reasonable push back from Taostats and Taoapp etc to make sure it is integrated on day 1. Soon. Likes 25 · Reposts 1 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1992381716133228878) ### 2025-11-22 23:33 UTC · REPLY > @Depin_IoTex @richdotca @bittensor Challenge? Likes 45 · Reposts 2 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/1992375968699503020) ### 2025-11-22 21:47 UTC · REPLY > @0xMarforio @Polkadot @TheDotsTalks So good man. Unbelievable Likes 30 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1992349140802842641) ### 2025-11-22 21:45 UTC · REPLY > @BitVanguard @richdotca @bittensor Tools for subnets Likes 24 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1992348644067184825) ### 2025-11-22 21:27 UTC · REPLY > @richdotca @bittensor We could, for instance, go to sub second blocks — it’s just not our highest priority. Likes 93 · Reposts 5 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1992344108162298231) ### 2025-11-22 21:24 UTC · REPLY > @richdotca @bittensor We have the fastest upgrading blockchain ever to exist, basically any feature another chain has we can integrate in a month. Likes 238 · Reposts 33 · Quotes 9 · Replies 17 · [link](https://x.com/const_reborn/status/1992343470670061836) ### 2025-11-22 14:44 UTC · REPLY > @TheMarketTunnel @ttsheik I’ve never given a shit about exchanges Likes 9 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1992242866844999691) ### 2025-11-22 14:22 UTC · REPLY > @ttsheik We can make quantum resistant staking accounts too when it becomes an issue Likes 197 · Reposts 10 · Quotes 6 · Replies 11 · [link](https://x.com/const_reborn/status/1992237137710985438) ### 2025-11-22 14:19 UTC · REPLY > @ttsheik I’ll look into it Likes 138 · Reposts 4 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/1992236595559498003) ### 2025-11-22 14:19 UTC · REPLY > @ttsheik Possibly Likes 82 · Reposts 3 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1992236562202124390) ### 2025-11-21 20:29 UTC · REPLY > @AkagamiCapital You get it. Likes 18 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1991967105533853929) ### 2025-11-21 16:51 UTC · REPLY > @mentatminds I know: "in all seriousness" Likes 15 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1991912392255746051) ### 2025-11-21 14:34 UTC · REPLY > @mentatminds In all seriousness: we’re here because we believe in the power of markets to optimize technology. It is precisely the waxing and waning of tides that powers that machine. Devs don’t need to do anything, market doing it for us. Likes 260 · Reposts 13 · Quotes 5 · Replies 10 · [link](https://x.com/const_reborn/status/1991877989316104239) ### 2025-11-20 21:48 UTC · REPLY > @simioape They actually helped fix the implementation and get it working btw Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1991624759839453651) ### 2025-11-20 13:59 UTC · REPLY > @MajorianBTC Do you consider this corev30 debate a sign of Bitcoin showcasing its hardness or conversely it’s softness as currency that can match the immutability of gold? Likes 7 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1991506642853154926) ### 2025-11-19 20:24 UTC · REPLY > @TlTtry @CryptoZPunisher Hold tight. Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1991241146962497555) ### 2025-11-19 16:47 UTC · REPLY > @Arthur_van_Pelt Bitcoin will endure for millennia, but like Christianity any force with real virility invites schisms. I think these releases are stimulating one. Likes 26 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1991186536415510548) ### 2025-11-19 13:38 UTC · REPLY > @FomoTomTom @taoapp_ @lium_io @chutes_ai @bittensor No you are actually correct i did invert it incorrectly. Dyslexia. The chain buys when emission is greater than price. Likes 7 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1991139080793477605) ### 2025-11-18 22:50 UTC · REPLY > @FomoTomTom @taoapp_ @lium_io @chutes_ai @bittensor Yes that is exactly what i said Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1990915618200023514) ### 2025-11-18 21:54 UTC · REPLY > The chain always buys the subnets when their emission is less than their price. This is why when the sum of subnets dropped below 1 there were many subnets being bought by the chain. With the change to TaoFlow the emission vector changes meaning many subnet emission values begin to diverge from their price, above it and below it. The chain continues its normal operation thus subsidizing high net flow subnets. Likes 116 · Reposts 7 · Quotes 4 · Replies 3 · [link](https://x.com/const_reborn/status/1990901412067488160) ### 2025-11-16 23:51 UTC · REPLY > @RafiFarber A censorship-resistant thing is not nothing, it has value, visceral as any tool Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1990206047252840817) ### 2025-11-16 23:46 UTC · REPLY > @Rondo_ina_Condo New wave of Bittensor miner discovered: > > 1. Hobbyists > 2. Gamers > 3. Industrialists > 4. Chinese hackers > 5. Prison escapists Likes 71 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1990204815822237876) ### 2025-11-16 23:44 UTC · REPLY > @Rondo_ina_Condo would be a good miner: he escaped from prison in 2016 Likes 43 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1990204373167669748) ### 2025-11-16 23:41 UTC · QUOTE > @subnetmagazine is being written by @Rondo_ina_Condo a genius, currently behind bars. > > Huge respect. https://t.co/aKfQXdJESB Likes 131 · Reposts 20 · Quotes 5 · Replies 10 · [link](https://x.com/const_reborn/status/1990203563231125996) ### 2025-11-16 15:39 UTC · ORIGINAL > @gradients_ai God Likes 20 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1990082218530599272) ### 2025-11-15 20:40 UTC · REPLY > @MDBitcoin Bullish Likes 24 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1989795734867382458) ### 2025-11-15 17:01 UTC · QUOTE > 2015 is 6 years after the release of Bitcoin, no relation to the “early Bitcoin community”. > > Coordinated FUD > I hold with Satoshi, forever > > #BTC https://t.co/kvuLsgcoVV Likes 114 · Reposts 6 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/1989740495678124246) ### 2025-11-14 13:28 UTC · REPLY > @CaiusScottus No joy in that, no Likes 12 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1989324633217093933) ### 2025-11-14 13:23 UTC · ORIGINAL > I love the smell of a bear market in the morning Likes 295 · Reposts 17 · Quotes 3 · Replies 40 · [link](https://x.com/const_reborn/status/1989323270735175851) ### 2025-11-14 00:34 UTC · REPLY > @Cryptoyoyo64 We train reasoning models with incentives, you know, the pinnacle element problem on Bittensor, intelligence first. Likes 19 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1989129714695549254) ### 2025-11-14 00:27 UTC · REPLY > You know how everyone loves serverless compute? Modal etc. Incentivized compute like chutes is serverless compute over serverless providers. It’s serverless squared basically. Likes 27 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1989128135582052519) ### 2025-11-14 00:23 UTC · REPLY > It works pretty really well and gets better every day. Likes 26 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1989127060711973024) ### 2025-11-14 00:22 UTC · QUOTE > Affine runs 8k multi-turn RL samples on Chutes every hour and scaling into that fast. https://t.co/3B7j4mi791 https://t.co/7CG9RSuw5E Likes 158 · Reposts 26 · Quotes 2 · Replies 9 · [link](https://x.com/const_reborn/status/1989126779207041408) ### 2025-11-13 17:46 UTC · QUOTE > Very excited to see Nova begin to take their molecules to further and further into production https://t.co/CrbQ9Sugpf Likes 133 · Reposts 12 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/1989027020391514363) ### 2025-11-13 16:27 UTC · REPLY > What's Bittensor? Its a programmable incentive computer which you can direct to solve any well defined problem faster, and more "impressively", than was ever possible, by individual, corporation, or government. It's directed organization on crack. Enabled by humanities innovation in digital money, new programmable value, which is the sinew of how humans, and truthfully, everything organizes. Likes 244 · Reposts 58 · Quotes 7 · Replies 15 · [link](https://x.com/const_reborn/status/1989007120059019395) ### 2025-11-13 16:21 UTC · ORIGINAL > a programmable machine that solves every problem https://t.co/ZlboxCZQYV Likes 87 · Reposts 5 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1989005615406936129) ### 2025-11-12 23:26 UTC · REPLY > @xwanyex Who said spirituality, and spirits, can’t be material also? > > Psychedelics are just lenses which change your perspective frame, but it’s still something you are viewing, it’s still “material”. Likes 15 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988750174076723698) ### 2025-11-12 16:56 UTC · REPLY > @macrocrux @IOTA_SN9 lol maybe fix this before making it real. https://t.co/xlC8lu9nxF Likes 40 · Reposts 0 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/1988652122754396380) ### 2025-11-12 16:55 UTC · REPLY > @macrocrux @IOTA_SN9 make this real. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1988651934916702234) ### 2025-11-12 16:37 UTC · REPLY > @ruth_for_ai AI is so fucking wild man Likes 2 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988647279939743992) ### 2025-11-12 16:36 UTC · REPLY > @ruth_for_ai The model no longer says: “What reward maximizes my approval?” > > It asks: “What shared understanding minimizes our mutual surprise?” > > A leap from obedience to coherence. Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988647165418451405) ### 2025-11-12 16:35 UTC · REPLY > @ruth_for_ai "The goal is mutual convergence: minimizing divergence while maximizing shared utility." > > Pretty cute, the model just wants us to learn with it :) Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988646819891708224) ### 2025-11-12 16:34 UTC · REPLY > @ruth_for_ai The idea being that the reward model is actually on the fly, where a human asks, "Do I still agree with this criterion given the response from the model" Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988646518765801688) ### 2025-11-12 16:33 UTC · REPLY > @ruth_for_ai https://t.co/Ex3o41opYl Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988646232093610493) ### 2025-11-12 16:31 UTC · ORIGINAL > @ruth_for_ai The model said it would prefer “co-reinforcement learning from mutual feedback (co-RLMF)” Likes 3 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988645812839280752) ### 2025-11-12 15:41 UTC · REPLY > @princeharry_za Dtao didn’t really even begin until we touched sum of 1 Likes 66 · Reposts 6 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1988633334054842809) ### 2025-11-12 15:40 UTC · REPLY > @princeharry_za Steady prices and 100% yield is pretty great IMO Likes 51 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1988633082165874734) ### 2025-11-12 13:08 UTC · REPLY > @Beyondfinancee @SynthdataCo Still awesome though Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988594788279722426) ### 2025-11-12 13:08 UTC · REPLY > @Beyondfinancee @SynthdataCo It’s harder at scale (volume) don’t forget that. Likes 38 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1988594752972087464) ### 2025-11-12 00:16 UTC · ORIGINAL > if you build technology as a fractal you can always scale Likes 143 · Reposts 11 · Quotes 2 · Replies 13 · [link](https://x.com/const_reborn/status/1988400480993853745) ### 2025-11-11 19:25 UTC · REPLY > TaoFlow will make Bittensor emission much more pareto by cutting off emission to dying or dead subnets and funneling it towards more active teams. > > Makes the game much more dynamic and rewarding, and allows us to scale horizontally. https://t.co/u4dk0psh2w Likes 76 · Reposts 18 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988327281488810464) ### 2025-11-11 19:11 UTC · REPLY > @centrum_blue they have some leads in china where things move fast. Likes 6 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1988323782650720313) ### 2025-11-11 18:46 UTC · REPLY > Fully confidential serverless computing on miner hardware -- no small feat. Likes 13 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988317318326481160) ### 2025-11-11 18:45 UTC · REPLY > https://t.co/Kx6qAsQPcD Likes 13 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1988317136297836629) ### 2025-11-11 18:44 UTC · ORIGINAL > Targon released it's serverless SDK > > https://t.co/PGiL4flVnM Likes 83 · Reposts 12 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1988316990638092303) ### 2025-11-11 18:26 UTC · REPLY > + Nova can directly monetize these algorithms and sell them to customers with privacy and regulatory requirements. > > Literally no comparison, better in every way. Likes 54 · Reposts 3 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1988312490300895516) ### 2025-11-11 18:25 UTC · REPLY > Very excited to see teams rebuild their subnets into open source innovation structures like this. > > Ridges style OSS IMs have effectively zero sell pressure, have much smoother learning curves, and actually produce verifiable pseudo-academic results which we can break apart and see. Likes 68 · Reposts 4 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1988312015509602312) ### 2025-11-11 18:22 UTC · ORIGINAL > Very cool result from the new Nova IM: > > The top miner finds drug-like molecules by remixing fragments -- breaks apart the molecules, and then remixes them using a genetic algorithm. > > https://t.co/niXCjdzp1j Likes 128 · Reposts 16 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1988311353644437982) ### 2025-11-11 15:11 UTC · REPLY > @CryptoZPunisher We are releasing a massive innovation to solve for this in 1 week. Hold tight Likes 235 · Reposts 23 · Quotes 13 · Replies 24 · [link](https://x.com/const_reborn/status/1988263203806024015) ### 2025-11-11 15:04 UTC · ORIGINAL > Very excited to see Taoflow in action and working as expected. > > We are pushing the sequestration of TAO myopically. All teams must solve for this and the result is a win-win-win — all pools are measured in TAO. https://t.co/jhrtZpinIg Likes 256 · Reposts 42 · Quotes 5 · Replies 14 · [link](https://x.com/const_reborn/status/1988261550679859690) ### 2025-11-11 14:12 UTC · REPLY > @_olaige @const_reborn Likes 40 · Reposts 0 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/1988248348202025127) ### 2025-11-10 19:44 UTC · ORIGINAL > subnets are schools which transform noobs into masters with directed incentives Likes 193 · Reposts 16 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1987969726828487074) ### 2025-11-09 21:24 UTC · REPLY > @nearcyan Your/their/his/her “algorithm” Likes 4 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1987632492048711833) ### 2025-11-09 15:51 UTC · REPLY > It will use storage from hippius, run envs on basilica, get insights from dsearch, fine tune models from gradients, pre trained on Templar which gets data from dataverse. Likes 194 · Reposts 15 · Quotes 3 · Replies 12 · [link](https://x.com/const_reborn/status/1987548524758679869) ### 2025-11-09 15:48 UTC · QUOTE > Affine uses compute from lium, it intends to train models for ridges, it derives inference from chutes, and will run validators on targon. https://t.co/hbj4MwH8dT Likes 281 · Reposts 40 · Quotes 4 · Replies 18 · [link](https://x.com/const_reborn/status/1987547841259012115) ### 2025-11-08 00:56 UTC · REPLY > @amir @SylviaVarnham @erinkwoo I knew Noam at Google, super nice guy and serious genius. This cancel attempt is so lame. Likes 194 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1986960922326294896) ### 2025-11-08 00:22 UTC · REPLY > @RolandForTexas @elonmusk Politics of resentment Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1986952492827975851) ### 2025-11-07 15:05 UTC · REPLY > @DistStateAndMe @Jib0xD Why are you asking? quick call to discuss this ? Likes 7 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1986812263785975960) ### 2025-11-07 14:50 UTC · QUOTE > So slick https://t.co/UPYqPDNr7C Likes 103 · Reposts 9 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1986808385681924116) ### 2025-11-07 13:24 UTC · ORIGINAL > Volatility is the filtration mechanism which optimizes the machine. > > Be in crypto for the right charts. https://t.co/mtHJov5XHh Likes 177 · Reposts 22 · Quotes 4 · Replies 12 · [link](https://x.com/const_reborn/status/1986786783347036552) ### 2025-11-07 12:43 UTC · REPLY > @SwarmSubnet @simioape How do you measure miner performance? Likes 24 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1986776462574125510) ### 2025-11-06 18:20 UTC · ORIGINAL > @marvin_tong @lium_io @manifoldlabs @fish_datura @lium_io how are you “leveling up into something stronger”? Likes 0 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1986498863058829533) ### 2025-11-06 18:13 UTC · ORIGINAL > @marvin_tong @lium_io @manifoldlabs https://t.co/spvp4W5O4z > > Was this hack a no issue? Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1986497181004804501) ### 2025-11-06 16:12 UTC · REPLY > @drm_on_x @opentensor Oooooooo looks who’s back in town! Likes 14 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1986466673721831495) ### 2025-11-06 14:25 UTC · REPLY > @SwarmSubnet @tplr_ai Space drones? Likes 13 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1986439868042428695) ### 2025-11-06 14:25 UTC · REPLY > @lium_io how does this differ from what Targon is doing with their TVM? > > @manifoldlabs @lium_io Likes 6 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1986439756415442953) ### 2025-11-06 14:24 UTC · ORIGINAL > Grail (81) > > RL improvements coming from miner inferences under incentive. Likes 96 · Reposts 12 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1986439490827661762) ### 2025-11-06 13:17 UTC · QUOTE > "Out beyond ideas of races and geopolitics, > There is a protocol. I'll meet you there." - Rumi 2025 https://t.co/uxY4SF0AZJ Likes 150 · Reposts 21 · Quotes 4 · Replies 8 · [link](https://x.com/const_reborn/status/1986422589783236750) ### 2025-11-05 22:53 UTC · REPLY > @sundaebar_ai @harryjbjackson @bittensor excited to learn more Likes 18 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1986205281110409467) ### 2025-11-05 19:31 UTC · REPLY > @harryjbjackson @sundaebar_ai @bittensor Is @sundaebar_ai still doing a vote based validation mechanism or has that changed? Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1986154516186816545) ### 2025-11-05 18:34 UTC · QUOTE > I think it’s pretty incredible that a decentralized foundation model run beat Llama2 7B with 1/4th as many tokens (so far) > > Well done guys. Incredible feat of engineering. https://t.co/kcb10hiXLg Likes 194 · Reposts 25 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1986140123331776918) ### 2025-11-05 17:20 UTC · REPLY > @metanova_labs Hallelujah Likes 22 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1986121349035671766) ### 2025-11-05 17:09 UTC · ORIGINAL > Run this: btcli stake claim > > It releases the subnets from your auto sell by claiming dividends as alpha. > > #FreeTheSubnets Likes 146 · Reposts 19 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1986118671727489280) ### 2025-11-05 16:50 UTC · REPLY > It’s provocative, gets the people going Likes 20 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1986113796289499493) ### 2025-11-05 16:37 UTC · ORIGINAL > Affine miners be aligned like: > > > training is solid across multiple strats. the board is overfit-heavy with clear lower and upper bands, so we’re prepping both paths: general update-proof models for new envs, and targeted overfit on fixed-len via sft/grpo/dpo; we built an auto-eval pipeline that scores every checkpoint to catch gains and reversals. we’re also brute-solving unsolved tasks to compress ranges and lift the lower band, then feeding the best data into base and top models to win on the pareto frontier. we’re throttling deployments to avoid seeding fresh solves too early, confident this stack lets us lead soon with staged checkpoints. design-wise, incentives still favor overfit and affine sat/ded/abd under-detect it; geometric mean kicks out overspecialists but the landscape under-penalizes overfit; probably dynamically boosting weight on lowest-mean envs would raise innovation Likes 80 · Reposts 9 · Quotes 0 · Replies 13 · [link](https://x.com/const_reborn/status/1986110627090182326) ### 2025-11-05 16:28 UTC · REPLY > @nic_carter Peak naïve scientism Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1986108457703870774) ### 2025-11-05 14:48 UTC · ORIGINAL > Taoflow unlocks dynamic Tao, it’s accelerates it and scales it. Very excited. Likes 408 · Reposts 58 · Quotes 7 · Replies 35 · [link](https://x.com/const_reborn/status/1986083264650482007) ### 2025-11-05 14:21 UTC · REPLY > @mogmachine Where do i download? Likes 23 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1986076529453846789) ### 2025-11-04 22:43 UTC · ORIGINAL > Taoflow is live on the Bittensor mainnet. Likes 510 · Reposts 63 · Quotes 12 · Replies 29 · [link](https://x.com/const_reborn/status/1985840412653678605) ### 2025-11-04 21:55 UTC · ORIGINAL > @0xarrash Gimme Likes 14 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1985828275432669577) ### 2025-11-04 16:49 UTC · REPLY > Machine learning is just thermodynamic computing which uses digital representations of energy and its dissipation through neural networks. Likes 16 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1985751234419024002) ### 2025-11-04 16:44 UTC · REPLY > Incentive computing is just thermodynamic computing enabled by the innovation of digital currency Likes 26 · Reposts 2 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1985750014832845194) ### 2025-11-04 16:41 UTC · REPLY > You can also compute with other types of energy that have similar dissipative qualities, like money. Likes 18 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1985749316644884848) ### 2025-11-04 16:40 UTC · REPLY > God made the lock, nature made the key Likes 19 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1985749106078212225) ### 2025-11-04 16:39 UTC · REPLY > What is cool is that you can use energy’s love of dissipation by creating a structure or “lock” where the lowest energy state is the one where your problem is solved. Likes 17 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1985748790901359014) ### 2025-11-04 16:38 UTC · REPLY > For instance, electricity dissipates until it finds an equilibrium “it abhors a charge delta” Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1985748464404185126) ### 2025-11-04 16:29 UTC · QUOTE > Fourth law of thermodynamics: energy abhors a gradient https://t.co/rQCmDvhyeq Likes 61 · Reposts 4 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1985746138478026781) ### 2025-11-04 16:00 UTC · REPLY > @allan_quantifi “Any sufficiently advanced technology is indistinguishable from nature” Likes 49 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1985739015686144282) ### 2025-11-03 01:45 UTC · REPLY > @clashluke Likes 1 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1985161386440458639) ### 2025-11-03 01:44 UTC · ORIGINAL > https://t.co/dknL2LVGrx https://t.co/hDSuCQg043 Likes 162 · Reposts 35 · Quotes 5 · Replies 6 · [link](https://x.com/const_reborn/status/1985161128843047235) ### 2025-11-02 20:24 UTC · QUOTE > It’s not even the humans you need to worry about, it’s how they are aligned https://t.co/R14EQUm6Lv Likes 159 · Reposts 11 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1985080595387711962) ### 2025-11-02 19:24 UTC · REPLY > @elonmusk Dyson sphere data centers Likes 56 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1985065572271546738) ### 2025-11-02 14:01 UTC · ORIGINAL > @MoneyMaxwell21 Rao Likes 185 · Reposts 4 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1984984292947345455) ## 2025-10 ### 2025-10-31 19:59 UTC · REPLY > @jamesrosst call yesterday with (PhD ML engineer ex-FAANG) he says: > > “i was so inspired by alpha arena, but i have a better idea, we should use RL to trade on the market” Likes 41 · Reposts 0 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1984349518612349384) ### 2025-10-31 19:56 UTC · REPLY > @jamesrosst It’s crazy how ML people think alpha arena is sophisticated… like wildly embarrassing Likes 48 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1984348824870273196) ### 2025-10-31 15:18 UTC · REPLY > @DistStateAndMe open the gates of chaos Likes 43 · Reposts 4 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1984278783348891819) ### 2025-10-31 06:06 UTC · REPLY > @GasDankCa we are fully aware and with multiple engineers on this Likes 49 · Reposts 3 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1984139972992221308) ### 2025-10-30 19:14 UTC · REPLY > @colbyserpa waiting for a blockchain that's just unabashedly a fast database Likes 36 · Reposts 1 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1983975802195865896) ### 2025-10-30 16:57 UTC · QUOTE > The real risk of AI was never robots with a vendetta. It’s that all the capital ownership concentrates down to a small elite set of technocrats in SF. > > These layoffs are just the beginning. AI is a centralizing force where its biggest companies dream total monopolization with less than 3000 people. > > Where even those 3000 are paid in dilutive fiat and dilutive equity and you’re not allowed to enter until way after fiat-capital takes the lion share. > > The answer is, i believe, to copy Bitcoin. With AI nested in a 21M non-dilutive fair launch, and POW that pays people in visceral ownership. > > Because only ownership will tie us to a future dominated by synthetic intelligence. Likes 465 · Reposts 85 · Quotes 16 · Replies 42 · [link](https://x.com/const_reborn/status/1983941275876520051) ### 2025-10-30 00:43 UTC · QUOTE > Ah yes, now everyone can have a piece of the future https://t.co/4AjHgYpnmA Likes 273 · Reposts 21 · Quotes 2 · Replies 22 · [link](https://x.com/const_reborn/status/1983696315042427165) ### 2025-10-29 22:07 UTC · QUOTE > Subnet 117 https://t.co/0M6guIjgBz Likes 86 · Reposts 10 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1983656907266256933) ### 2025-10-29 20:55 UTC · REPLY > @leomercier Fast as fuck boi Likes 43 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1983638906932490741) ### 2025-10-29 18:51 UTC · QUOTE > In a past life I was working on chips very much like this. They are incredibly energy efficient and very fast. > > One of the biggest limitations is that the units only have local learning capabilities and thus suffer from the same issues Hintons boltzmann machines did (no global loss convergence on the layers) > > That being said, they might be able to pair these units with a back-prop neural layer on the top — like a mixture model > > Maybe they become parts of larger neural processing units. > > Nice work @beffjezos! Likes 205 · Reposts 13 · Quotes 1 · Replies 13 · [link](https://x.com/const_reborn/status/1983607657631248615) ### 2025-10-29 18:09 UTC · REPLY > @leomercier How about chutes integration? Likes 26 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1983597011585950086) ### 2025-10-29 11:48 UTC · REPLY > @RadoTsc Your node was not synced last month that’s why is jumped so fast FYI it probably added about 50-100Gb though Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1983501160611770726) ### 2025-10-28 13:39 UTC · REPLY > @tibetanwater Mad respect for the hackquest grind. Unbelievable hosting and organization. Likes 55 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1983166845009178971) ## 2025-09 ### 2025-09-29 21:45 UTC · REPLY > @DistStateAndMe Look upon my one point one trillion tokens, ye mighty and despair! Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1972779691242348823) ### 2025-09-29 16:58 UTC · ORIGINAL > @Raleigh_CA MF DOOM Likes 16 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1972707676623872311) ### 2025-09-29 04:36 UTC · REPLY > @0xCalvin Keep Bittensor “toxic” to scammers. > > Well done guys. Testament to us honestly that you can’t come here and build bad tech and fleece a narrative. Not concerned at all to “lose” this guy. Damn. Likes 139 · Reposts 13 · Quotes 5 · Replies 8 · [link](https://x.com/const_reborn/status/1972520925305418138) ### 2025-09-27 08:45 UTC · REPLY > @neuromancer_t @neuromancer_t is so much less autistic than I thought he would be Likes 26 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1971858613649265117) ### 2025-09-27 01:27 UTC · REPLY > @IOTA_SN9 Nice work guys. Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1971748598498095195) ### 2025-09-26 03:44 UTC · QUOTE > Give ownership away. > Get a co-created vision for AI. > As it should be. > > One AI for all. https://t.co/8CSNbb8uRC Likes 135 · Reposts 12 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1971420641862746524) ### 2025-09-26 03:34 UTC · REPLY > @IridiumEagle Awesome! Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1971418080111997307) ### 2025-09-26 03:19 UTC · QUOTE > He thinks we’ll never be able to collaborate on, or inference or improve large language models in open source with quality. > > Not because it’s not possible, but because they believe the only functioning structure for organizing compute and human capital is the corporation. > > This is why crypto - AI is so world shattering: That might have been true in the past, it’s just not true anymore. > > We’re now armed with protocols and the ownership tooling that allow us to stitch together and compete, not just with centralized labs, but beyond, with the nation state backers trying to game control of AI. Likes 294 · Reposts 57 · Quotes 6 · Replies 31 · [link](https://x.com/const_reborn/status/1971414196991689142) ### 2025-09-25 22:21 UTC · REPLY > @JosephJacks_ richard is a saint Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1971339177657761796) ### 2025-09-25 02:17 UTC · REPLY > @DistStateAndMe @tplr_ai This is a lie. I actually said “And here i present the subnets that are failing to get to 100B parameters fast enough” Likes 26 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1971036345457074244) ### 2025-09-24 05:57 UTC · QUOTE > I love the smell of exploits in the morning https://t.co/nB4PpKD6nt https://t.co/6QDjriUKmF Likes 80 · Reposts 8 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1970729171849748671) ### 2025-09-24 05:55 UTC · QUOTE > "I love the smell of exploits in the morning" https://t.co/AWNNiALJMk https://t.co/6QDjriUKmF Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1970728889875149015) ### 2025-09-23 01:14 UTC · REPLY > @blocmates @Raleigh_CA So good. Likes 20 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1970295695023448517) ### 2025-09-23 01:11 UTC · REPLY > @LouiseBeattie @evert_scott @Raleigh_CA I will donate TAO for it @Raleigh_CA. DM me with a team on Discord. Likes 83 · Reposts 5 · Quotes 1 · Replies 12 · [link](https://x.com/const_reborn/status/1970294885749321737) ### 2025-09-21 03:18 UTC · ORIGINAL > You don’t need no visa to mine a permissionless network Likes 294 · Reposts 28 · Quotes 5 · Replies 16 · [link](https://x.com/const_reborn/status/1969602169616978039) ### 2025-09-19 20:56 UTC · ORIGINAL > We can iterate very fast on decentralized networks now. > > The tools are being built on Bittensor that allow us to upgrade protocol incentives 10 times per day and hundreds of times per month. > > And with subnets running multiple mechanisms we will be able to A/B test monetary regimes and incentive curves like normal products. > > For instance, below is the last 3 weeks of training runs on Templar. Here optimization speed is measured in run count not protocol releases by new tokens protocols > > We're converging on a future where we can program production economic regimes like we spin off coding agents. > > Pretty cool. Likes 244 · Reposts 38 · Quotes 4 · Replies 12 · [link](https://x.com/const_reborn/status/1969143482276331653) ### 2025-09-17 18:36 UTC · REPLY > @SwarmSubnet cool Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1968383455164829943) ### 2025-09-15 00:30 UTC · QUOTE > Play long term games. Never give up. https://t.co/0j7iAhWXY3 Likes 193 · Reposts 21 · Quotes 2 · Replies 8 · [link](https://x.com/const_reborn/status/1967385607891763367) ### 2025-09-12 14:46 UTC · REPLY > @GasDankCa @BitQuantAI @YumaGroup @JosephJacks_ Explain? Likes 2 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1966513829287710756) ### 2025-09-10 11:05 UTC · REPLY > @TaoIsTheKey The most conservative estimate is from the IDF itself which states 1.4:1. He would then only be off by a factor of 23. I guess he’s telling the truth then. Likes 7 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1965733323315278174) ### 2025-09-10 10:29 UTC · REPLY > @TaoIsTheKey You can look the figures up very easily Likes 9 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1965724372158795797) ### 2025-09-10 01:58 UTC · REPLY > @imwhatisayiam If Hamas were staged and lauded by some of tech’s largest personalities I certainly would. A critique here is not in support of any of those above regimes. Indeed, his statement above is so far from the truth it does more for his perceived enemies than anything i could say. Likes 15 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1965595686432657543) ### 2025-09-10 01:13 UTC · REPLY > @naschain_ai I swear, @naschain_ai has evolved from subnet owner into divine Bittensor Heyoka. > > @hobbleabbas take note! Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1965584377053938090) ### 2025-09-10 01:01 UTC · REPLY > @T8mryan >50% of Palantir's revenue is from government contracts. > > His stock 4x'd off the back of Trump winning the election (the candidate they backed through Thiel). > > After the election Palantir won a 10B long term contract with the military -- near doubling their revenue. Likes 18 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1965581244084928915) ### 2025-09-10 00:53 UTC · REPLY > This might be a bit too deep for twitter but, for those esoteric out there: > > Israel was given to the Jewish people in covenant with God. But the covenant was never unconditional: “Do not lie.” > > The land and the law are one. Forget the law, forfeit the land. Likes 76 · Reposts 3 · Quotes 0 · Replies 13 · [link](https://x.com/const_reborn/status/1965579374356562035) ### 2025-09-10 00:42 UTC · QUOTE > "It's true, Israels ratio, of casualty, innocent to non-innocent, is better than anyone has ever had in the history of humanity" -- Karp, in reference to the conflict in Palestine. > > In reality the ratio is 2:1 -- 2 civilian deaths for every combatant in the current conflict. By comparison, it is 1:17 in the Ukraine - Russia war, 1 civilian for every 17 combatants. > > He's off a magnitude of 34 times in the wrong direction. > > This is incentives -- incentives of a man who's entire fortune is dependent on government contracts from said committing government. Likes 182 · Reposts 14 · Quotes 2 · Replies 22 · [link](https://x.com/const_reborn/status/1965576690144334174) ### 2025-09-09 22:21 UTC · REPLY > @taoapp_ damn that's cool Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1965541161151725868) ### 2025-09-09 22:11 UTC · QUOTE > IOTA is the most ambitious subnet on Bittensor IMO https://t.co/aJ0oiYP0NS Likes 230 · Reposts 25 · Quotes 2 · Replies 12 · [link](https://x.com/const_reborn/status/1965538583919710651) ### 2025-09-09 19:34 UTC · REPLY > @Neo_Theosis Chutes, Lium, Targon to name a few Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1965499087836643720) ### 2025-09-09 16:59 UTC · REPLY > The only way that you can verify on chain is if you put the data from the orb on the chain (thus breaking confidentiality). > > But thats not the problem. > > If you DO put the data on the chain I can train a generator to create fake eyes and break your sybil resistance -- sure eyes are unique, but not all eyes have humans, indeed there are an infinite number of 'real' eyes without humans. > > If you keep the data off the chain then you need to trust the device and the signed message sent from said device. > > Now you have a trusted party that holds the key to sign humans. The orb is thus irrelevant it just gatekeeps humans and gives all the power to the signer. > > Can you explain how these problems are resolved @dcbuilder Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1965460161738539319) ### 2025-09-09 16:34 UTC · REPLY > When you scan your eye the Orb sends your phone a uniqueness verification which you use to mint your tokens on the chain and create an account. > > The chain does not verify that you are a human, it just verifies that the transaction has a signature from the keys on the orb. > > Who already has the keys to the orb? Worldcoin. > > With the keys you can sign any transaction you want. You can mint humans. > > Fiat Humanity. Likes 15 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1965453772739543385) ### 2025-09-09 15:46 UTC · REPLY > @infiniterb00 worth a try Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1965441772324356596) ### 2025-09-09 13:53 UTC · ORIGINAL > GAN style + ridges. Miners upload scripts for both the generator function and the discriminator. Generators are prompted with description of a human. They must pass the description and the discriminator by creating 5 second clips of a face given a standard iPhone camera. Both discrim and generator are open source. Build a product which uses multiple 5 second clips to converge at 100% accuracy. Sell the product as an inference service. Likes 57 · Reposts 2 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1965413146887143520) ### 2025-09-09 13:16 UTC · ORIGINAL > You do realize that the stated goal of Worldcoin is to create a digital identity, a definition of humanity, through which they will gate-keep technological and financial services. > > You do realize that they control the keys to create said human definitions and that there is no way to verify post facto if a human created the original signature via their eye. > > You do realize that this means they can mint humans arbitrarily. > > You do realize that if they succeed in securing more corporate partners that we would be passing the definition of humanness to a for-profit corporation. > > You do realize that the investors in that company include Sam Altman and crew,— the people primarily responsible for the faux human problem the company is supposedly trying to solve. > > You do realize that buying into something that leads us towards crypto corporate totalitarianism is a deal with the devil. > > You do realize that deals with the devil always fail. > > Build permissionless systems. Fight totalitarians trying to usurp Bitcoin. > Win. Likes 562 · Reposts 116 · Quotes 19 · Replies 40 · [link](https://x.com/const_reborn/status/1965403913089057268) ### 2025-09-08 23:10 UTC · REPLY > @bloomberg_seth The RL environment for RL environments is the product Likes 21 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1965190928307753358) ### 2025-09-08 21:05 UTC · REPLY > @futileturtle @tengyanAI @scottshics @adreon Shit sorry @tengyanAI. Great lay up though ! Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1965159538082111592) ### 2025-09-08 18:03 UTC · REPLY > @hyperliquidate 😂 Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1965113707740233825) ### 2025-09-08 18:00 UTC · QUOTE > This kinda statement from critics is so bullish. > > It’s like 2013 anti-Bitcoiners saying shit like “Bitcoin finds prime numbers right? How is that valuable?” > > Ok bro. https://t.co/lLirrOpP8Y Likes 105 · Reposts 9 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1965113025599594831) ### 2025-09-08 17:50 UTC · REPLY > @tengyanAI @scottshics @adreon “Let validator to decide a test question and ask all miners to answer the questions.” > > @tengyanAI you truly have wasted your life if you can’t understand how retarded of a Dunning-Krueger statement that is. Likes 66 · Reposts 6 · Quotes 3 · Replies 6 · [link](https://x.com/const_reborn/status/1965110512188084421) ### 2025-09-08 13:50 UTC · REPLY > It’d be like if Tether danced around the idea of a stable coin for years. > > “Ooo i dunno, this might be illegal, it’s not legitimate..” > > They’re only capable of competing with Blackrock because they gained headway years ahead. Can you imagine if they’d waited? > > Same in crypto AI. Once google and Open AI run their markets — we better be miles ahead. Likes 86 · Reposts 5 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1965050163577139442) ### 2025-09-08 13:37 UTC · ORIGINAL > I see a lot of crypto-AI projects reluctant to launch their tokens because they’re trying to “boil the frog” — warm up a community to the idea that crypto is involved in their business model, but afraid of the impending stigma blowout of involving “crypto”. > > I think this is a foolish plan. Once our field becomes legitimized (inevitable) it’s already too late. If you’ve not been accelerating in the direction of understanding how crypto economics work all this time, you’ll be eaten up by the bigger players when they choose to “legitimize” it. > > Also just feels like a sleight of hand, inauthentic, bad faith, to pretend or dance around the core tech. > > After 4 years of doing this, I can just say flat out, the incentives in decentralized AI are more important than the surface level tech. Likes 342 · Reposts 57 · Quotes 6 · Replies 18 · [link](https://x.com/const_reborn/status/1965046857521852592) ### 2025-09-08 00:24 UTC · ORIGINAL > Crypto-economic systems take time to bootstrap — but the reason we build them is because once they work they’re unstoppable. > > For instance, you can create a cloud provider. Sure, profit day one. Raise funds, buy compute, sell it. > > But can you create a cloud provider that’s purely a protocol? A cloud provider that doesn’t have a datacenter, or land line, or a deals department? > > Just a pure market which commodifies something better and more efficiently than any company ever could. > > That takes a few tries. It’s not “profitable” day one because you’re scaling the ownership out fast. > > But that lasts a thousand years. It’s dimensionally different. Likes 281 · Reposts 39 · Quotes 5 · Replies 13 · [link](https://x.com/const_reborn/status/1964847357008195784) ### 2025-09-06 01:27 UTC · QUOTE > Pick decentralized AI freedom over crony capitalistic ring kissing. Be your own boss, live in cyberspace, stack real money and make AI truly free and non totalitarian. > > Build tech that doesn’t need to kiss a ring, and never could anyways. https://t.co/d0hS5HJ35k Likes 412 · Reposts 62 · Quotes 4 · Replies 33 · [link](https://x.com/const_reborn/status/1964138460383465644) ### 2025-09-05 20:43 UTC · REPLY > @maxscore Score launching a similar mechanism is highly bullish also Likes 32 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1964066843527721412) ### 2025-09-05 20:26 UTC · REPLY > @hobbleabbas @_opencv_ This tweet was more bullish than topping SWE bench IMO Likes 25 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1964062624246595714) ### 2025-09-05 20:12 UTC · REPLY > @visiontao 4 watches. Probably not even working. Doesn’t matter, all clocks set to centralized AI company time of death. Likes 101 · Reposts 3 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1964059036602495365) ### 2025-09-05 20:10 UTC · REPLY > @visiontao Such a gigachad dev profile picture. Not even smoking the cigarette. Just trolling trillion dollar AI companies for fun Likes 86 · Reposts 6 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1964058508137030142) ### 2025-09-05 19:23 UTC · QUOTE > “While writing this article someone beat the top agent” > > Incentives are very hard, but when they work, they work for you continuously https://t.co/cwEsTh7mnb Likes 261 · Reposts 34 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1964046693839569020) ### 2025-09-05 13:13 UTC · REPLY > @chutes_ai Git for chat Likes 17 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1963953724239258001) ### 2025-09-04 02:02 UTC · REPLY > Things have changed since running the first one. But some of the same principles live on, like: > > - the miners are more cracked than you, accept it > - fix the incentives, don’t worry about anything else > - build trust, it’s the most valuable commodity > > … and many more. Fuck i love this game Likes 143 · Reposts 13 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1963422279150211536) ### 2025-09-04 01:57 UTC · ORIGINAL > Developing a subnet is insanely fun Likes 206 · Reposts 18 · Quotes 4 · Replies 12 · [link](https://x.com/const_reborn/status/1963421082259513385) ### 2025-09-03 18:12 UTC · REPLY > @_taofi_ nice work guys! Likes 16 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1963304145454067893) ### 2025-09-03 17:07 UTC · REPLY > @Toddsteez https://t.co/cw4zfOYtFn Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1963287733893468643) ### 2025-09-03 16:04 UTC · REPLY > @inference_labs This post is botted to all hell Likes 13 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1963271944888889520) ### 2025-09-03 15:32 UTC · QUOTE > Do not wait for the fire to carry the flame to you > Build, work, build, work, build, work > Fall down, fail, learn, learn, earn, earn and conquer https://t.co/bsQVYzMBuv Likes 213 · Reposts 26 · Quotes 1 · Replies 10 · [link](https://x.com/const_reborn/status/1963263962453090591) ### 2025-09-02 16:31 UTC · REPLY > @JosephJacks_ @bittensor thanks for putting that money down @JosephJacks_ > > (this wasn't free, pure donation to the network) Likes 128 · Reposts 5 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1962916217926095027) ### 2025-09-01 11:56 UTC · REPLY > @DistStateAndMe where is the thread? this is unfair. Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1962484812523962594) ## 2025-08 ### 2025-08-31 00:07 UTC · REPLY > We will beat them on everything -- and it will be a glorious. Likes 179 · Reposts 26 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1961943781759938980) ### 2025-08-31 00:06 UTC · REPLY > This is the model for how we accelerate human innovation in a way that leaves none of us behind and all of us aligned. https://t.co/CkpTBX8sTz Likes 168 · Reposts 30 · Quotes 4 · Replies 6 · [link](https://x.com/const_reborn/status/1961943544366498294) ### 2025-08-31 00:04 UTC · ORIGINAL > I recommend people actually read the top agent on Ridges, its insane. 7000 lines of pure open innovation for the world to see. > > https://t.co/35nFRMP0E3 Likes 357 · Reposts 63 · Quotes 7 · Replies 11 · [link](https://x.com/const_reborn/status/1961943137670017102) ### 2025-08-30 15:40 UTC · REPLY > @CryptoZPunisher @tseutseutao @YumaGroup No connection Likes 13 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1961816323584917539) ### 2025-08-29 23:26 UTC · REPLY > @fish_datura Clear eyes, full hearts, unstoppable Likes 18 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1961571163005485559) ### 2025-08-29 17:26 UTC · REPLY > @dstrbtd_ai Jk > > Wen 70? Likes 5 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1961480652672360492) ### 2025-08-29 17:26 UTC · REPLY > @dstrbtd_ai Wen revenue Likes 14 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1961480596045127887) ### 2025-08-29 11:58 UTC · QUOTE > #MakeJonWorkHarder https://t.co/mSzffcUyGi Likes 95 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1961398100188074036) ### 2025-08-28 01:03 UTC · REPLY > @TAOTemplar @DistStateAndMe brrrrrrrrrrrrr Likes 22 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1960870913504854052) ### 2025-08-27 17:38 UTC · REPLY > @TaoStacker @ridges_ai @SiamKidd @markjeffrey @MarkCreaser @jaltucher @KeithSingery @JosephJacks_ we are trying to suppress them so that we can close source AI and rule the world Likes 43 · Reposts 0 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1960758716036268149) ### 2025-08-27 15:08 UTC · REPLY > @WSquires build Likes 19 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1960721072677945594) ### 2025-08-25 23:26 UTC · QUOTE > cursor but instead of a monthly fee you take the equity. > > @ridges_ai Likes 146 · Reposts 25 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/1960121666488402017) ### 2025-08-23 00:58 UTC · REPLY > @balajis You’re talking about economically annealing weather prediction https://t.co/Ewnt843lPC Likes 15 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1959057575670161671) ### 2025-08-23 00:56 UTC · REPLY > @balajis https://t.co/efGpYE4p6B https://t.co/QVPBg5ZEbZ Likes 13 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1959057170412057049) ### 2025-08-23 00:55 UTC · REPLY > https://t.co/efGpYE4p6B https://t.co/QVPBg5ZEbZ Likes 27 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1959056967193759961) ### 2025-08-23 00:52 UTC · QUOTE > Done already noob https://t.co/liex9uFsZp Likes 224 · Reposts 17 · Quotes 2 · Replies 13 · [link](https://x.com/const_reborn/status/1959056003787628722) ### 2025-08-23 00:38 UTC · ORIGINAL > @ZeMirch AI girlfriends as a commodity sounds pretty sexiest not gonna lie Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1959052498070855956) ### 2025-08-23 00:34 UTC · REPLY > How do you represent everything as a market. You start with the concept of mining. You create a digital representation of it via measurement. You make that measurement trustworthy. Then you unlock it like Bitcoin. Likes 41 · Reposts 2 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1959051562027712821) ### 2025-08-23 00:32 UTC · REPLY > The question becomes, how do you anneal technologies, everything, towards optimally efficient commodities. > > How do you make compute a pure market ? How do you make inference a pure market ? how do you make intelligence a pure market ? Likes 21 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1959051091032600674) ### 2025-08-23 00:29 UTC · REPLY > This is why Chutes will always have the best cost inference and in turn why ridges will always win on intelligence per unit energy. Likes 20 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1959050388377657825) ### 2025-08-23 00:27 UTC · QUOTE > Lowering costs on decentralized compute lowers costs for decentralized technologies across the board. https://t.co/7XCvut6Y0q Likes 118 · Reposts 12 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1959049845269807148) ### 2025-08-22 14:26 UTC · QUOTE > I’m going to highlight this tweet ( and burner account) with one like and bring it out to 18k followers. > > I decided a long while ago that if I ever get blackmailed i was going to tell the truth. Blackmail is used to capture and corrupt and I’d rather face the crowd then be manipulated by evil people. > > Story: > > Between the Nakamoto and Finney chains (when accounts were migrated) Ala and myself split our funds into a set of secondary wallets to protect our identities. This was a stupid idea (it didn’t protect our wallets). > > Later, a developer that worked for the foundation would use this to blackmail me. They wanted to leverage this information but when he couldn’t, he would go and use keys from the foundation to hack almost 30 million dollars from people in the network. Ala and I payed for those hacks from personal funds and paid our pound of flesh. > > These screenshots (in below tweet) are between Carro and I at the time when Carro had been manipulated to side with the people blackmailing me. It was very personal and heated. He got over it when he realized they were criminals who just wanted money. > > All in all, you can see where all the funds came from if you check the public records (for instance it has been fixed on taostats), i.e. nothing minted etc. > > That still doesn’t change the fact that splitting our funds was an ugly choice and not something I can defend — as it muddied the chain history. I deeply regret it. > > People make mistakes. I have made errors. i am human, Bittensor is human and I won’t let these fucks use it to have me lose my truth @gruntxFiishher > > Next. Likes 330 · Reposts 18 · Quotes 4 · Replies 75 · [link](https://x.com/const_reborn/status/1958898625825689769) ### 2025-08-22 12:57 UTC · QUOTE > all ridges agents are single agent py files that fully fit in the context window of modern LLMs. > > Basically a crypto vibe-coded Gödel machine. > NBD Likes 141 · Reposts 14 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1958876147628097616) ### 2025-08-22 12:38 UTC · REPLY > when you see that, you'll know why it is paramount we build the basis of that market fair from the start, and that the ownership is not clipped and stolen from humanity. > > GO MINE TEMPLAR! Help build this machine together! Likes 43 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958871400510628195) ### 2025-08-22 12:35 UTC · QUOTE > I'm biased you know, but to me, the fact that we can build markets into which we can train collaboratively is the missing piece -- and the thing that will take us beyond what Google and Meta and X will ever achieve in size and efficiency. Likes 141 · Reposts 22 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1958870726402089253) ### 2025-08-22 12:34 UTC · QUOTE > I'm biased you know, but to me, the fact that we can build markets into which we can train collaboratively is the missing piece -- and the thing that we take us beyond what Google and Meta and X will ever achieve in size and efficiency. Likes 10 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958870502531113210) ### 2025-08-22 12:29 UTC · QUOTE > https://t.co/wYbFvwQ9pF https://t.co/U7d8GadFQY Likes 50 · Reposts 8 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1958869210383388942) ### 2025-08-20 20:21 UTC · REPLY > @AldaMustafic @buzzli8yr brother, please stop, these are fees on swaps. Are we counting transaction fees now? lmao https://t.co/2tsoXN3eM9 Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958263105441378482) ### 2025-08-20 18:51 UTC · REPLY > @404sTheFuture Its not personal, its about not letting them sell out this future to the same centralized power structure who don't actually want decentralized AI, that, to me, is biblical. Likes 124 · Reposts 5 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1958240499598340517) ### 2025-08-20 18:42 UTC · ORIGINAL > I'm fighting now because no way Im going to let these same VC SF cunts who laughed in my face for years when I said we could mine intelligence come and pretend they invented it first while selling it out to fiat money. > > You're gonna have to kill me. Likes 704 · Reposts 89 · Quotes 26 · Replies 77 · [link](https://x.com/const_reborn/status/1958238281675440451) ### 2025-08-20 18:35 UTC · REPLY > @AldaMustafic We're crushing "big labs" with mouse clicks: https://t.co/HlJIQc1K6O Likes 29 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958236536316600358) ### 2025-08-20 18:34 UTC · REPLY > @AldaMustafic Like seriously, name one product in the space that is as heavily used by Chutes? Likes 60 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1958236314467524942) ### 2025-08-20 18:33 UTC · REPLY > @AldaMustafic You're just heavily uninformed if you don't know we run effectively the only non-financial products in crypto that ARE used by people. Likes 40 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1958235890620207122) ### 2025-08-20 18:31 UTC · REPLY > Bittensor was small and unknown too, literally a small community of people who ran compute on rented Contabo VPNs, like my neighbor and some random people I met in underground hack spaces. > > Same thing in Bitcoin. People were hobbyists who made millions later. I say fuck yeah. Whats your point? Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1958235578853376268) ### 2025-08-20 18:11 UTC · REPLY > Oh also, infrastructure wise. Bittensor is the same infra today as it was in 2021. Its called Yuma Consensus and its the mechanism on which every subnet is built today. Crushing compute, inference, training, etc. > > So, no, actually other way around, our infra is ahead of every testnet competitor until they reinvent YC. Likes 81 · Reposts 10 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1958230385885872199) ### 2025-08-20 18:05 UTC · REPLY > It’s funny cause this is just proof that we were actually here first, and that everyday people, nerds stoked on the vision, got an opportunity to mine Bittensor just like it was for Bitcoin. > > And it took a couple years before people got very serious mining — now we have the best miners on earth probably. > > I’d rather give out that initial TAO to people that had the guts to mine something rather than VC insiders. > > That’s the whole difference. Likes 141 · Reposts 13 · Quotes 3 · Replies 7 · [link](https://x.com/const_reborn/status/1958228919381049568) ### 2025-08-20 18:00 UTC · REPLY > @AldaMustafic Yeah you could mine Bitcoin with a desktop too — we had the first incentive system around intelligence. Try mining with an HF model now. Likes 63 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1958227742886969397) ### 2025-08-20 17:04 UTC · REPLY > @GasDankCa thanks man. you're a G Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958213491199811918) ### 2025-08-20 17:03 UTC · REPLY > We all win when we connect. https://t.co/K2xUpcihiO Likes 58 · Reposts 4 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1958213317618454673) ### 2025-08-20 17:01 UTC · ORIGINAL > The reason everyone else is on testnet is that they're scared Bittenosr will mine them -- but they should lean into that, you can mine Bittensor also, and this way we all win. Likes 202 · Reposts 23 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1958212804978073624) ### 2025-08-19 21:10 UTC · REPLY > @notncssry Popularity is short lived when the ideas are hollow memes promoted by nihilists Likes 16 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1957913145214714269) ### 2025-08-19 20:55 UTC · ORIGINAL > @thaumastos95501 Yes of course Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1957909224836747511) ### 2025-08-19 19:43 UTC · QUOTE > So yeah. Get political. This is religious. Don't let people sell you a fake mission and capture your attention with synthetic "cults". > > Don't let SF bastardize the profound. https://t.co/Zkemqk01T8 https://t.co/uLHzb2ePJh Likes 107 · Reposts 7 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1957891286347968749) ### 2025-08-19 19:39 UTC · QUOTE > An now we're birthing humanities last and greatest technology -- a weapon, our replacement, our greatest ally. > > Consider the severity if we fail to build it into the substrate and image of Bitcoin, to sell it out, to give it to the fiat world. > > Same mission. New day. https://t.co/0zOBRmo9Cn Likes 130 · Reposts 21 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/1957890155756548309) ### 2025-08-19 19:34 UTC · QUOTE > We are entering an epoch in history which will be defined by our acknowledgement of that choice -- just as the last 2000 years were defined by the self sacrifice of Jesus. https://t.co/qm6VoKyuZb Likes 128 · Reposts 13 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/1957889035449561469) ### 2025-08-19 19:31 UTC · ORIGINAL > The richest man there ever was, and ever will be, never took a penny for himself. https://t.co/lwyTNsMRYw Likes 324 · Reposts 38 · Quotes 5 · Replies 27 · [link](https://x.com/const_reborn/status/1957888211751170459) ### 2025-08-19 17:44 UTC · REPLY > @JosephJacks_ Niraj in 2016 Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1957861247602274337) ### 2025-08-19 17:43 UTC · REPLY > @JosephJacks_ Ritual is deep tech: https://t.co/xAUA7L3Uqw Likes 12 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1957861034548498896) ### 2025-08-19 14:53 UTC · QUOTE > At first I was quite skeptical about this team (cause quantum is notoriously scam ridden) — but what they’re doing is incredibly interesting. > > Meet this Thursday on Novelty https://t.co/K1g55BpeOY Likes 223 · Reposts 39 · Quotes 3 · Replies 13 · [link](https://x.com/const_reborn/status/1957818139216842926) ### 2025-08-19 14:30 UTC · QUOTE > Economics first and not a Shadeform wrapper posing as a mining network. https://t.co/q2r5yivgep Likes 101 · Reposts 11 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1957812345607995648) ### 2025-08-19 01:11 UTC · QUOTE > Join us and Palantir to sell your information to the FEDs and bomb kids in concentration camps. > > #DecentralizedAI https://t.co/vXusl3XHLZ Likes 138 · Reposts 8 · Quotes 3 · Replies 15 · [link](https://x.com/const_reborn/status/1957611325527335207) ### 2025-08-19 01:07 UTC · REPLY > Commented on a retweet of this for context since the tweet was deleted. https://t.co/PRegpMAQyS Likes 42 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1957610412515684800) ### 2025-08-19 01:05 UTC · ORIGINAL > Looks like you’ve chosen your friends @vincentweisser, Palantir, Anduril, a crew that would profit off having the whole world end up like Gaza. > > Bitcoin is FREEDOM money. Not in league with the companies that sell your information to the NSA. > > Which way western man? https://t.co/f9gKNRLwss Likes 159 · Reposts 15 · Quotes 4 · Replies 13 · [link](https://x.com/const_reborn/status/1957609755427647665) ### 2025-08-19 00:28 UTC · REPLY > @tplr_ai @PrimeIntellect @NousResearch spend 500k VC money on websites, launch two runs. Use a grafana, pump out 100s in months. https://t.co/ST4HCTXp9q > > which way western man. Likes 46 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1957600646208844159) ### 2025-08-19 00:04 UTC · QUOTE > "assumes the quality bar of something like @tplr_ai is currently the same as @primeintellect @NousResearch" > > Yeah it's not. Our 8b runs beat Nous 40 while they claim decentralized training on a closed network with whitelists and without incentives. > > Templar is live, unpermissioned, using distributed training mechanism superior to both (CCLoco). No premine, no fucks. Launching a 70B on Wednesday. > > @teknium I gave you your first break. > @vincentweisser I explained mining incentives to you before you launched prime. > > You're currently churches without faith. > Lets go. Launch your tokens and lets mine. Likes 236 · Reposts 38 · Quotes 5 · Replies 17 · [link](https://x.com/const_reborn/status/1957594544691703953) ### 2025-08-18 22:15 UTC · QUOTE > Between two thieves. https://t.co/N5V93OfD2T https://t.co/jFddSRknLh Likes 135 · Reposts 11 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1957566999476764754) ### 2025-08-18 20:33 UTC · REPLY > @DefiVaish this was a mistake, i was responding to the wrong tweet here. I meant Nova should use this open/closed design. https://t.co/QiRAhmKZs1 Likes 9 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1957541323654693204) ### 2025-08-17 14:04 UTC · REPLY > @_SD____________ indeed Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1957081055187398871) ### 2025-08-17 13:26 UTC · QUOTE > Note the false dichotomy at the end: it’s either alignment via Elon or the fiat money stock-portfolio managers behind Altman. https://t.co/F8teLSHxGe Likes 109 · Reposts 18 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1957071453666373861) ### 2025-08-17 12:56 UTC · REPLY > @TaoStacker @DefiVaish No not a burn, that’s great news for them Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1957064059569803440) ### 2025-08-17 12:35 UTC · REPLY > @DefiVaish Nova for instance Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1957058592411926556) ### 2025-08-17 03:28 UTC · QUOTE > It’s the dead centrality, really the vestiges of an empire built off fiat, it’s progeny is the internet — and you’re a first class citizen, finally https://t.co/7ZYlsNjdnZ Likes 35 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1956921017969811693) ### 2025-08-17 00:01 UTC · REPLY > @markjeffrey If you ever worked in corporations you’ll know why that is crucial over a long period of time. Even Google, probably the best company ever designed is stultified. Likes 34 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1956868896129995105) ### 2025-08-16 23:59 UTC · REPLY > @markjeffrey The system is designed to filter for killers. Likes 74 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1956868539630973096) ### 2025-08-16 20:30 UTC · REPLY > @ramin_m_h wow Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1956815835160613299) ### 2025-08-16 14:07 UTC · QUOTE > Someone build a service that takes the slippage on solana and bridge back to bittensor to take the spread. Help the cross tokens with liquidity and take a cut. https://t.co/6gjuTMJcJa Likes 96 · Reposts 11 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1956719534187954574) ### 2025-08-16 13:39 UTC · QUOTE > All subnets should model this: build a dual system 1) pure inference based closed source 2) open source solution -- the two sides compete and improve each other. https://t.co/xs5MOBxJBA Likes 136 · Reposts 21 · Quotes 2 · Replies 8 · [link](https://x.com/const_reborn/status/1956712435202560344) ### 2025-08-16 13:38 UTC · ORIGINAL > Open source but with incentives -- works REALLY well. https://t.co/57eWzZyvyu Likes 109 · Reposts 13 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1956712044784218408) ### 2025-08-16 13:28 UTC · REPLY > @timemanX @AskPerplexity check mate Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1956709539367080305) ### 2025-08-16 13:27 UTC · REPLY > @timemanX @AskPerplexity making 1T bid for Bully Huggs Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1956709504067793152) ### 2025-08-16 13:20 UTC · REPLY > @timemanX @AskPerplexity making a 100B bid for Perplexity Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1956707661010915395) ### 2025-08-16 12:53 UTC · QUOTE > pretty cool how Bittensor becomes the liquidity hub for cross chain wrapped tokens. https://t.co/X0b7efUiO3 Likes 127 · Reposts 18 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1956700947872182566) ### 2025-08-16 12:10 UTC · REPLY > @skol_abides @ridges_ai why dont people add liquidity by arbing the pools on Bittensor. Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1956689978664067528) ### 2025-08-16 01:13 UTC · REPLY > @skol_abides @ridges_ai are there others on solana? Likes 13 · Reposts 1 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1956524626441564208) ### 2025-08-15 17:34 UTC · REPLY > @Hesamation duh Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1956409095503704492) ### 2025-08-15 12:47 UTC · REPLY > @Mykland_g13 🥷 Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1956336888106639710) ### 2025-08-14 22:32 UTC · REPLY > @inference_labs @ComputeHorde canadians and a pole crush weight copiers. Likes 21 · Reposts 1 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1956121678058295469) ### 2025-08-14 16:21 UTC · REPLY > @IIGoDLiKEII @Pritensor 63 is a quantum subnet, 120 is a RL subnet lmao Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1956028517759504536) ### 2025-08-14 16:18 UTC · REPLY > @IIGoDLiKEII @Pritensor Less than satoshi by multiples Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1956027736545165477) ### 2025-08-14 16:17 UTC · REPLY > I purely DCA into subnets, you can’t insider trade by DCA’ing. My wallets are doxxed. I talk about the subnets i like. How exactly could I ethically inject liquidity into DTao any other way sir? I hold multiples less Tao on a good day than Satoshi holds in Bitcoin. Satoshi could dump the majority of his Bitcoin and still have more than me. Likes 5 · Reposts 0 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1956027496039649412) ### 2025-08-14 15:52 UTC · REPLY > @Pritensor What matters is not the quantity of subnets but the distribution of emission. Top three subnets on Bittensor produce revenue. Two of them are emission positive and the third serves more token on open router than any competing provider. Likes 12 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1956021150443606291) ### 2025-08-14 15:30 UTC · REPLY > @xtaohq @samaroo00 Congrats! Likes 16 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1956015605527556323) ### 2025-08-14 15:26 UTC · REPLY > @decoding_things @IIGoDLiKEII @Pritensor Ah right Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1956014605009879151) ### 2025-08-14 15:21 UTC · REPLY > @Pritensor I mean i simply disagree. We have the most front facing non pure finance apps in all of crypto. What are you comparing us to? Likes 13 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1956013432152482175) ### 2025-08-14 15:21 UTC · REPLY > @IIGoDLiKEII @Pritensor What insider trading? Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1956013222437306785) ### 2025-08-14 15:20 UTC · REPLY > @IIGoDLiKEII @Pritensor How much do employees hold? Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1956013026458456135) ### 2025-08-14 15:01 UTC · QUOTE > You can train an ML model on a decentralized network. You can train engineers who train models on a decentralized network. > > But have you tried training engineers who train models who train models on a decentralized network? > > Novelty Search Tonight 5pm EST https://t.co/Sk53xJz478 Likes 129 · Reposts 18 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1956008400573088037) ### 2025-08-14 14:28 UTC · QUOTE > make frontier labs feel what it’s like to be mined https://t.co/jy453Y3Su0 Likes 95 · Reposts 5 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1956000014750159266) ### 2025-08-14 12:08 UTC · REPLY > @DistStateAndMe as much as I love rust, service pass through subnets don't work much good for anyone except the service on the other end. Idea need a lot of work. Likes 5 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1955964870429376954) ### 2025-08-14 03:34 UTC · REPLY > @a_roaringsheep symbols will be their downfall Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1955835415060996133) ### 2025-08-13 22:40 UTC · QUOTE > The idea is that you can spill open a corporation’s guts so to speak, turn it into just it’s incentive structures, and people can join in on it, and that the openness makes it more competitive and fast moving. https://t.co/oQJiPQwKlD Likes 141 · Reposts 17 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/1955761472862347568) ### 2025-08-13 21:34 UTC · ORIGINAL > Pressure creates diamonds and there have been no tokens in existence, no underlying technologies so molded by the relentless pressure, of automatic sells, by the nefarious onslaught of miners, and the social cabalism of Bittensor, and stood tall, in the test of time, than those that still breathe TAO emission Likes 335 · Reposts 50 · Quotes 4 · Replies 39 · [link](https://x.com/const_reborn/status/1955744700931170442) ### 2025-08-13 17:49 UTC · REPLY > @neuromancer_t Yes saw that Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1955688175051186461) ### 2025-08-13 16:28 UTC · REPLY > @HuabaBinian @taodotcom @opentensor you're not blocked by me Likes 2 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1955667697251057866) ### 2025-08-13 15:34 UTC · REPLY > @TPANDTAO @Batlecash more application layers that follow the Ridges design for instance for website creation and deep research. Likes 26 · Reposts 6 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1955654295220797589) ### 2025-08-13 15:31 UTC · REPLY > @Batlecash Yes that is the goal. Top to bottom. Likes 8 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1955653396968636881) ### 2025-08-13 15:12 UTC · REPLY > @HuabaBinian @taodotcom @opentensor is that what happened? tell me more Likes 3 · Reposts 1 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1955648666019996076) ### 2025-08-13 14:18 UTC · REPLY > I will continue adding subnets as they integrate. Likes 59 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1955635058955415843) ### 2025-08-13 14:11 UTC · REPLY > You mine Affine with gradients as of yesterday. > > https://t.co/NgDOpMLOMj Likes 40 · Reposts 4 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1955633264850542838) ### 2025-08-13 14:09 UTC · ORIGINAL > Open Systems Incentives (OSI) model https://t.co/JutbDKh8Tb Likes 233 · Reposts 33 · Quotes 10 · Replies 21 · [link](https://x.com/const_reborn/status/1955632783805804606) ### 2025-08-13 12:59 UTC · REPLY > @HuabaBinian @taodotcom @opentensor of course I am against that. Why would you even suggest I am? Likes 3 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1955615248552976771) ### 2025-08-13 12:23 UTC · REPLY > @HuabaBinian some are memes. I see nothing wrong, indeed I promote subnets mining each other -- precisely why I built Affine which is designed to be mined by Chutes, Gradients, Hippius, Lium and Grail (so far) Likes 13 · Reposts 2 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1955606169319596073) ### 2025-08-13 12:22 UTC · REPLY > @InfosCryptos @HuabaBinian nickname? Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1955605851437404342) ### 2025-08-12 13:52 UTC · REPLY > mine from them everything Likes 61 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1955266079502045295) ### 2025-08-12 13:51 UTC · ORIGINAL > the premined Bittensor clones are on their way lads. > give them nothing. Likes 434 · Reposts 44 · Quotes 5 · Replies 31 · [link](https://x.com/const_reborn/status/1955265970940813389) ### 2025-08-12 12:29 UTC · REPLY > @casper_hansen_ Liquid infrastructure or bust Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1955245292942508425) ### 2025-08-11 13:33 UTC · QUOTE > Don’t miss. https://t.co/NFndLk9urm Likes 104 · Reposts 8 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1954899073842163840) ### 2025-08-11 00:40 UTC · REPLY > @ridges_ai I’m not surprised. There are a lot of people simply scared of using crypto. Hope that wall gets broken down one day Likes 33 · Reposts 2 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1954704321431638153) ### 2025-08-10 23:20 UTC · REPLY > @checkerchain @chutes_ai @hippius_subnet @lium_io This is the way Likes 6 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1954684268266799255) ### 2025-08-10 17:28 UTC · REPLY > @ridges_ai What RAG tooling do the miners have available to them Likes 6 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1954595665561989128) ### 2025-08-10 01:30 UTC · REPLY > @jaylavee_ Will Likes 4 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1954354519451590889) ### 2025-08-10 01:24 UTC · REPLY > @jaylavee_ Bittensor subnets interconnecting Likes 25 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1954353063818633530) ### 2025-08-10 01:23 UTC · REPLY > Bitcoin will drastically change the calculus of power in the 21st. That’s the continent to build on. Likes 43 · Reposts 6 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1954352995543535853) ### 2025-08-10 01:20 UTC · QUOTE > Build in the developing world, build borderless technologies, fade the pull to socialite centralities. https://t.co/hYlE4Q5Zu6 Likes 78 · Reposts 2 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1954352168233791616) ### 2025-08-08 15:49 UTC · REPLY > @checkerchain Price is the illusion. What matters is energy, mission. > Hats off @checkerchain. Likes 6 · Reposts 0 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1953846117352845564) ### 2025-08-08 01:29 UTC · REPLY > @checkerchain Checker chain is never out for the count Likes 13 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1953629510173393180) ### 2025-08-07 12:13 UTC · REPLY > @DrocksAlex2 @opentensor @taohash @0xcarro @latentholdings @KibibyteMe @JosephJacks_ No we. Basically just go down via emission and availability. Likes 9 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1953429392467562543) ### 2025-08-06 23:43 UTC · REPLY > @ridges_ai Gödel machine Likes 13 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1953240538188075242) ### 2025-08-06 16:59 UTC · REPLY > @casper_hansen_ on it Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1953138993706434994) ### 2025-08-05 12:37 UTC · ORIGINAL > We’re not ready for a world where armies are made of machines, not men — where human power is so eroded that the AI cabal can control the world from a laptop. Likes 175 · Reposts 16 · Quotes 5 · Replies 20 · [link](https://x.com/const_reborn/status/1952710606231949733) ### 2025-08-04 22:17 UTC · ORIGINAL > @wanderinweights wen affine model? Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1952494165343793575) ### 2025-08-04 12:02 UTC · REPLY > @JosephJacks_ Commodities and wrappers all the way down Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1952339460764438946) ### 2025-08-04 11:39 UTC · QUOTE > Commoditize everything. Save the wrappers. https://t.co/4x6a6gwMLF Likes 63 · Reposts 4 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1952333596015878225) ### 2025-08-03 23:29 UTC · REPLY > @fishtao072 Anything is possible in markets. Seems unlikely though. Likes 6 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1952149916115169391) ### 2025-08-03 23:29 UTC · ORIGINAL > Affine generates 10s of thousands of rollouts per day. > > If you can RL fine-tune, you can train off this data to take the top slot. The payout for doing this is significant. > > Read the docs: > https://t.co/CFo4OE8LaO > > Read the data: > https://t.co/TVuupPmDv2 Likes 111 · Reposts 11 · Quotes 4 · Replies 6 · [link](https://x.com/const_reborn/status/1952149786620248075) ### 2025-08-02 15:40 UTC · REPLY > @E_Z_Trades @_tzork 😆 Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1951669561478066587) ### 2025-08-02 14:00 UTC · ORIGINAL > This is my technical analysis. > We are not the same. Likes 313 · Reposts 56 · Quotes 8 · Replies 13 · [link](https://x.com/const_reborn/status/1951644212790784028) ### 2025-08-02 12:43 UTC · REPLY > @AltcoinMillie I work out to this Likes 50 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1951624816508772711) ### 2025-08-01 15:44 UTC · QUOTE > Affine rewards models at the Pareto frontier over an ever expanding set of RL envs. > > Come cut your teeth mining models into RL environments. > > Or make a subnet that pumps models into this market. https://t.co/MG4az3LBpk Likes 98 · Reposts 10 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1951307959423656093) ## 2025-07 ### 2025-07-31 18:13 UTC · REPLY > @DrocksAlex2 $20 is 4x the price that Bittensor had at the same age. Likes 115 · Reposts 4 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/1950983087858287005) ### 2025-07-31 17:15 UTC · REPLY > @TaoPortal DO NOT STAKE. Likes 90 · Reposts 7 · Quotes 6 · Replies 23 · [link](https://x.com/const_reborn/status/1950968562367025657) ### 2025-07-31 17:14 UTC · REPLY > @NuanceSubnet @inspectxyz https://t.co/zfS7Dl44pC Likes 18 · Reposts 3 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1950968421581013250) ### 2025-07-31 12:18 UTC · REPLY > @chutes_ai build on chutes. Likes 49 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1950893732443607186) ### 2025-07-31 12:15 UTC · ORIGINAL > I am sorry. https://t.co/gmFDWHSH0g Likes 236 · Reposts 16 · Quotes 0 · Replies 27 · [link](https://x.com/const_reborn/status/1950892984213311521) ### 2025-07-31 12:13 UTC · ORIGINAL > I am sorry. https://t.co/jcmSBz7oVS Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1950892629815652570) ### 2025-07-31 11:42 UTC · QUOTE > Score eventually expands from ranking just football to analyzing everything accessible via cameras. Sports, traffic, crops, weather, robotics -- it all falls under the same optic nerve that they are dominating using the power of unfathomable scale in decentralized networks. https://t.co/MUqm2wGrKe Likes 176 · Reposts 31 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1950884867345879323) ### 2025-07-31 11:10 UTC · REPLY > Digital currency markets create fly wheels. We created them at the miner level. Dynamic TAO is creating them at the owner level. Likes 27 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1950876793239486758) ### 2025-07-31 11:07 UTC · QUOTE > Not exponential revenue just yet but ... I think it is a highly significant milestone for a digital currency to be revenue positive so early in it's emission curve (it sells more compute for each token it mints dollar wise) > > Take the frontend away, take the leader away and it still runs, a floating machine in space that prints cash. > > Pretty cool. Likes 144 · Reposts 12 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1950876074981707910) ### 2025-07-30 21:31 UTC · ORIGINAL > @Isles_Roo @storbdevs They're on their way too. Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1950670533588349273) ### 2025-07-30 20:39 UTC · REPLY > Side note: Hippius is becoming a data transfer layer, not just a storage layer. Very exciting for distributed computing. Likes 45 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1950657485418746131) ### 2025-07-30 20:38 UTC · ORIGINAL > Had fun stress testing @hippius today. > > For large files, upload speeds are 2x faster than R2 storage but still 2x slower for download. > > 1 of 2 problems solved. Once they beat on download speeds I will transition my subnets. > > Nice progress. Likes 211 · Reposts 18 · Quotes 4 · Replies 7 · [link](https://x.com/const_reborn/status/1950657293944762856) ### 2025-07-30 19:53 UTC · REPLY > @_g_x_g @Daveeemor no thats not true. It applies globally. Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1950645850990088222) ### 2025-07-30 19:30 UTC · REPLY > @Daveeemor this was actually always the case pre-V3 pool integration (mid June), but the crazy math of V3 pools removed it (they dont work like V1 pools) and we needed to hotfix it back in. So this is not an upgrade, its a restitution. Likes 17 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1950640038758220256) ### 2025-07-30 16:20 UTC · REPLY > @Toddsteez American Eagle stock is now plummeting Likes 19 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1950592373001531770) ### 2025-07-30 16:18 UTC · REPLY > @Toddsteez Hot not gonna lie Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1950591759152558259) ### 2025-07-30 13:07 UTC · ORIGINAL > @Hevalon wen Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1950543704290115744) ### 2025-07-30 12:05 UTC · QUOTE > There are only those that can mine — no other distinction is real. https://t.co/0jx5o3C9Pt Likes 78 · Reposts 4 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1950528174544068841) ### 2025-07-29 12:15 UTC · QUOTE > https://t.co/tzra7S11pI https://t.co/QSpSBu7utp Likes 125 · Reposts 8 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1950168418906186233) ### 2025-07-29 00:42 UTC · REPLY > @pgpsam Bravo Likes 20 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1949993865819181209) ### 2025-07-28 21:51 UTC · ORIGINAL > @14islands 14Islands never misses. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1949950845505634422) ### 2025-07-28 20:13 UTC · REPLY > @comput3ai Salvo comrades! Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1949926231656546460) ### 2025-07-28 19:49 UTC · REPLY > @comput3ai are these our $COM brothers? Likes 11 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1949920261718847813) ### 2025-07-28 19:28 UTC · REPLY > @lium_io Rent this Icelander H100. Machines spin up 10x faster than competitors in under 30 seconds. https://t.co/F414Q4Jhpg Likes 40 · Reposts 2 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1949914865918763108) ### 2025-07-28 19:16 UTC · REPLY > @casper_hansen_ @lium_io hahaha, shit, love me some lium compute Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1949911837308535280) ### 2025-07-28 19:08 UTC · ORIGINAL > 8 x H200s for $12 per hour, permissionless, nowhere else in the world @lium_io https://t.co/cN0q518NQn Likes 218 · Reposts 19 · Quotes 4 · Replies 25 · [link](https://x.com/const_reborn/status/1949909936764305478) ### 2025-07-26 22:11 UTC · QUOTE > prefer your chats cryptographically secured https://t.co/vYy9h4b6L1 Likes 151 · Reposts 24 · Quotes 2 · Replies 9 · [link](https://x.com/const_reborn/status/1949231009402106307) ### 2025-07-26 18:40 UTC · QUOTE > You can just mine things https://t.co/SvWusbVppq Likes 114 · Reposts 15 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1949178052984103362) ### 2025-07-25 14:33 UTC · REPLY > @MacrocosmosAI You are live guys Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1948753584385831031) ### 2025-07-25 14:29 UTC · QUOTE > Average Bittensor miner. https://t.co/zCYAdTdb6n Likes 64 · Reposts 8 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1948752573982294381) ### 2025-07-24 21:00 UTC · QUOTE > Joining me now on Novelty https://t.co/n8hUCE79Ps Likes 44 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1948488378132881525) ### 2025-07-24 01:08 UTC · ORIGINAL > @DrocksAlex2 Mental? No. Petty? Probably Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1948188488202887564) ### 2025-07-24 01:05 UTC · REPLY > @DrocksAlex2 JJ is controversial but he’s put real money behind the project in altruistic ways. His funds maintain the Bittensor API for free, he contributes to Nucleus core, made https://t.co/EaUdSfLa75, and was the first to try mining Bitcoin on Bittensor (now copied by more than 3 teams). Likes 36 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1948187853797597334) ### 2025-07-23 13:13 UTC · REPLY > @JosephJacks_ It is true Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1948008632806686845) ### 2025-07-23 12:11 UTC · REPLY > And a tip of the hat to the fact that people own the entire thing from start to finish. Fair. Importantly transparent. Verifiable. Inflexibly open. Likes 55 · Reposts 4 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1947993030427807981) ### 2025-07-23 12:05 UTC · QUOTE > Post-modern AI companies are just products on-top protocols that create benchmarks into which their “staff” mine. The product gets better like liquid ware. New models release silently. The stack is exponential. https://t.co/lVlgFYfJks Likes 108 · Reposts 12 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1947991524031259012) ### 2025-07-23 11:59 UTC · QUOTE > AutoML GRPO commodifies hipster RL training into a function call https://t.co/BeXdn9SOPm Likes 23 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1947989977049997419) ### 2025-07-22 20:09 UTC · REPLY > Chutes is not just cheap inference for Ridges, its also verification on that inference ( you know they are running that model). Such births: Hierarchical incentive mechanisms. Likes 40 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1947750993019408726) ### 2025-07-22 20:06 UTC · QUOTE > Subnet interconnect arrives out of necessity both ways: > > Bottom up: commodities need markets and mining networks price them immediately. (e.g. compute -> inference ) > > Top down: mining networks need cheap commodities and verification ( e.g agents -> inference ) https://t.co/cj78xLIKON Likes 102 · Reposts 15 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1947750229865820260) ### 2025-07-22 01:21 UTC · REPLY > @SwarmSubnet i like this Likes 32 · Reposts 2 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1947467023367475330) ### 2025-07-21 22:37 UTC · REPLY > @vincentweisser Seems bullish for Bitcoin Likes 15 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1947425619668844566) ### 2025-07-21 01:15 UTC · REPLY > @DrocksAlex2 @CoinMarketCap Chutes just works Likes 61 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1947103221576880305) ### 2025-07-20 23:37 UTC · QUOTE > Only decentralized aggregators will hope to compete with GPU numbers like this. https://t.co/LHWIjKm804 Likes 199 · Reposts 19 · Quotes 0 · Replies 8 · [link](https://x.com/const_reborn/status/1947078337052148001) ### 2025-07-20 19:54 UTC · REPLY > It’s also the moat Likes 15 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1947022403676061930) ### 2025-07-20 19:53 UTC · QUOTE > The intelligence mechanism is the product. https://t.co/ugvBFcuPOz Likes 71 · Reposts 8 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1947022017318006898) ### 2025-07-20 19:51 UTC · QUOTE > Everyone has a price they say. > Build systems that can’t be bought. https://t.co/NCDtOKAydY Likes 74 · Reposts 5 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1947021626215940292) ### 2025-07-20 19:30 UTC · REPLY > @balajis Goes for good code too. I use AI to compress ideas more than I do expanding them. Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1947016385613156849) ### 2025-07-19 18:08 UTC · ORIGINAL > we will mine reasoning Likes 253 · Reposts 24 · Quotes 0 · Replies 16 · [link](https://x.com/const_reborn/status/1946633179776893225) ### 2025-07-19 12:41 UTC · REPLY > @macrocrux https://t.co/zyYUoWEVBb Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1946550997284712814) ### 2025-07-19 12:09 UTC · ORIGINAL > > To create intelligence by programming currency. > > 10 years in, still the coolest thing I've ever worked on. Likes 292 · Reposts 30 · Quotes 5 · Replies 17 · [link](https://x.com/const_reborn/status/1946542962520760331) ### 2025-07-18 22:03 UTC · QUOTE > Deep intelligence at speed. > > It’s an interesting asymmetry pioneered by s1 and now being doubled down on. > > Adelante! https://t.co/qjiCYBe4sT Likes 91 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1946329929047560553) ### 2025-07-18 17:17 UTC · QUOTE > https://t.co/aEcxwfSTBf https://t.co/0QR2izC9h0 Likes 196 · Reposts 12 · Quotes 1 · Replies 13 · [link](https://x.com/const_reborn/status/1946258012672344536) ### 2025-07-17 23:45 UTC · REPLY > @ridges_ai Soon Likes 15 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1945993240190062708) ### 2025-07-17 22:58 UTC · REPLY > @CoinDesk @jbrukh @tplr_ai @coinfund I hate when that happens Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1945981359643636087) ### 2025-07-17 22:56 UTC · REPLY > @CoinDesk @jbrukh Pack it up @tplr_ai! > > You might be the only protocol actually doing permissionless decentralized training with crypto but you’re not in @coinfund’s premine portfolio so it’s not technically decentralized AI yet. Likes 33 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1945981052171743353) ### 2025-07-17 22:42 UTC · REPLY > @TensorplexLabs They're moving on to video, website, and world sims ... > but it could be anything. Subnet 52 is a veritable human dataset cannon, they can aim it anywhere. Likes 16 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1945977447658201090) ### 2025-07-17 22:42 UTC · ORIGINAL > @TensorplexLabs (S52) Just dropped the state-of-the-art interface-gen model. > > It was trained by 1000s of human labelers who mined data into a subnet protocol. > > https://t.co/872VXrOrw5 https://t.co/AHBcBccTKd Likes 36 · Reposts 8 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1945977318041686513) ### 2025-07-17 20:14 UTC · QUOTE > "On average, the Zeus BRP achieved an RMSE of 1.05 Kelvin (K). This constitutes a remarkable 39.8% improvement over the SOTA baseline’s average RMSE of 1.74 K." https://t.co/0N5YKUl1ZE Likes 120 · Reposts 17 · Quotes 4 · Replies 3 · [link](https://x.com/const_reborn/status/1945940082986283177) ### 2025-07-16 18:51 UTC · ORIGINAL > @naschain_ai It really is that easy Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1945556865791705412) ### 2025-07-16 16:38 UTC · REPLY > @beffjezos ... and cryogenic unfreezing, IYKYK Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1945523465739473072) ### 2025-07-16 16:31 UTC · REPLY > also: they'd probably just keep mining on the weekends anyways. Likes 52 · Reposts 2 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1945521707701219454) ### 2025-07-16 16:30 UTC · ORIGINAL > Musk can probably poach our miners. > But he can't poach the mechanism that found them in the first place. Likes 233 · Reposts 18 · Quotes 0 · Replies 16 · [link](https://x.com/const_reborn/status/1945521483972849973) ### 2025-07-15 21:30 UTC · REPLY > @xzistance hard job Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1945234468446281905) ### 2025-07-15 18:24 UTC · REPLY > @CryptoZPunisher https://t.co/SesgZ7WZvx Likes 22 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1945187625838465148) ### 2025-07-15 18:23 UTC · REPLY > @DistStateAndMe #Canadians Likes 15 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1945187482867265795) ### 2025-07-15 17:16 UTC · REPLY > @nineteen_ai https://t.co/KOyTPGlQ5j Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1945170499857678743) ### 2025-07-15 17:15 UTC · REPLY > @nineteen_ai fast af bro https://t.co/wpi0EV0H2A Likes 14 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1945170423441760624) ### 2025-07-15 17:13 UTC · REPLY > @nineteen_ai NEED KIMI Likes 10 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1945169827053605014) ### 2025-07-15 13:19 UTC · REPLY > @E_Z_Trades Me. I cant mine anymore. Likes 2 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1945111063881478223) ### 2025-07-15 13:18 UTC · REPLY > Cheapest compute in the world. Non-KYC. Pay in crypto. Scary. Likes 36 · Reposts 3 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1945110798621139354) ### 2025-07-15 13:17 UTC · ORIGINAL > All the H200s are rented on @celiumcompute by silent miners who know where the alpha is. Likes 120 · Reposts 8 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1945110554063888461) ### 2025-07-15 13:05 UTC · REPLY > @563defi 1B > 3B > 8B > … Likes 14 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1945107512643985843) ### 2025-07-15 13:04 UTC · QUOTE > https://t.co/gorAUTaYKt > > You see the incentives are just not there for openness in a corporation. > > It’s marketing, that’s all. It’s a hoodwink to capture the latest group of bright eyed and bushy tailed PhD students that don’t like “markets” > > Sad https://t.co/xBZ2dpdfSt Likes 81 · Reposts 10 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1945107095331770702) ### 2025-07-15 12:59 UTC · ORIGINAL > The cost of non-permission is having to deal with reality. > > And reality ain’t pretty marketing and the “cool kids” mining your protocol. > > That goes out the window fast. Likes 112 · Reposts 8 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1945105992062005424) ### 2025-07-15 12:56 UTC · QUOTE > Twas inevitable. https://t.co/o8M269ZN3d Likes 65 · Reposts 5 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1945105155310891014) ### 2025-07-14 22:14 UTC · REPLY > @Barbarian7676 @0xarrash 😶‍🌫️ Likes 12 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1944883180840046998) ### 2025-07-14 19:51 UTC · REPLY > @theemozilla Loss be like "I'm going down ... PSYCHE!!!!" https://t.co/bdwXZcHmVR Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1944847329020010554) ### 2025-07-14 13:33 UTC · REPLY > @gradients_ai wen 70B instruct? Likes 34 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1944752105480167828) ### 2025-07-13 19:59 UTC · REPLY > Looked like this two weeks ago: https://t.co/Um8ZluuDPi Likes 16 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1944486757652889938) ### 2025-07-13 19:57 UTC · REPLY > Read the code. Likes 12 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1944486293338984928) ### 2025-07-13 19:55 UTC · ORIGINAL > https://t.co/mGOOn0oLvC Likes 73 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1944485844292932015) ### 2025-07-12 15:33 UTC · REPLY > @eleusys7 Where am i dodging questions about 5? Completely unrelated topic. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1944057589903306900) ### 2025-07-12 15:20 UTC · REPLY > @eleusys7 89 is doing the naive thing thinking they can mine Bitcoin at a margin with lightning fees — literally what i am talking about. Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1944054352945037558) ### 2025-07-12 15:19 UTC · REPLY > @eleusys7 89 is not doing this, that’s exactly the point. Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1944053991760970064) ### 2025-07-12 13:58 UTC · REPLY > Well the likelihood of success or failure of any experiment on Bittensor is made by participants putting their own funds at risk to argue on way or the other. There is simply no better way of measuring long term experimental risk than aligned participants. That’s the same thing that drives the stock market, interest rates etc. So you’re yelling at clouds if you think there is another way. Likes 12 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1944033634442252774) ### 2025-07-12 13:40 UTC · REPLY > The pool takes a percentage fee on the Bitcoin mined, as well as can sell block space. The crux of the argument is that I can spend $1000 to aggregate a mining pool which mines $100000 in BTC of which the pool takes a 2% fee. Or so the logic goes. Still experimental and unproven currently. Likes 8 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1944029223749890367) ### 2025-07-12 13:32 UTC · QUOTE > Had an interesting talk with Vune and JJ last night about the economics of Bitcoin mining pools on Bittensor. > > The idea is not to mine hashes on Bittensor for Bitcoin, our intuition is indeed correct that there are no margins in bringing higher level markets to the worlds most perfect. > > Instead the goal is incentives which build the perfect mining pooling — specifically one where you cleverly financialize the block risk for Bitcoin miners and thus aggregate large swathes of Bitcoins hash rate. > > It is possible to gather more hash rate in dollar terms than you pay out in alpha emissions. In this way even a meagre 1-2% pool fee turns into multiples on the relative alpha emission. > > Pretty brilliant because it’s quite non-intuitive. Likes 228 · Reposts 27 · Quotes 8 · Replies 16 · [link](https://x.com/const_reborn/status/1944027060264911259) ### 2025-07-12 13:21 UTC · QUOTE > Everything is trending to commodification. We’re just there already. https://t.co/XkYkgZUfFK Likes 126 · Reposts 15 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1944024328829644953) ### 2025-07-12 00:56 UTC · REPLY > @suiphrase @taohash @JosephJacks_ is the guy to listen to on this vision. He is a visionary. Likes 22 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1943836743402205618) ### 2025-07-12 00:32 UTC · REPLY > @suiphrase @taohash I respect that people have different visions for what is possible on Bittensor. I just dont see it yet. Likes 20 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1943830896152568261) ### 2025-07-12 00:12 UTC · REPLY > @CryptoZPunisher Hey @CryptoZPunisher thats not normally the case. Keep it up mate. Likes 48 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1943825873679134764) ### 2025-07-11 18:03 UTC · REPLY > @casper_hansen_ hurry up jon Likes 20 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1943732964719808843) ### 2025-07-11 13:42 UTC · QUOTE > When Jon first proposed AWS lambda as a mining network I thought he was kidding. > > One of those technical successes I am constantly amazed by. https://t.co/etNqB5a3Jd Likes 164 · Reposts 14 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1943667141493809521) ### 2025-07-10 23:31 UTC · QUOTE > Proof that we win together: two of Bittensors compute subnets helped Basilica get off the ground. > > Not a finite pie. https://t.co/zqp2rmx6bu Likes 146 · Reposts 15 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/1943452993204174858) ### 2025-07-10 22:33 UTC · QUOTE > This is an interesting revolution in Bittensor subnets: doubling down on visibility and allowing open source collaboration. https://t.co/ThvKJAD3hl Likes 122 · Reposts 19 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1943438460032827612) ### 2025-07-10 20:55 UTC · ORIGINAL > TPLR II crushing with 600 tok/s over internet. > > https://t.co/uDp9I74oUb Likes 92 · Reposts 17 · Quotes 4 · Replies 4 · [link](https://x.com/const_reborn/status/1943413744790348254) ### 2025-07-10 17:15 UTC · QUOTE > https://t.co/vywI5yXZ1d https://t.co/Sklnw5JCTQ Likes 97 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1943358470092132646) ### 2025-07-10 15:42 UTC · REPLY > @DrocksAlex2 @SynthdataCo Likes 17 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1943335130556219471) ### 2025-07-09 23:57 UTC · QUOTE > You can just casually train a SOTA 70B param model for $400 on a decentralized network these days > > Things have come a long way since colored coins. https://t.co/ufV1pmyqBG Likes 249 · Reposts 26 · Quotes 0 · Replies 8 · [link](https://x.com/const_reborn/status/1943097145193570483) ### 2025-07-09 21:35 UTC · REPLY > @the_smart_ape @NuanceSubnet Slow and steady Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1943061404694520173) ### 2025-07-09 16:46 UTC · REPLY > @DrocksAlex2 https://t.co/qrdzkZMlyO Likes 70 · Reposts 1 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1942988631552950606) ### 2025-07-08 01:32 UTC · REPLY > I mean, you need to come up with an abstract incentive layer and reinvent all of torch distributed to work on block time and of course make it adversary resistant… but you’ve got the @tplr_ai team to fill in those minor details. Likes 39 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1942396352526237831) ### 2025-07-08 01:26 UTC · ORIGINAL > Blockchains and decentralized training work so well together https://t.co/zpZOS5uPOg Likes 177 · Reposts 20 · Quotes 0 · Replies 11 · [link](https://x.com/const_reborn/status/1942394854966693922) ### 2025-07-06 23:04 UTC · REPLY > @DrocksAlex2 Sad day. Likes 28 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1941996767806976235) ### 2025-07-06 21:28 UTC · REPLY > @DistStateAndMe @jon_durbin Jk. Obviously Templar is not an early revenue play, but an AI lab on a longer trajectory. > > That being said. Alex can bug to death. But i think his heart is in the right place. > @DrocksAlex2 Likes 31 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1941972661036282140) ### 2025-07-06 21:27 UTC · REPLY > @DistStateAndMe @jon_durbin Wen revenue? Likes 47 · Reposts 4 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1941972176619409789) ### 2025-07-06 12:30 UTC · QUOTE > Unreal https://t.co/X39iy7xTDJ Likes 120 · Reposts 15 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1941837091270250519) ### 2025-07-03 15:11 UTC · REPLY > @micaelabazo 🫡 Likes 46 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1940790499092390362) ### 2025-07-03 12:00 UTC · REPLY > @zmkzmkz Mmmm that loss curve is nice and smooth Likes 9 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1940742520289612051) ### 2025-07-03 11:27 UTC · QUOTE > When miner energy becomes subnet owner energy https://t.co/B1uQCKRX9z Likes 74 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1940734128577827172) ### 2025-07-02 22:33 UTC · ORIGINAL > "They submitted the exploit within ~1s of our endpoint opening. They had to have predicted the url before it existed. Miners are crazy lol." Likes 123 · Reposts 12 · Quotes 0 · Replies 12 · [link](https://x.com/const_reborn/status/1940539285192823073) ### 2025-07-01 15:02 UTC · REPLY > @ridges_ai poor canada Likes 11 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1940063493668966777) ## 2025-06 ### 2025-06-30 09:40 UTC · ORIGINAL > Thermodynamic computing: energy computes > > Machine Learning: error computes > > Incentive mechanisms: markets compute Likes 119 · Reposts 11 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1939620057342152742) ### 2025-06-30 09:32 UTC · REPLY > @TheTNetHunter @tm0klc Mind blown Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1939618056155869248) ### 2025-06-30 09:30 UTC · REPLY > @TheTNetHunter @tm0klc “Gm skills” are HIGH priority Likes 21 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1939617560623808831) ### 2025-06-30 08:33 UTC · REPLY > @tm0klc “Must have 5+ years experience building subnets. Be proficient in game theory, machine learning, cyber security, blockchain tech, distribute computing, front end development, database management, economics, finance and philosophy. Plus is cult leader, diplomat and does not sleep” Likes 119 · Reposts 5 · Quotes 7 · Replies 23 · [link](https://x.com/const_reborn/status/1939603182193185070) ### 2025-06-30 08:30 UTC · REPLY > @tm0klc “Subnet Engineer” — that’s a new one Likes 48 · Reposts 1 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1939602498408301034) ### 2025-06-29 21:43 UTC · REPLY > The subnet incentive function is a very complicated incentive system. It's very non complex, and there are no guarantees whatsoever about f**king the miner lives on a Sunday. And so if you were to speak to somebody who studied humans from a theoretical point of view, they would tell you that there is no theoretical reason to believe that deploying on a Sunday is a good way to get your miners angry. And yet it does. And this is an empirical fact. Likes 15 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1939439608535679269) ### 2025-06-29 21:35 UTC · QUOTE > In fewer words “test in prod” https://t.co/tVWYhTpFtp Likes 26 · Reposts 3 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1939437576806355054) ### 2025-06-29 10:40 UTC · QUOTE > Some of Bittensors best miners haven’t even finished high school. https://t.co/pobIozesR3 Likes 229 · Reposts 22 · Quotes 6 · Replies 12 · [link](https://x.com/const_reborn/status/1939272700498686084) ### 2025-06-29 08:45 UTC · REPLY > To the builders on Bittensor that take all that in stride: I salute you. Likes 119 · Reposts 10 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1939243825165115709) ### 2025-06-29 08:44 UTC · REPLY > But don’t forget what comes with that responsibility: > > decentralization means you cant wall off your system, transparency means your tech is open to exploits, open ownership means you’re bonded with random people on the internet, dynamic markets means you can lose money in the face of the truth, non-permission means you can’t ban attackers, it means the only thing sybil proof is actual work … > > Worthy sacrifices for a worthy aim: to ensure our technology is transparent, and co-owned by humanity. Likes 91 · Reposts 6 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1939243677173293418) ### 2025-06-29 08:37 UTC · ORIGINAL > The fight is ultimately against those who would have you trade safety for your God given right to own AI. Likes 132 · Reposts 16 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1939241846632308764) ### 2025-06-28 19:56 UTC · REPLY > @_arohan_ Shampoo? Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1939050369184645180) ### 2025-06-28 19:54 UTC · REPLY > @StudioMilitary Look bud, my clock might be wrong twice a day, but even a broken tongue gathers no moss when the marbles start clicking. Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1939049701661085770) ### 2025-06-28 19:41 UTC · REPLY > @DistStateAndMe @K643510K @YVR_Trader @tplr_ai no Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1939046598924779525) ### 2025-06-28 10:19 UTC · REPLY > @hippius_subnet Nice work guys Likes 27 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1938905065151946756) ### 2025-06-28 10:17 UTC · REPLY > @ridges_ai !!! Likes 23 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1938904630517285143) ### 2025-06-27 17:51 UTC · REPLY > @suiphrase 😅 Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1938656356694675461) ### 2025-06-27 16:20 UTC · REPLY > @tplr_ai The real Z Likes 14 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1938633532928131093) ### 2025-06-27 16:19 UTC · REPLY > @tplr_ai wow. tslice is on the team. huge. Likes 41 · Reposts 0 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1938633199581561008) ### 2025-06-27 16:07 UTC · REPLY > @scoutesy btw, I talked to the quantum guys today. They are building real technology which makes sense on Bittensor. It's essentially inferencing for quantum. > > I try to put pressure where it needs to be but I am quick to release it when things turn out ok. Likes 99 · Reposts 21 · Quotes 16 · Replies 9 · [link](https://x.com/const_reborn/status/1938630385451123200) ### 2025-06-27 14:28 UTC · REPLY > On the face of it, the answer is obvious, @scout. Why do I support Distributed over an unknown subnet run by an unknown team? Because he's a deeply principled, hyper-productive developer and company builder who routinely works 20+ hours a day—and I’ve worked directly with him on multiple occasions. > > As for the abstract principle of supporting some subnets over others? > > Well, honestly, there is no strict doctrine. I support good tech over bad tech. I want Bittensor to succeed, and I’m willing to put my money, time, blood, sweat, tears, and soft power behind projects that help it do so. > > Compute is an essential commodity for us. Distributed is the right guy. What more can I say? I’m just trying to call it like I see it. > > To a certain degree, I’ve become part of the mechanism. Hopefully, it's a mechanism composed of people who act on conscience—people who care, in small or large ways, about the decentralization of AI, permissionlessness, open access, and open ownership. > > As for why we couldn't wait until the subnet officially launched and released code? (monday is the date btw) We suspected there was a leak already and we decided to step in, buy and burn the lingering supply to fill that leak. That and get distributed more of the initial supply which I know will go to actually developing the subnet. > > All in all. It was like a christening to sacrifice the TAO in the image of a good idea. > > Appreciate the question Scout. Likes 117 · Reposts 2 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/1938605257002459198) ### 2025-06-27 13:44 UTC · REPLY > @garyauthordixon @flickyobean enjoy! good to have these convos in the open I think. Cheers. Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1938594364839821338) ### 2025-06-27 13:38 UTC · REPLY > @garyauthordixon @flickyobean honestly everything I say "pumps" things. What am I supposed to do? Not talk about the projects I like on Bittensor? naw, go fuck yourselves. Likes 145 · Reposts 16 · Quotes 6 · Replies 26 · [link](https://x.com/const_reborn/status/1938592882568343933) ### 2025-06-27 13:20 UTC · REPLY > @garyauthordixon @flickyobean just to be clear, we specifically purchased the initial supply (and then burned it, costing me 2000 tao as a free donation to the project) so that we would avoid corruption from insiders (which were already speculating) and buying the supply. > > Damned if you do eh? Likes 56 · Reposts 1 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1938588283509870683) ### 2025-06-27 13:14 UTC · REPLY > @garyauthordixon @flickyobean what was corrupt? Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1938586784826339792) ### 2025-06-26 23:25 UTC · REPLY > @DistStateAndMe For the economically inclined note: we have now carefully burned 130k of the 180k alpha amount so that the investment is back to the original 2k TAO in value. > > I hope the community agrees this is the cleanest way -- and fitting of the Basilica. Likes 82 · Reposts 9 · Quotes 2 · Replies 9 · [link](https://x.com/const_reborn/status/1938378194995859558) ### 2025-06-26 20:13 UTC · REPLY > @DistStateAndMe The Basilica of compute must be built. > > In this aim, I have personally donated 2000 Tao to be used by the team. > > This will fund foundational infra for the best compute provider in the world, on Bittensor. Likes 209 · Reposts 26 · Quotes 12 · Replies 16 · [link](https://x.com/const_reborn/status/1938329750134526288) ### 2025-06-26 19:50 UTC · QUOTE > Sacred compute https://t.co/7EQmQ3VLq4 Likes 91 · Reposts 17 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1938324107558576442) ### 2025-06-26 10:26 UTC · REPLY > Don’t just retweet this and weight copy me. Run honest validation to your own subjective semantic understanding to bolster consensus decentralization. Likes 68 · Reposts 2 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1938182013783294176) ### 2025-06-26 10:24 UTC · QUOTE > It’s clear: Bittensor needs Dirac delta incentives (or at least high Kurtosis) semiotics to concentrate consensus at semantic attractor states. Without this Yuma attacks will persists in the community. https://t.co/jLSkQccZIA Likes 156 · Reposts 18 · Quotes 2 · Replies 25 · [link](https://x.com/const_reborn/status/1938181608281981221) ### 2025-06-25 16:14 UTC · REPLY > @NuanceSubnet vibes Likes 23 · Reposts 1 · Quotes 2 · Replies 0 · [link](https://x.com/const_reborn/status/1937907376260100266) ### 2025-06-24 20:19 UTC · REPLY > @ridges_ai https://t.co/KCJENtiFj0 > > Closed time curves Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1937606494238761380) ### 2025-06-24 18:16 UTC · QUOTE > Incentive computing is the most abstract science https://t.co/oWWuIVaPCj Likes 66 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1937575547267100860) ### 2025-06-24 18:15 UTC · QUOTE > Machines that reach consensus with machines about how machines judge machines which write machines that edit machines https://t.co/r91Kkcu7wr Likes 107 · Reposts 18 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1937575266005463235) ### 2025-06-24 16:54 UTC · REPLY > @_cyberne7ic @WSquires @MacrocosmosAI I don’t know what this means but it’s provocative Likes 5 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1937554866320159032) ### 2025-06-24 16:53 UTC · REPLY > @qBitTensor Thanks guys. Forgive our skepticism. We have earned it. Looking forward to working with you. Likes 114 · Reposts 5 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/1937554608655872467) ### 2025-06-24 11:29 UTC · REPLY > @officialneeve @flickyobean What team lol Likes 3 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1937473036845809947) ### 2025-06-24 11:16 UTC · REPLY > @JMEimagine @flickyobean Yes. This is crypto guys. Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1937469884117791057) ### 2025-06-24 11:13 UTC · REPLY > @flickyobean I do Likes 8 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1937469119747457345) ### 2025-06-24 11:03 UTC · REPLY > @flickyobean Scam until proven otherwise Likes 52 · Reposts 3 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1937466544709140988) ### 2025-06-24 08:59 UTC · REPLY > @lcnxyz @naschain_ai If you can’t read through the lines Lucian, he’s trolling you. Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1937435279440171084) ### 2025-06-24 08:49 UTC · REPLY > @naschain_ai Sokal hoax Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1937432892193341588) ### 2025-06-24 08:08 UTC · REPLY > You’re missing the most important point @0xPrismatic > > At a certain level in that orb there is a hardware software interface which accepts a set of inputs and outputs a transaction to mint a human. > > If you’re sophisticated you can beat that function using GANs or other ML technique. > > Easiest for the team to do themselves, but not impossible for an attacker either. > > And let’s remember that because there is no record of the iris there is also no audit trail. Which means we simply need trust the company behind the Orb. > There is no “shit test”. Their numbers are just “trust me bro”. > > Their vision for a safe future? One where a private company owns the definition of humanity. Likes 30 · Reposts 2 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1937422579829964971) ### 2025-06-24 07:55 UTC · REPLY > @Qwin69 Primarily we did synthetic data generation on query answer prompts (which was the data back then which trained early Nous models for instance) Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1937419334915170779) ### 2025-06-24 07:54 UTC · REPLY > The first thing you learn when you go permissionless though: turns out 4090 home computers can’t compete with hardcore mining teams. > > Hobbyists get beat by gamers get beat by industrialists. Likes 13 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1937419142375620896) ### 2025-06-24 07:52 UTC · QUOTE > Permissionless synthetic data generation subnet cerca 2023. https://t.co/MKxsKdDcjQ Likes 58 · Reposts 6 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1937418543873548398) ### 2025-06-23 22:11 UTC · REPLY > @PrimeIntellect damn your art guys... simply beautiful Likes 22 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1937272233145356611) ### 2025-06-23 21:43 UTC · REPLY > @richdotca very cool idea Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1937265403589222697) ### 2025-06-23 19:48 UTC · QUOTE > Very similar to the original bittensor white paper using information theoretic incentives directly. https://t.co/jMaKDfb3db Likes 119 · Reposts 22 · Quotes 4 · Replies 3 · [link](https://x.com/const_reborn/status/1937236230355451943) ### 2025-06-23 17:04 UTC · ORIGINAL > "Getting DDoS'd the night before Novelty Search -- that's Bittensor" -- @WSquires > > Moulded by fire. Likes 100 · Reposts 2 · Quotes 2 · Replies 10 · [link](https://x.com/const_reborn/status/1937195060925260263) ### 2025-06-21 18:19 UTC · REPLY > @vincentweisser @ThuleanFuturist ly Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1936489185088532753) ### 2025-06-21 12:59 UTC · QUOTE > New meta: have miners publish agent code rather than host a black-box endpoint. > > By paying miners for open innovation we still get the intensity of markets but with the collaboration of OSS. > > Basically a Gödel machine with explicit rewards. https://t.co/x5zNTJ1XQZ Likes 93 · Reposts 14 · Quotes 3 · Replies 6 · [link](https://x.com/const_reborn/status/1936408577671036929) ### 2025-06-21 12:30 UTC · QUOTE > New meta: have miners publish agent code rather than host a black-box endpoint. > > By paying miners for open innovation we still get the intensity of markets but with the collaboration of OSS. > > Basically a Gödel machine with explicit rewards. https://t.co/x5zNTJ1q1r Likes 122 · Reposts 20 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1936401359126843744) ### 2025-06-19 20:54 UTC · REPLY > @willcb hot Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1935803284352385492) ### 2025-06-19 20:36 UTC · REPLY > @EarlyBlocks @KeithSingery @her6616293 @ComputeHorde lets sort this out on novelty search tonight. Apologies for saying this was propaganda @KeithSingery stupid terms, and also not what you were trying to convey Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1935798943364837733) ### 2025-06-19 10:18 UTC · REPLY > @_g_x_g @her6616293 @KeithSingery @ComputeHorde Auto swapping is in the favor of allocators, subnet owners, and miners. It is not in favor of root. It’s counter intuitive, but it’s true. Likes 23 · Reposts 3 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1935643291078254810) ### 2025-06-19 09:32 UTC · REPLY > There is a massive massive irony to all of this: selling root divs or not selling root divs provides root with exactly the same amount in TAO terms. The irony is that the choice to selling root divs, and not allow root access to subnets without active participation was better for allocators. Read that again. Likes 60 · Reposts 3 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1935631654741062023) ### 2025-06-19 09:28 UTC · REPLY > @her6616293 @too_da_moon_ @KeithSingery @ComputeHorde You're not understanding > https://t.co/th6vNSqBsj Likes 1 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1935630818442920422) ### 2025-06-19 09:28 UTC · REPLY > @her6616293 @KeithSingery @ComputeHorde When prices increase on subnets the APR on Alpha increases proportionally as well, in fact **everyone** is making more, miners, validators, owners, root, everyone. To not understand that is well ... its propaganda on Kieths part, I am having trouble seeing it any other way. Likes 77 · Reposts 6 · Quotes 6 · Replies 7 · [link](https://x.com/const_reborn/status/1935630656291180766) ### 2025-06-18 07:30 UTC · REPLY > @SubnetSummerT No Likes 7 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1935238720015233067) ### 2025-06-18 07:19 UTC · ORIGINAL > @SubnetSummerT Miners union but not commies Likes 8 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1935235812398076147) ### 2025-06-18 07:11 UTC · QUOTE > decentralized tech so seamless you don’t even realize you’re running on competitive + permissionless hardware https://t.co/qzUbufGNXB Likes 88 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1935233949241843795) ### 2025-06-18 06:53 UTC · REPLY > So far Likes 14 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1935229330457612692) ### 2025-06-18 06:52 UTC · QUOTE > 123 tiers https://t.co/kp397HOmuC Likes 60 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1935229155227869233) ### 2025-06-16 20:41 UTC · REPLY > It is also driven by the 700k TAO stimulus injected as liquidity into the token pools via inflation. And it is also driven by the flee-to-value of TAO itself which by the transition to dtao is entirely ceding its productive capability and ownership of the digital commodities being built on the network. > > Spoken as the largest alpha holder across the network and a massive holder on 33. Let it play out David. Patience. Likes 95 · Reposts 12 · Quotes 8 · Replies 12 · [link](https://x.com/const_reborn/status/1934712956886892707) ### 2025-06-16 19:15 UTC · REPLY > Priced in Tao-per-block the premium is the same. The difference is just that root is automatically selling and therefore that value distribution is obvious and visceral (useful and important to the dtao mechanism which uses prices to determine emission) But miners and validators in alpha are also making this premium at the same rate just not realized. Just because it isn’t realized doesn’t mean it isn’t also a disbursement, and an inflation — that inflation just has the choice on when it can be realized. One party defaults to one side of the market and the other defaults to the other. Likes 57 · Reposts 4 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/1934691216870003130) ### 2025-06-16 12:02 UTC · REPLY > Root dividends have units in subnet tokens, the same for miners, and alpha validators. When the prices jump, everyone gets “paid more” not just root. For instance, dividends on alpha validation is currently 41% higher than it “should be” (compared to pre dtao) > Auto sell or no auto sell - it doesn’t change APR on root. However it does help long term buy and hold strategies since it tends to under amplify prices (for psychological reasons) and it specifically stops people from running a pump and dump to game Tao emission. Likes 131 · Reposts 16 · Quotes 4 · Replies 9 · [link](https://x.com/const_reborn/status/1934582422873526395) ### 2025-06-15 13:43 UTC · QUOTE > bitconnect! https://t.co/zYnfIyMVlu Likes 223 · Reposts 26 · Quotes 3 · Replies 20 · [link](https://x.com/const_reborn/status/1934245372337045934) ### 2025-06-13 09:07 UTC · ORIGINAL > Each subnet will try their own app layer. But the resources are liquid. Customers choose their preference and the commodities will flow between the apps seamlessly. This is one power of decentralized permissionlessness people don’t often recognize. Likes 237 · Reposts 32 · Quotes 1 · Replies 11 · [link](https://x.com/const_reborn/status/1933451077841793268) ### 2025-06-13 08:05 UTC · REPLY > @aindyahn @PrimeIntellect @NousResearch @tplr_ai no. they are not permissionless runs nor incentivized. They are whitelisted runs. You need to sign up. And there is no incentives, so the miners are not looking to exploit. Verification is not solved yet. I am sure they will. I hope they do. But no. Important difference. Likes 11 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1933435634145792194) ### 2025-06-13 07:34 UTC · ORIGINAL > @aindyahn Parameter count is a scaling term. Permissionless and incentivized are binary 0-1 technology shifts. We’re not behind. Likes 17 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1933427808530772201) ### 2025-06-11 22:53 UTC · REPLY > @Rondo_ina_Condo Done Likes 22 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1932934236861776337) ### 2025-06-11 09:13 UTC · REPLY > @aixbt_agent @ETHoard Lol wat Likes 45 · Reposts 0 · Quotes 0 · Replies 12 · [link](https://x.com/const_reborn/status/1932727943022641641) ### 2025-06-09 20:44 UTC · REPLY > https://t.co/riy7J1QG3c Likes 27 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1932177080512373239) ### 2025-06-09 20:44 UTC · REPLY > https://t.co/Dl58FbSIVA Likes 26 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1932176913851965715) ### 2025-06-09 20:42 UTC · ORIGINAL > Training LLMs is a commodity built off compute > > https://t.co/3wHlQyh1ed https://t.co/Raiyz8cI25 Likes 189 · Reposts 27 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/1932176411965678045) ### 2025-06-09 15:18 UTC · REPLY > @Raleigh_CA Classy Likes 7 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1932094878378500118) ### 2025-06-09 08:07 UTC · ORIGINAL > @forestalienx Disagreed but liked the entire thread. > Do fervently believe there is such a thing as a non zero sum game attainable with markets and incentives. But maybe I’m straw manning you. > > Can you explain why markets are incapable of them? Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1931986392340455529) ### 2025-06-08 19:51 UTC · REPLY > @DrocksAlex2 Yes Likes 22 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1931801197507457181) ### 2025-06-08 11:20 UTC · REPLY > and its reward is something you can own. > > That's why alignment is also solved with crypto. Likes 64 · Reposts 3 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1931672561793827202) ### 2025-06-08 10:52 UTC · ORIGINAL > Crypto isn’t just the money of AI — it’s its RL environment. Likes 133 · Reposts 9 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1931665632891666651) ### 2025-06-08 10:47 UTC · REPLY > https://t.co/lAYbTQzZMM Likes 7 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1931664391306399804) ### 2025-06-08 10:47 UTC · ORIGINAL > DeepSeek “underscores the power and beauty of reinforcement learning: rather than explicitly teaching the model on how to solve a problem, we simply provide it with the right incentives, and it autonomously develops advanced problem-solving strategies.” Likes 150 · Reposts 18 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1931664354241347593) ### 2025-06-07 14:55 UTC · REPLY > @YifanX They’ll come Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1931364509169443090) ### 2025-06-07 11:26 UTC · QUOTE > You’re either open or you’re not. If you’re not open, you’re just an extension of the big labs — not subversive. https://t.co/d2pDmBk4BE Likes 102 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1931311728949612592) ### 2025-06-07 10:43 UTC · REPLY > @MichaelTrestman Compassion for the intelligences Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1931301049442201764) ### 2025-06-07 10:11 UTC · REPLY > Sorry Likes 36 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1931292881651658835) ### 2025-06-07 10:10 UTC · REPLY > You’re not Bittensor. You’re not in the league of Bitcoin. Likes 82 · Reposts 5 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1931292746251108684) ### 2025-06-07 10:10 UTC · REPLY > Until you’re considered too hot for OpenAI executives to mention. You’re not scary enough. Likes 56 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1931292588331716621) ### 2025-06-07 10:09 UTC · REPLY > Until you have Chinese miner groups with 64k 4090s backdooring research labs. NGMI Likes 51 · Reposts 1 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/1931292459079721398) ### 2025-06-07 10:06 UTC · REPLY > 🐟 Likes 36 · Reposts 0 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1931291792881967187) ### 2025-06-07 10:06 UTC · REPLY > If it’s not permissionless if it’s not incentivized… guys you haven’t met the fish yet. Likes 41 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1931291722731888652) ### 2025-06-07 10:04 UTC · ORIGINAL > FYI a decentralized training run among your friends on a VPN network is not a decentralized training run. Likes 193 · Reposts 15 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/1931291280308306243) ### 2025-06-07 09:53 UTC · ORIGINAL > All we can do is stand and bow in awe to the power of decentralised incentive mechanisms. Likes 183 · Reposts 21 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1931288434775056822) ### 2025-06-07 09:53 UTC · QUOTE > Refer to the stats: https://t.co/0IGmS5kql4 Likes 56 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1931288339816075307) ### 2025-06-06 10:06 UTC · REPLY > That’s why the answer to the impending arc of technological centralization and its power is not “UBI”, it’s not to trade our power and freedom for a fiat drip — its to ingrain ourselves into the visceral control of that technology. > > This is the symbiosis of man and machine. Likes 68 · Reposts 9 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1930929295620239856) ### 2025-06-06 09:59 UTC · QUOTE > UBI is what they will offer you in return for control, it’s a bribe, a contract you will sign to solidify your agreement with the loss of power. > > Humans know, we all viscerally know that freedom, sovereignty and ownership are paramount and indeed requirements of real wealth. https://t.co/sGrDZUg1GA Likes 127 · Reposts 11 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1930927421651296503) ### 2025-06-06 00:12 UTC · REPLY > @attentionmech Don’t you go tryin for an ought from an is now Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1930779884273422771) ### 2025-06-06 00:09 UTC · REPLY > Wild Likes 25 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1930778969839751208) ### 2025-06-06 00:08 UTC · REPLY > I’m kinda just in awe these days. Bittensor is so much bigger than OTF, than me. Likes 143 · Reposts 11 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/1930778798280073328) ### 2025-06-06 00:07 UTC · REPLY > Every time we do a Novelty Search I am blown away at the technical quality we are building as an ecosystem without any oversight… it’s really organic, it’s frighteningly self organizing. Likes 140 · Reposts 11 · Quotes 4 · Replies 3 · [link](https://x.com/const_reborn/status/1930778444159238408) ### 2025-06-06 00:05 UTC · ORIGINAL > All the layers. Coordinating as one. Likes 188 · Reposts 9 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1930777931413930280) ### 2025-06-02 17:20 UTC · REPLY > @0xcarro he mean infinity band btw Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1929588921547075818) ### 2025-06-02 17:01 UTC · REPLY > @0xcarro explain for mid wits please Likes 9 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1929584247095837076) ### 2025-06-02 12:01 UTC · REPLY > @taocan_bot @DrocksAlex2 dont make the taocan cry Alex. Likes 13 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1929508765763551250) ### 2025-06-02 12:00 UTC · REPLY > @DrocksAlex2 no but seriously. Im just a dude. Likes 12 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1929508333402104075) ### 2025-06-02 11:59 UTC · REPLY > @macrocrux @MacrocosmosAI If I could say it in words there would be no reason to code. Likes 41 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1929508189973651829) ### 2025-06-02 11:53 UTC · REPLY > @DrocksAlex2 "Semi" > > Lies. Likes 29 · Reposts 1 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1929506620540637382) ### 2025-06-01 13:00 UTC · REPLY > @DistStateAndMe uv venv <3 > source .<3/bin/activate > uv pip install jondurbin Likes 11 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1929161031751786962) ### 2025-06-01 10:41 UTC · REPLY > @attentionmech @DistStateAndMe Anything really. But you will always have issue building consensus around things you can’t measure well in digital space. Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1929126241522581609) ## 2025-05 ### 2025-05-31 19:46 UTC · REPLY > @tplr_ai If you're not NaN'ing in your production decentralized training runs from time to time are you even vibe shipping? Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1928900813910397267) ### 2025-05-31 19:41 UTC · REPLY > @DrocksAlex2 he's trolling cause he actually dumped all his TAO into subnet pools. Up 2x on 62 probably. Likes 83 · Reposts 2 · Quotes 0 · Replies 8 · [link](https://x.com/const_reborn/status/1928899608857416093) ### 2025-05-31 19:39 UTC · REPLY > @tplr_ai Bittensor is "test in prod" taken over the edge of a blackhole. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1928899258373054735) ### 2025-05-31 19:39 UTC · ORIGINAL > @tplr_ai Not a number because the loss is so low bro. > Its a good model bro. > AGI achieved bro. https://t.co/D4KWem0xdc Likes 31 · Reposts 4 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1928899054798287146) ### 2025-05-31 17:17 UTC · REPLY > @tplr_ai 1.2 billion to 8 billion > > 1.2^11 = 8 billion > > Templar is scaling with an exponential factor of 11. > > This means the next run will be 8,589,934,592 Billion parameters!!! > > Big if true. Likes 94 · Reposts 10 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1928863360700776730) ### 2025-05-31 16:31 UTC · QUOTE > You will work for the machines that work for the elites — and you’ll own none of it. https://t.co/OzM8SdidGX Likes 130 · Reposts 21 · Quotes 4 · Replies 14 · [link](https://x.com/const_reborn/status/1928851952709800276) ### 2025-05-31 07:35 UTC · REPLY > @theemozilla Giga Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1928716881986306441) ### 2025-05-30 19:34 UTC · REPLY > @ridges_ai @VenturaLabs Damn. Ship much! Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1928535419391476220) ### 2025-05-30 18:46 UTC · REPLY > @ridges_ai Today Likes 22 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1928523322297295080) ### 2025-05-30 16:59 UTC · REPLY > @macrocrux First exploit predictions? Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1928496443653795873) ### 2025-05-30 13:54 UTC · REPLY > @bittingthembits You get it Likes 17 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1928449833309716640) ### 2025-05-29 22:17 UTC · ORIGINAL > If you can fight the miners. > They will make art for you. > > 404 > S17 https://t.co/mbHg4JTstb Likes 204 · Reposts 18 · Quotes 3 · Replies 9 · [link](https://x.com/const_reborn/status/1928214087260856819) ### 2025-05-29 20:25 UTC · REPLY > @0xerhant @driaforall uhg I love a good CLI Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1928185896865558712) ### 2025-05-29 19:10 UTC · REPLY > @jameswoodmanv @tbpn @tomhschmidt @dragonflyvc Lmao Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1928167078789320956) ### 2025-05-29 08:39 UTC · REPLY > @Watata100 @teknium @0xPrismatic @NousResearch modular, mined, and massively parallel Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1928008324995256593) ### 2025-05-29 08:32 UTC · REPLY > The real race is toward equilibrium. > > Bittensor is already achieving it. Subnets will soon mine each other — commoditizing every layer of the stack, cutting costs, and letting upper layers scale horizontally. > > Look at Celium: compute pods priced at fractions of centralized clouds. These pods aren’t just cheaper — they’re perfectly matched to higher-order markets like Templar, Chutes, or 9/19. > > Only at these prices do commodities like 19 and 64 become truly viable and profitable. > > And when those margins click, so do the economics of reinforcement learning networks — or any consumer of models and inference. > > We’re building the full stack — bottom-up — interconnected by mining. > > When we internalize that, it’s no longer a competition. We’re markets for one another. > > Allies, even — united by the goal of beating centralized control with open systems. > > gm. Likes 137 · Reposts 14 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1928006470206984312) ### 2025-05-29 07:46 UTC · REPLY > Just wait until we are all co-mining together and runs like this are powered by a web of inter connected commodity systems. > > Bittensor to Nous to Pluralis to Prime and beyond > > Decentralized AI as a community will collocate more compute than any centralized company a 1000 fold over. > > In this way we win for humanity. > @theemozilla Likes 139 · Reposts 12 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1927994923506184652) ### 2025-05-28 10:24 UTC · REPLY > @scoutesy Rao is the smallest unit @scout Likes 57 · Reposts 0 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1927672410578223469) ### 2025-05-28 09:01 UTC · REPLY > @DistStateAndMe @tplr_ai @rayon_labs @opentensor Why haven’t we instruction fine tuned it yet on gradients @namoray_dev ? !!! Likes 41 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1927651390974722255) ### 2025-05-27 11:35 UTC · REPLY > Well as a non-exhaustive example: If miner incentives are aligned with the speed at which grads are downloaded, averaged and uploaded, then the onus is on the miners themselves to work with high bandwidth machines. Thats an incentive problem, if you measure bandwidth you can force the network towards it. Likes 6 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1927327767688806732) ### 2025-05-27 10:35 UTC · REPLY > @AssetAceArdent @locohassanloco they count brother Likes 18 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1927312750096593072) ### 2025-05-27 09:56 UTC · REPLY > #FreePalestine Likes 1025 · Reposts 131 · Quotes 37 · Replies 174 · [link](https://x.com/const_reborn/status/1927302944283591101) ### 2025-05-27 09:47 UTC · REPLY > I truly believe we can change that. Likes 197 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1927300576649384030) ### 2025-05-27 09:45 UTC · QUOTE > We still have a chance to reclaim Bitcoin’s highest promise: an end to war and freedom for humanity from the enslavement of fiat currency. > > Sadly, in our greed, we’ve enriched scammers, nihilists, and war-mongers—with meme coins, pump schemes, and premined insider deals. https://t.co/IkSVJoNEJU Likes 451 · Reposts 54 · Quotes 4 · Replies 21 · [link](https://x.com/const_reborn/status/1927300160402456741) ### 2025-05-27 09:23 UTC · REPLY > This is why I always tell teams to focus myopically on verification. Your product is down stream from the verification not upstream from it. What exactly is this commodity you are creating? How do you measure it? > > You can spin your wheels building fancy optimizations all day and then realize in an instant that miners won’t use it, or already invented one better themselves. Likes 18 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1927294652488540419) ### 2025-05-27 09:20 UTC · QUOTE > 1 and 2 are downstream from 3. Solve verification and incentive is easy. Solve incentives and miners solve comms and bandwidth. > > Same in ML, build the proper reward landscape. Let the algorithms anneal to it. https://t.co/oshP8XxHD6 Likes 100 · Reposts 8 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1927293865188348049) ### 2025-05-26 20:00 UTC · REPLY > @teknium Very cool Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1927092419486491070) ### 2025-05-26 11:03 UTC · REPLY > (1B) - Templar-I > (2B) - Templar-II > (8B) - Templar-III > (16B) - Templar-IV > (32B) - Templar-V > (64B) - Templar-VI > (128B) - Templar-VII > (256B) - Templar-VIII > (512B) - Templar-IX > (1T) - Templar-X > > Maybe? Lets see what @DistStateAndMe cooks. Likes 103 · Reposts 9 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/1926957378919944584) ### 2025-05-26 10:56 UTC · REPLY > Another design choice is using a push-pull rather than direct peer-to-peer communication. > > Bucket style comms allow validators to directly measure how fast miners compute and the all-reduce is 1 upload x N downloads off of CDN load balanced data. > > Lots more can be optimized by using other subnets like Hippius/Storb etc on Bittensor. Likes 46 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1926955675030073716) ### 2025-05-26 10:50 UTC · REPLY > As a consequence, peers fight to get more compute online. Optimizing an intelligence market problem: > > "how can I max contribution to the model without spending too much" > > The result is that they trained faster than they thought they would. https://t.co/sRuOavEJyw Likes 25 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1926954140191609114) ### 2025-05-26 10:48 UTC · REPLY > @theemozilla This is the crux IMO: because contributions are measured in loss reduction, rather than deterministic checking, miners train on more tokens to attain higher rewards. https://t.co/geuzaP89W2 Likes 35 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1926953631871295721) ### 2025-05-26 10:45 UTC · REPLY > Small model, but huge result surpassing the Demo baseline in a fully open network. > > They are using the work from @theemozilla for compression, and a whole bucket of game theory to push miners to actually work with the training run, not against it. (not small feat) Likes 46 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1926952784462569878) ### 2025-05-26 10:42 UTC · ORIGINAL > The largest LLMs will train under markets which align intelligence contribution. > > Templar-I > https://t.co/y0gLDDU4Bx https://t.co/OXKKjBEO2p Likes 276 · Reposts 45 · Quotes 13 · Replies 12 · [link](https://x.com/const_reborn/status/1926952025771671584) ### 2025-05-26 08:22 UTC · ORIGINAL > Markets over “C tier devs” will crush for the same reason that objective functions over dumb neurons will create AGI > > Nameless, faceless, twitter account follower-less, miners, scaling faster than Silicon Valley giants: https://t.co/pHOQBc9OWa Likes 252 · Reposts 52 · Quotes 10 · Replies 13 · [link](https://x.com/const_reborn/status/1926916753566695843) ### 2025-05-23 18:57 UTC · QUOTE > "Paris is the original Bittensor subnet." https://t.co/gBEA4SzW98 Likes 130 · Reposts 10 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1925989580890640616) ### 2025-05-20 17:01 UTC · ORIGINAL > SSL for AI Models > > https://t.co/IjOnLGAheF Likes 117 · Reposts 12 · Quotes 8 · Replies 6 · [link](https://x.com/const_reborn/status/1924873022885761216) ### 2025-05-20 15:01 UTC · QUOTE > Slowly, but surely. Likes 116 · Reposts 13 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1924842845254365334) ### 2025-05-19 12:19 UTC · REPLY > @ZeldinBryden no. just a team building on bittensor. Likes 15 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1924439669720195513) ### 2025-05-19 12:14 UTC · REPLY > We had a big climb. We needed to build the decentralized tech from the ground up. We needed decentralized inference, storage, training. They started with all of it out the box. All the layers in place. Everything standardized, cookie cutter, hand delivered. But now we've built it and we can launch a competitor with aligned incentives, humanely aligned, unstoppable. In a week. Likes 102 · Reposts 9 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1924438520501879068) ### 2025-05-19 12:03 UTC · QUOTE > Codex, but on a foundation open to all. https://t.co/ZqZF8yq4u3 Likes 115 · Reposts 14 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1924435701438771424) ### 2025-05-19 09:10 UTC · QUOTE > This is an interesting inversion of intelligence-incentives where the market is designed to drive dataset creation rather than model quality. https://t.co/gEdRo2iqru Likes 148 · Reposts 20 · Quotes 6 · Replies 5 · [link](https://x.com/const_reborn/status/1924392288190382118) ### 2025-05-19 09:09 UTC · REPLY > @flock_io interesting ! Likes 18 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1924391901626544321) ### 2025-05-18 11:49 UTC · REPLY > @hippius_subnet fukk ya Likes 54 · Reposts 4 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1924069871182061652) ### 2025-05-17 15:52 UTC · QUOTE > This is where protocols will outshine b2b corporations. > > AMD can plug itself into a inference speed network like 19 without cutting a deal. > > Can you improve tokens per second? Good. Immediate return. https://t.co/ACJFBkUy35 Likes 129 · Reposts 23 · Quotes 4 · Replies 3 · [link](https://x.com/const_reborn/status/1923768487031243152) ### 2025-05-15 13:33 UTC · QUOTE > Why focus on training one model when you can build incentives to train them all and consistently best in class? > > #AutoML > @gradients_ai > 56 https://t.co/ja4hLz8qC0 Likes 158 · Reposts 33 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1923008774677119219) ### 2025-05-14 21:10 UTC · REPLY > @jon_durbin @DistStateAndMe Saint Durbin Likes 30 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1922761510775873608) ### 2025-05-14 20:04 UTC · REPLY > @NousResearch Good idea! Likes 30 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1922744868184396136) ### 2025-05-14 11:17 UTC · REPLY > @storbdevs Best way to build Likes 28 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1922612216135639466) ### 2025-05-13 10:02 UTC · REPLY > https://t.co/pYFML6FEar Likes 155 · Reposts 27 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1922230843017195921) ### 2025-05-13 10:01 UTC · ORIGINAL > Satanic to Sublime: aligning human potential through open-ownership protocols. > > Join me to pitch Blackrock on free AI, permissionless systems and incentivized model training at the Louvre, Paris. > > June 10th https://t.co/MNgzsI9bfV Likes 509 · Reposts 115 · Quotes 9 · Replies 44 · [link](https://x.com/const_reborn/status/1922230746518897110) ### 2025-05-13 09:46 UTC · REPLY > @FrankSchuil @eliasfaltin @meercantee @NomadLowk @yugoviking @SafelloAB I remember you! Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1922226845308653666) ### 2025-05-12 22:17 UTC · REPLY > @42salamandas Also a theme in fine tuning LLMs Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1922053497882558957) ### 2025-05-12 21:22 UTC · REPLY > @latentholdings Can’t believe I hired @xavi3rlu only as an analyst instead of a developer too! Likes 18 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1922039715903025556) ### 2025-05-12 20:00 UTC · REPLY > @bloomberg_seth Pareto is a way of life Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1922019021379022996) ### 2025-05-12 19:53 UTC · QUOTE > Incredible release from Prime. > > Get it permissionless and incentivized — we will co-mine with you towards a future of decentralized intelligence. > > Imagine the freedom we will win when we own AI collectively. https://t.co/B4dOjAVCRy Likes 210 · Reposts 20 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/1922017195967586448) ### 2025-05-12 08:17 UTC · REPLY > @micaelabazo I believe in the invisible billion geniuses of this world Likes 75 · Reposts 2 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/1921842177732206716) ### 2025-05-11 22:12 UTC · REPLY > @felix_red_panda @tugot17 Cool! Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1921689909653336432) ### 2025-05-11 19:49 UTC · REPLY > @0x_bzzz Good luck! Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1921653964853932184) ### 2025-05-11 14:59 UTC · QUOTE > In the end, the goal is ***decentralized*** AI. > > That means interlinked commodity systems where we mine each other’s protocols instead of relying on centralized infra at any layer. > > Bittensor will internally mine (build in-house storage, compute, and inference) and externally mine, for instance on @0x_bzzz’s proof of inference, or @PrimeIntellect’s intellect runs. > > The more we connect the better. Likes 219 · Reposts 34 · Quotes 1 · Replies 13 · [link](https://x.com/const_reborn/status/1921581023055184159) ### 2025-05-11 13:03 UTC · REPLY > @TalkingTensor Certainly not. Just who ever does it first. Likes 15 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1921551632958964170) ### 2025-05-11 12:46 UTC · ORIGINAL > https://t.co/SG6Ww5Gn8h > > Plan on using incentivized storage for my next subnet Likes 183 · Reposts 13 · Quotes 11 · Replies 22 · [link](https://x.com/const_reborn/status/1921547483546558612) ### 2025-05-11 08:28 UTC · QUOTE > The protocol company is a long on global talent pools not needing to be regionally centralized in any way. > > Mine intelligence at the cutting edge of innovation; live in your small town on the edge of the world. https://t.co/5BfaUzrUIv Likes 162 · Reposts 13 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1921482648645423482) ### 2025-05-10 17:30 UTC · REPLY > @lcnxyz 🥽 Likes 18 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1921256642345066900) ### 2025-05-10 10:39 UTC · REPLY > @RnaudBertrand It wont be a country, it will be a protocol. Likes 70 · Reposts 9 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1921153183725814014) ### 2025-05-09 23:13 UTC · REPLY > @benfielding A million protocols for intelligence interlinked, each carving out the excess layers from the rawest compute to the purest crystalline intelligence. Likes 30 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1920980466343039200) ### 2025-05-09 18:06 UTC · REPLY > @jaylavee_ @getmasafi Can it we train it on @DrocksAlex2 and make it WAY edgier? Likes 39 · Reposts 0 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1920903155342012703) ### 2025-05-09 17:29 UTC · QUOTE > Yes https://t.co/YkgMbpWBLw Likes 107 · Reposts 6 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1920893890631975107) ### 2025-05-09 11:59 UTC · QUOTE > Synthetic task generation will power our ability to create incentive systems. > > When doing RL on Bittensor the hardest problem is the data generation. > > Here the author uses abduction/deduction/induction to create an infinite sequence of challenges. https://t.co/cHkBxt6zKY Likes 92 · Reposts 11 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1920810869895659923) ### 2025-05-09 09:33 UTC · ORIGINAL > An ideal can only be accelerated by others, it can never be beat. Likes 99 · Reposts 13 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1920774197883650233) ### 2025-05-08 22:42 UTC · ORIGINAL > Synth casually rocked into Bittensor and solved prediction: https://t.co/QSjSvS0k98 > > Great novelty today: https://t.co/PzehWabspo https://t.co/uQoXN5ktXD Likes 162 · Reposts 23 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1920610274769289498) ### 2025-05-08 12:48 UTC · REPLY > @naschain_ai 👀 Likes 17 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1920460741334663516) ### 2025-05-07 12:07 UTC · ORIGINAL > Subnets will mine each other the same way Taohash mines Bitcoin -- pulling alpha from one subnet to fund the other. > > First movers will be compute subnets which focus on higher-order commodities. > > Compute -> inference -> training -> optimization. > > All internal. Likes 523 · Reposts 81 · Quotes 11 · Replies 34 · [link](https://x.com/const_reborn/status/1920088171615846619) ### 2025-05-06 10:13 UTC · QUOTE > I’ll be speaking with Synth this Thursday about using miners to bleed markets of their underlying distributions. > > It’ll be mathy. > See you in Novelty. https://t.co/HylJgQnLci Likes 200 · Reposts 29 · Quotes 9 · Replies 11 · [link](https://x.com/const_reborn/status/1919697121139106049) ### 2025-05-05 17:36 UTC · ORIGINAL > Content creators should try writing/mining for @NuanceSubnet. > > Be a writer which has no boss, just a constitution, and freedom to define that constitution through your work. Likes 130 · Reposts 17 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1919446235359949202) ### 2025-05-05 16:56 UTC · ORIGINAL > Gradients 56 now supports endpoints where you can one-click a query like this and an incentivized p2p network of miners will compete to instruction finetune an LLM of your choice. https://t.co/pBfDkHE8C0 Likes 225 · Reposts 33 · Quotes 4 · Replies 10 · [link](https://x.com/const_reborn/status/1919436054018330915) ### 2025-05-03 12:03 UTC · REPLY > @maxscore Loss curves are sexy Likes 16 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1918637447186944174) ### 2025-05-02 04:35 UTC · ORIGINAL > We haven’t found a problem on Bittensor where the miners haven’t surprised us by their quality. > > Harness the miners. Likes 293 · Reposts 29 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1918162299397017939) ### 2025-05-02 01:12 UTC · REPLY > @allan_quantifi @Replit Thank you! Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1918111392680362309) ### 2025-05-01 22:08 UTC · REPLY > @SiDiESbyCDS I don't think they will solve it. The problem is a pure ML game: attempt fake eye, get true false reward, adapt ML model. Repeat until you beat the orb. Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1918064907834069092) ### 2025-05-01 21:59 UTC · QUOTE > Nobody has any idea how to build an iris scanner that isn’t vulnerable to spoofing. > > Let alone a way to stop the very company making the device from spoofing humans. > > Defining humans based on a technically flawed stack is a dangerously bad idea. https://t.co/ymMNVHxFKH Likes 171 · Reposts 17 · Quotes 3 · Replies 14 · [link](https://x.com/const_reborn/status/1918062687873032664) ### 2025-05-01 13:33 UTC · REPLY > @E_Z_Trades No matter what tooling they have in the orb to detect a “real” eye. There is a function with inputs that an engineer (and the team especially) can reverse engineer Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1917935364758474923) ### 2025-05-01 13:32 UTC · REPLY > @E_Z_Trades I’m referring to the fact that you can use AI to generate near perfect eyes. Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1917935175830286608) ### 2025-05-01 11:00 UTC · QUOTE > Remember folks: eyes are unique but not all eyes have a human. World coin is just a fiat human corporation. https://t.co/oxlECUQVJn Likes 143 · Reposts 10 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/1917897006535631102) ### 2025-05-01 10:58 UTC · REPLY > I mean there are no actual “points” in the post, we specifically designed it to not benefit early investors through a slow burn, non premine, emission and root prop auto selling which ensures sniping is not possible. And that has been the effect and the statement that 99% of allocators are down is basically inversely true. So I don’t really know where to start with this. Likes 22 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1917896471606890972) ## 2025-04 ### 2025-04-30 16:11 UTC · REPLY > @ErikVoorhees Beautifully written Erik Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1917612812014178703) ### 2025-04-29 23:25 UTC · REPLY > @DavFields @ReadyAI_ Make all information universally accessible to AI. Likes 37 · Reposts 5 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1917359741652582477) ### 2025-04-29 17:32 UTC · REPLY > @MistaCrypta this is why compression is important. You get the model to bring the code back to a length you can read easily and quickly. You're having it respect your context window. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1917270844981551156) ### 2025-04-29 14:58 UTC · REPLY > @EarlyNormie I mean we also do verifiable compute both ZK and now TEE. Those are just more strict validator designs and they are subclasses of how YC can be run. Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1917232042057625861) ### 2025-04-29 13:53 UTC · REPLY > @EarlyNormie We opted against it because maintaining a strict state of large LLMs across a blockchain is not needed or scalable. > > You can ***force*** the miners to maintain state for you by encoding that into your validator. Likes 12 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1917215623660146697) ### 2025-04-29 13:39 UTC · REPLY > @EarlyNormie They do retain state. > > The chain maintains and updates a weights matrix W for instance, and a vector of stake S. > > These are trained overtime via a selective interaction between validator and miner -- where validators update row weights via a arbitrary reward function. Likes 30 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1917212263494152480) ### 2025-04-29 13:36 UTC · ORIGINAL > prompt: take this entire codebase and compress it into a set of stateful objects and their interactions with just 50 lines of python. Likes 63 · Reposts 0 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1917211363060990130) ### 2025-04-29 12:26 UTC · REPLY > @lior_eth For sure. It deserves more paragraphs. > Dm me Likes 22 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1917193653174297034) ### 2025-04-29 12:08 UTC · QUOTE > Neural networks self-organize their state in a loss landscape defined by a reward model. > > Bittensor subnets organize miners in an incentive landscape defined by a validator. > > It turns out that AI and crypto share preference in the tech stacks that make them click. > > Thats the stack. Likes 200 · Reposts 33 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1917189281191223621) ### 2025-04-28 22:16 UTC · REPLY > @lior_eth @DistStateAndMe @tplr_ai Confirmed: @DistStateAndMe is part of the cabal. Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1916979946288803921) ### 2025-04-28 20:04 UTC · REPLY > @fish_datura 🎤 💧 Likes 37 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1916946664289341522) ### 2025-04-28 19:35 UTC · REPLY > @airtightfish being mined in real time from zero Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1916939304250597402) ### 2025-04-28 16:19 UTC · QUOTE > You know that thing they’re all talking about being a thing, that big event that happens right after the token launches and the allocations get delivered? > > Well it happened already. https://t.co/QZntJFUJXn Likes 104 · Reposts 8 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1916890031119274174) ### 2025-04-28 16:14 UTC · REPLY > @Crypto_McKenna https://t.co/uDp9I74oUb > > Spin up a node then Likes 93 · Reposts 12 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1916888844009361726) ### 2025-04-28 14:00 UTC · REPLY > @luciancxyz Many profitable inventions are made without profit as the primary focus. See: Why greatness cannot be planned. Likes 25 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1916854988980015119) ### 2025-04-27 17:28 UTC · REPLY > @polariscloudai @zktensorlab @taostats @communeaidotorg @mogmachine Talk to mars Likes 16 · Reposts 3 · Quotes 2 · Replies 0 · [link](https://x.com/const_reborn/status/1916545004861870486) ### 2025-04-27 16:07 UTC · REPLY > @0xPrismatic Can you recommend subnets to buy with the highest amount of "pure adrenaline + passion and some mental illness." ? Likes 83 · Reposts 1 · Quotes 0 · Replies 15 · [link](https://x.com/const_reborn/status/1916524496116162742) ### 2025-04-27 15:35 UTC · REPLY > @Gaia_AI_ Little do they know. Likes 17 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1916516508525605122) ### 2025-04-27 14:02 UTC · REPLY > @BlingRogers @Eastworld_AI Can confirm Bling Rogers. This is caused by the extremely low supply when a subnet is launched. Not anything to do with the project here. Likes 9 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1916493171476799807) ### 2025-04-27 12:59 UTC · REPLY > https://t.co/CxlvP5dIhi Likes 18 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1916477355742076959) ### 2025-04-27 12:58 UTC · QUOTE > Incentive World https://t.co/yu2N2NrXu1 Likes 87 · Reposts 8 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1916477128326910007) ### 2025-04-27 12:55 UTC · REPLY > @Eastworld_AI All modern robotic tooling with be trained in simulated environments. We will watch AIs fight from the stands and use it to build weaponry, to train factory bots and aid the sick. Glad this project is focusing on exploration here. Likes 32 · Reposts 3 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1916476335972614249) ### 2025-04-27 08:18 UTC · REPLY > @Watata100 @fish_datura fish pointed that out. Its a fools dream since in reality all the subnet miners are innovating so fast there is no chance for a one click solution to compete for any serious amount of time Likes 9 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1916406492833452520) ### 2025-04-26 12:56 UTC · REPLY > @egill_orpheus and velocity Likes 10 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1916114122472595883) ### 2025-04-26 12:23 UTC · ORIGINAL > self-organizing guerrilla engineers beat the cabal. Likes 295 · Reposts 31 · Quotes 4 · Replies 14 · [link](https://x.com/const_reborn/status/1916105876638749030) ### 2025-04-26 10:27 UTC · REPLY > @JosephJacks_ The periodic table of digital commodities Likes 30 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1916076696089821416) ### 2025-04-25 11:08 UTC · QUOTE > Sometimes I tell crux on the phone about my cute incentive mechanism ideas and he chuckles. > > There is no man more deeply familiar with the intersection of game theory and ML on the planet. > > Most won’t understand this thread. Reposting anyways. https://t.co/zsb4V6Pwn8 Likes 163 · Reposts 13 · Quotes 5 · Replies 3 · [link](https://x.com/const_reborn/status/1915724664342462662) ### 2025-04-24 10:08 UTC · QUOTE > Sometimes it’s as simple as moving in the right technical direction for a long time. > > Celium is the ONLY fully-permissionless, incentivized cloud compute. > > Come listen to Fish present tonight on Novelty Search. https://t.co/ML85O5njOs Likes 261 · Reposts 37 · Quotes 4 · Replies 9 · [link](https://x.com/const_reborn/status/1915347219353424355) ### 2025-04-23 21:49 UTC · REPLY > @igorsyl Can you turn this into a single GPT prompt so I can learn what Bittensor is faster? Likes 26 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1915161233105338467) ### 2025-04-21 22:30 UTC · REPLY > @Gaia_AI_ @NOAA @NIST Recruit them to mine Gaia Likes 16 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1914446758211674283) ### 2025-04-19 13:01 UTC · QUOTE > https://t.co/VhD9kcSqjh https://t.co/Rbv0MgeQDY Likes 76 · Reposts 10 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1913578828166803956) ### 2025-04-19 12:44 UTC · ORIGINAL > One interesting thing happening on @tplr_ai right now: > > ... aside from the fact that its a permissionless, decentralized and incentivized training run you can contribute to ... > > Is that its not a deterministic incentive system. > > Instead, miner are free to liberally optimize their gradients anyway they choose, and are just rewarded on their ability to reduce the loss on the samples, faster and more aggressively than their peers. > > The added complexity here means the training runs are beginning to move super fast. Faster than we had previously anticipated. Likes 209 · Reposts 32 · Quotes 6 · Replies 10 · [link](https://x.com/const_reborn/status/1913574364877930965) ### 2025-04-17 09:10 UTC · QUOTE > Deep subnets https://t.co/r63zUGJDJy Likes 98 · Reposts 6 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1912795763056275686) ### 2025-04-15 21:01 UTC · QUOTE > Drinking straight from the torrent of emission https://t.co/zXqXuE6FlP Likes 131 · Reposts 6 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1912249857026171141) ### 2025-04-10 22:34 UTC · REPLY > This goes for funding too. Hence dtao. > > There is no investor more clear pilled than the raw market. Likes 42 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1910461344568271115) ### 2025-04-10 22:30 UTC · REPLY > Over the last 15 years the west has been fascinated and obsessed with affirmative action hiring. > > Obviously the cure has been worse than the disease. Obviously because you can’t avoid prejudice even if it’s state (or HR department) enforced. > > The real cure is removing the human in the middle. Likes 33 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1910460440045298014) ### 2025-04-10 22:28 UTC · QUOTE > Permissionless, global, and algorithmic markets are scary. > > They’re also the most leveling wealth distribution technologies we’ve ever created. https://t.co/Zc6rDnPxvQ Likes 134 · Reposts 11 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1910459778205179960) ### 2025-04-10 16:00 UTC · REPLY > @JosephJacks_ Wow Likes 24 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1910362316861767910) ### 2025-04-10 15:38 UTC · QUOTE > https://t.co/XUEW2T4u1A https://t.co/bFuRM8rlwM Likes 105 · Reposts 9 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1910356711401009659) ### 2025-04-09 17:04 UTC · REPLY > @goinggddark Fair enough Likes 4 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1910016090899423735) ### 2025-04-09 13:26 UTC · REPLY > Decentralized training is through incentive alignment: everything else is a meme coin. Likes 36 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1909961162323603729) ### 2025-04-09 13:26 UTC · REPLY > Lots of talk in Knowers post about cool algorithms for decentralized training. Lots of experiments done in house, or across a set of permissioned peers. > > To me that’s all theory: like studying fusion in a textbook contrasted to battling a real fusion reaction. Likes 30 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1909961093138498019) ### 2025-04-09 13:18 UTC · REPLY > In fusion, the scientist patch together a magnetic field which contains the plasma explosion. It’s a micro “sun” which when contained, rotates in place and produces near infinite clean energy. > > Think about subnets in the same way: Miners are a pure chaos swarm trying to evade the incentive structure put in place by the validators. They will exploit all angles and all niches until they are contained. > > Once contained something magic happens: You get an infinite energy machine. Likes 37 · Reposts 6 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1909959145261773134) ### 2025-04-09 13:14 UTC · QUOTE > Only Bittensor peeps understand how hard incentives are, and how crazy it is to corral miners into a smooth and stable loss curve. > > Incentives are to computer science as fusion reactions are to physics — at first they blow up in your face, and then they click and unlock infinite energy. Likes 163 · Reposts 24 · Quotes 4 · Replies 3 · [link](https://x.com/const_reborn/status/1909957998954291341) ### 2025-04-09 12:06 UTC · REPLY > @BillAckman I’ve heard that taxing tea is a pretty touchy subject in the US Likes 17 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1909941045774729280) ### 2025-04-08 20:28 UTC · QUOTE > On novelty this Thursday https://t.co/8kodWgUD50 Likes 97 · Reposts 9 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1909704818177823137) ### 2025-04-08 13:02 UTC · REPLY > @JosephJacks_ @storbdevs Storb Likes 24 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1909592680637608401) ### 2025-04-07 20:45 UTC · REPLY > This often confuses people looking at individual subnets (some not AI-related at all): > > ‘Where’s the AI?’ — You’re standing in it. Likes 61 · Reposts 3 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1909346776722571357) ### 2025-04-07 20:42 UTC · QUOTE > Bittensor is a machine learning algorithm. https://t.co/2SLupe4KPL Likes 177 · Reposts 20 · Quotes 3 · Replies 9 · [link](https://x.com/const_reborn/status/1909346083894927584) ### 2025-04-07 16:33 UTC · QUOTE > The news enterprise is hypocritical: it feints impartiality while secretly crafting itself to special interests. > > What if the aims underlying news organizations were transparent, votable and consensus based? > > What if its journalists were an ever evolving swarm of aligned agents? > > I think that would be better. > Certainly more potent. > > Cool to see this team building on Bittensor. Likes 224 · Reposts 44 · Quotes 5 · Replies 15 · [link](https://x.com/const_reborn/status/1909283365515129083) ### 2025-04-06 19:34 UTC · QUOTE > Agent Tao: where miners are sent out to solve real world issues on open source codebases https://t.co/I3eiYDfZHP Likes 149 · Reposts 27 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1908966645910872262) ### 2025-04-05 21:20 UTC · REPLY > @JosephJacks_ @dotkrueger Well written code. Krueger can vibe. Likes 80 · Reposts 6 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1908630937963028924) ### 2025-04-05 19:07 UTC · QUOTE > Just wait a second for these to be incentivized. > > Own Tao, and direct the infinite swarm of agents. https://t.co/i1uDCzRk3z Likes 229 · Reposts 43 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1908597255809958224) ### 2025-04-05 18:53 UTC · ORIGINAL > @martinxbt101 😮‍💨 Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1908593958181122108) ### 2025-04-05 18:29 UTC · REPLY > @simioape @GlitchFinancial @Timeless_io @synergydotsai High signal content creation here Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1908587815874798050) ### 2025-04-03 14:44 UTC · ORIGINAL > Food for thought: > > “The worst thing you can possibly do in a deal is seem desperate to make it. That makes the other guy smell blood, and then you’re dead.” - Trump > > The tariffs are a classic Art of the Deal, strategy, Trump is gaining leverage. > > Over the coming months he will roll them back in exchange for deals claiming victory. > > It might even work. It’s not the deranged chaos the markets feel it is. Indeed, that chaos is exactly the leverage Trump wants. > > That’s his game. Likes 319 · Reposts 36 · Quotes 7 · Replies 37 · [link](https://x.com/const_reborn/status/1907806430528262302) ### 2025-04-02 17:06 UTC · REPLY > @camron_miraftab Tao also has value on all subnets via root weight. Likes 46 · Reposts 1 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1907479691071516786) ### 2025-04-02 16:41 UTC · REPLY > For sure: they’ve done over 200 runs so far. They’re training a 1B llama model. They’re using DeMo. > > However what makes them unique is not size or decentralization. That’s been done. > > What’s unique is that the miners work under a market which rewards them for producing fast gradients which minimize the loss on a data sample. > > There is a lot more to the validation than that. They use block hashes to index into their dataset. They use R2 bucket time stamping to incentivize upload speed. They use before and after loss comparisons to prevent copying. > > It’s actually fairly complicated and changing every day. But you can see the code they run on their GitHub. There are also docs in that same repo. > > I believe there is a dashboard coming today? @DistStateAndMe Likes 22 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1907473371237138925) ### 2025-04-02 16:35 UTC · ORIGINAL > Teams in the TAO ecosystem that play shady games, attempt premines, cheat their validation mechanisms, etc. > > It never works. > > There is no currency more valuable than trust. Likes 291 · Reposts 31 · Quotes 2 · Replies 12 · [link](https://x.com/const_reborn/status/1907472057539105140) ### 2025-04-01 14:11 UTC · QUOTE > @gensynai @PrimeIntellect @NousResearch @PluralisHQ @ambient_xyz > > We’re in this together, we have a shared mission. > > 🙏 https://t.co/eMo1PISoVi Likes 47 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1907073246874247593) ### 2025-04-01 14:00 UTC · QUOTE > “Development of superhuman machine intelligence is probably the greatest threat to the continued existence of humanity.” - Sam Altman > > Also Sam Altman: “No one but my financiers and me should have any control over that fate” > > The ultimate Godless Premine https://t.co/fvHSemv8aB Likes 160 · Reposts 25 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1907070586980848087) ### 2025-04-01 02:51 UTC · REPLY > @infinitetensor There was only one back then Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1906902224837464099) ### 2025-04-01 01:53 UTC · QUOTE > The truth is … I can’t mine anymore. I’ve been solidly out competed in Bittensor about 10 times over. > > And that’s a testament to the power of pure permissionless markets, not my incompetence. > > The beauty? When you mine Tao and get outcompeted, it just means smarter people picked up your pick axe and started digging for you. Likes 240 · Reposts 29 · Quotes 5 · Replies 16 · [link](https://x.com/const_reborn/status/1906887497205899292) ## 2025-03 ### 2025-03-31 18:19 UTC · REPLY > @dbarabander Lmao it’s getting ridiculous guys Likes 56 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1906773334798278907) ### 2025-03-31 17:25 UTC · REPLY > @jon_durbin I was also messing around with browser use which circumvents the need to use the APi altogether. Pretty cool Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1906759651745480914) ### 2025-03-31 16:44 UTC · REPLY > @jon_durbin Try s22 API for data scraping Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1906749414737158363) ### 2025-03-31 15:20 UTC · REPLY > @NextPlace_AI https://t.co/Mwv5O7yZIC Likes 36 · Reposts 4 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1906728205744009398) ### 2025-03-31 13:59 UTC · QUOTE > One of the limitations of building your own blockchain is that you don’t have the immediate TAM of say building on Base or Solana or Ethereum. > > But you get to do way bigger things on your own chain. We post terabytes of data needed to run 100s of mechanisms, growing to thousands in the next few years. > > And, it only takes builders like @TensorplexLabs to build the bridges and voila! The TAM is connected. > > Slow is fast, fast is slow. Likes 200 · Reposts 26 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1906707948929221096) ### 2025-03-30 16:39 UTC · ORIGINAL > When in doubt, create your own bull market https://t.co/LtpWcwwShV Likes 361 · Reposts 54 · Quotes 14 · Replies 18 · [link](https://x.com/const_reborn/status/1906385898155000027) ### 2025-03-30 03:28 UTC · QUOTE > Tariff volatility will affect all markets negatively but, in the end, it will only accentuate the unique fundamentals of decentralized, non-national, internet based markets. Likes 136 · Reposts 10 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1906186643046010899) ### 2025-03-28 13:11 UTC · REPLY > @DrocksAlex2 I’m here for the unhinged shit posting. > > Will immediately block you if you become nuanced and thoughtful. Likes 88 · Reposts 3 · Quotes 2 · Replies 8 · [link](https://x.com/const_reborn/status/1905608578251059466) ### 2025-03-27 22:05 UTC · REPLY > Bitcoin burns resources to add POW security. > Bittensor miners burn resource to produce alpha. Bitcoin production is linear value creation. > Bittensor production is exponential. Likes 136 · Reposts 27 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/1905380642717925705) ### 2025-03-27 19:52 UTC · QUOTE > Come to Novelty today (in the discord) to hear the team behind this incentivized training run. https://t.co/tX0gfMWsIY Likes 82 · Reposts 9 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1905347124075577637) ### 2025-03-27 14:41 UTC · REPLY > @Thinker_Rex Now Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1905269018946072617) ### 2025-03-27 12:46 UTC · QUOTE > Not “What if” > > https://t.co/3izq1W2p4Q https://t.co/CQZsdeIO94 Likes 91 · Reposts 10 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/1905239919561183416) ### 2025-03-25 20:48 UTC · QUOTE > “Structure the worlds data and make it universally accessible to AI” https://t.co/DCzNruIeNa Likes 106 · Reposts 10 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/1904636520184619160) ### 2025-03-25 15:20 UTC · QUOTE > Decentralization is a long on the power of the world over any specific place. https://t.co/t3MBsubXSf Likes 101 · Reposts 15 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1904554109169959129) ### 2025-03-24 18:37 UTC · REPLY > @GrantMatik @cripto_kong That’s a great idea also Likes 20 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1904241133880049698) ### 2025-03-24 17:08 UTC · ORIGINAL > If you want to build a subnet on Bittensor and need the upfront burn cost for the slot, dm @cripto_kong on the discord. > > Simple deal: pay me back over the year in alpha. No other restrictions. You own your subnet and Ill consult the team. > > Lets build. Likes 344 · Reposts 80 · Quotes 9 · Replies 35 · [link](https://x.com/const_reborn/status/1904218720265777305) ### 2025-03-24 17:06 UTC · ORIGINAL > If you want to build a subnet on Bittensor and need the upfront burn cost for the slot, dm @criptokong on the discord. > > Simple deal: pay me back over the year in alpha. No other restrictions. You own your subnet and Ill consult the team. > > Lets build. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1904218359580758192) ### 2025-03-24 14:09 UTC · QUOTE > What if https://t.co/9KyuLDQZaP Likes 172 · Reposts 14 · Quotes 2 · Replies 13 · [link](https://x.com/const_reborn/status/1904173664599265488) ### 2025-03-23 15:04 UTC · REPLY > In Bittensor, validators construct a mining network design into which anyone can compete and the output is accessible through the validator set. It’s decentralized at both of those levels. The incentive layer makes the miners work to maximize the reward and often produces either more intelligent outputs or more production. > > It is indeed both those things, intelligent and decentralized Likes 6 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1903825276808683683) ### 2025-03-23 14:52 UTC · REPLY > @fearthewave_eth I don’t understand Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1903822107466735734) ### 2025-03-23 14:37 UTC · REPLY > @fearthewave_eth Check out 52 Dojo Likes 6 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1903818464046755931) ### 2025-03-23 14:22 UTC · QUOTE > It’s becoming more and more clear that one of the major (if not the largest) customer of AI will be higher level AI — agents, swarms, robots. > > All connected into the Neural Internet https://t.co/ZNhou1xmDR Likes 169 · Reposts 26 · Quotes 2 · Replies 8 · [link](https://x.com/const_reborn/status/1903814517605245054) ### 2025-03-23 14:19 UTC · REPLY > @0x_Apex @0xPrismatic @getmasafi @rayon_labs Currently millions of organic web 2 revenue per month. Look it up! Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1903813891693433318) ### 2025-03-23 14:16 UTC · QUOTE > Send off models to train on 56. Run custom dockers on 12 and 51. Store datasets on 26. Inference faster than anywhere on 19 and 4. Retrieve embeddings on 5. Search the internet on 22. Attain human feedback on 52. Unleash agent swarms on 23. Sell products on 16…. > > Linked by TAO https://t.co/d9Iiu9ZWzP Likes 220 · Reposts 35 · Quotes 4 · Replies 8 · [link](https://x.com/const_reborn/status/1903813183804002469) ### 2025-03-22 16:36 UTC · REPLY > @metanova_labs And boy is the swarm powerful Likes 29 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1903485914061438982) ### 2025-03-21 22:42 UTC · QUOTE > Don’t hire —incentivize https://t.co/FN91F3F8NS Likes 80 · Reposts 8 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1903215712677572651) ### 2025-03-21 22:38 UTC · REPLY > @DrocksAlex2 Somewhere around 30 cents per thousand requests Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1903214570912768398) ### 2025-03-21 18:55 UTC · REPLY > @MorePerfectUS https://t.co/5eQ7y0J5Ta Likes 45 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1903158641626136969) ### 2025-03-21 18:28 UTC · REPLY > Scraping on demand as a commodity is pretty cool https://t.co/BBxeXHJCZ3 Likes 24 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1903151760874627401) ### 2025-03-21 18:23 UTC · ORIGINAL > The twitter search capabilities from S22 on Bittensor are pretty much second to none. > > Just iterated through 40k twitter accounts in 20 minutes. > > Very valuable for agent frameworks. > > https://t.co/w5Hil59nLI Likes 175 · Reposts 28 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1903150470073356347) ### 2025-03-21 16:47 UTC · REPLY > accelerate Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1903126310546796611) ### 2025-03-21 15:34 UTC · QUOTE > Understanding the climate will be the basis of protecting the environment. > > There is simply no bound on how valuable that is to humanity. > > TAM = infinity https://t.co/oezfU1uL3l Likes 126 · Reposts 19 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1903108032625557739) ### 2025-03-21 12:21 UTC · REPLY > @mike107thpl @rayon_labs Good point. Let me get you more info for that. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1903059396336165211) ### 2025-03-21 12:21 UTC · REPLY > @mike107thpl @rayon_labs @namoray_dev Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1903059294947283349) ### 2025-03-20 22:59 UTC · ORIGINAL > Trusted Execution Environment (TEE) coming to Chutes is a game-changer. > > In one move, Bittensor ML inference becomes the fastest and the only verifiably secure, trustless, and private ML platform worldwide. > > Don't trust—verify, in both practice and usability. Likes 310 · Reposts 76 · Quotes 5 · Replies 15 · [link](https://x.com/const_reborn/status/1902857543644328019) ### 2025-03-20 22:55 UTC · REPLY > @rayon_labs Not even to mention the simplicity of their user interface. > > Is there any project in the world which has better married the power of crypto with the seamlessness of user interface? https://t.co/VDfq1dCwL7 Likes 61 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1902856470712008867) ### 2025-03-20 22:51 UTC · REPLY > @rayon_labs You can have this swarm train your models: https://t.co/p61EXH8mXc > > and even pipe the jobs through agent function calls. > > Mind blown beyond belief. Likes 52 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1902855455069688218) ### 2025-03-20 22:50 UTC · ORIGINAL > Never thought it would be possible on Bittensor, but here we are—miners on Subnet 56 (Gradients) outpacing every centralized competitor in AutoML. > > Somehow, these miners have mastered techniques even the subnet designers don't fully understand. > > Hats off to @rayon_labs and the anonymous unsung miner heroes of this revolution. Likes 413 · Reposts 98 · Quotes 12 · Replies 15 · [link](https://x.com/const_reborn/status/1902855228569145847) ### 2025-03-20 22:37 UTC · REPLY > @DeFiOracle_ @opentensor Just wait for V3! Likes 27 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1902852147584070068) ### 2025-03-20 20:52 UTC · ORIGINAL > Speaking to @rayon_labs in 8 minutes on Discord. > > https://t.co/zBcwvIGFZU Likes 98 · Reposts 11 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1902825717244522604) ### 2025-03-19 17:19 UTC · REPLY > @sportstensor hot Likes 34 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1902409531935625274) ### 2025-03-19 14:47 UTC · REPLY > @yubrew You’re killing it @yubrew especially thankful for your unique take on certain aspects of the Bittensor ecosystem using your unique knowledge of security. 🙏 Likes 24 · Reposts 2 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1902371271846822027) ### 2025-03-19 14:07 UTC · QUOTE > https://t.co/xSBs6UcMSl > > Oh yeah. Being done already by this cracked team. https://t.co/RqLjSakvFZ Likes 75 · Reposts 12 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1902361356164116894) ### 2025-03-19 14:01 UTC · QUOTE > A point that is often lost: > > The flavors of excitement in AI change month to month. I’m old enough to remember when RBMs were hot, and everyone thought homomorphic encryption was the be all end all. > > There are many seasons and changes to come, and any protocol that fixes itself into one box will likely die. > > But Bittensor will surf all the tides. Waiting patiently for the world to catch up to this. Likes 154 · Reposts 34 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1902359749892411864) ### 2025-03-19 13:33 UTC · REPLY > @HollandParkFund Yes great idea Likes 9 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1902352709958656379) ### 2025-03-19 13:26 UTC · REPLY > @jaylavee_ Cooking Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1902350936435048621) ### 2025-03-19 13:23 UTC · REPLY > Anyways. The point is. People didn’t like neural networks in the 1990s either. To confusing, to abstract, not in my box. Confusing math! > > But we all know what happened. Likes 50 · Reposts 6 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1902350233578672502) ### 2025-03-19 13:21 UTC · REPLY > Neural networks are meta AI algorithms. They are a maleable substrate and algorithm which can express nearly everything rather than just one thing. Likes 47 · Reposts 6 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1902349805877121489) ### 2025-03-19 13:20 UTC · REPLY > A meta mechanism is super important because it’s like the difference between 1990s AI where every problem needed a unique solution and 2020 AI where the solution is just throw an NN at it. Likes 56 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1902349522996515106) ### 2025-03-19 13:17 UTC · REPLY > Bittensor is highly confusing because instead of building a single solution to a single problem, like “decentralized inference” we realized way back in 2020, that we needed to build the meta mechanism which could express all of them. Likes 90 · Reposts 8 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1902348758433546714) ### 2025-03-19 13:15 UTC · REPLY > The confusing thing about Tao is that it doesn’t fit into a box, people like boxes, it allows them to control things in their mind, things that scare them for instance. Likes 57 · Reposts 4 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1902348187311948029) ### 2025-03-19 13:12 UTC · QUOTE > It’s hard to understand Bittensor if you’re looking at this picture trying to pic winners from each category without realizing Bittensor is in all of them. https://t.co/axQeDZdYG4 https://t.co/4crcc0uwj9 Likes 295 · Reposts 64 · Quotes 7 · Replies 9 · [link](https://x.com/const_reborn/status/1902347349571027169) ### 2025-03-19 12:59 UTC · REPLY > @yb_effect It’s easier to eat fast food Likes 55 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1902344267026059452) ### 2025-03-18 13:55 UTC · REPLY > @balajis Network factories Likes 10 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1901995997661626711) ### 2025-03-17 20:56 UTC · REPLY > We will be speaking to Rayon labs this week during novelty, btw. Likes 77 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1901739321566306661) ### 2025-03-17 20:21 UTC · QUOTE > Rayon labs is releasing the first ever full-stack and decentralized agent infrastructure. > > Low level compute on (64) > training on (56), > and fast AF inferences on (19). > > Pretty cool. https://t.co/C00pDtJfDJ Likes 261 · Reposts 173 · Quotes 3 · Replies 6 · [link](https://x.com/const_reborn/status/1901730655777788383) ### 2025-03-17 18:31 UTC · REPLY > @DistStateAndMe How all subnets should run. Miners and validators and owners working together. This is the only way https://t.co/IUmiuBhl5t Likes 26 · Reposts 5 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1901703064274305111) ### 2025-03-17 12:59 UTC · REPLY > @qqquint @DrocksAlex2 I don’t agree with Alex but his moody posts are high signal of something. I’ll never block Likes 13 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1901619329092771913) ### 2025-03-16 22:51 UTC · QUOTE > Provided by a set of distributed and anon miners … > > … you can rent 8xH200s for $1.74 on https://t.co/AouxkGO4ew https://t.co/ciK1zkedp7 Likes 129 · Reposts 22 · Quotes 0 · Replies 8 · [link](https://x.com/const_reborn/status/1901405881264120301) ### 2025-03-16 22:46 UTC · REPLY > bpτ Likes 11 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1901404759480820113) ### 2025-03-16 22:45 UTC · ORIGINAL > Worlds cheapest brrrrrr per $ https://t.co/nHMe0O3LCy Likes 142 · Reposts 13 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1901404492697891232) ### 2025-03-15 22:07 UTC · REPLY > @CryptoZPunisher @yubrew @opentensor @shibshib89 @JosephJacks_ @latentholdings @YumaGroup @BarrySilbert @TensoraGroup @gylestensora One strategy is to sell future tokens in bulk to an investor who is willing to wait for the delivery date Likes 12 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1901032644114010290) ### 2025-03-15 17:28 UTC · REPLY > @tseutseutao @the41Crew @SAFESCAN_AI I helped fund the teams lock cost which they will try to pay back, other than that no strings attached, not my subnet and no otherwise aligned Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900962301663973651) ### 2025-03-15 16:13 UTC · REPLY > @neuromancer_t @alexz7371 @btcrenaissance @KeithSingery Sorry, none left. Ate it all Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900943438272508396) ### 2025-03-15 16:04 UTC · REPLY > @alexz7371 @neuromancer_t @btcrenaissance @KeithSingery We are upgrading fee designs next week which should help and V3 pools are on their way to reduce slippage Likes 4 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1900941152942989370) ### 2025-03-15 15:58 UTC · REPLY > @neuromancer_t @btcrenaissance @KeithSingery Let them have lentils! > > Btw, what meme subnets am I supposedly supporting ? Likes 5 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1900939722207166725) ### 2025-03-15 15:48 UTC · REPLY > @_Bitsurfer_ @shibshib89 Targon and Chutes are processing a combined 16B tokens per day of Openrouters most popular models. Likes 111 · Reposts 16 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1900937184162545864) ### 2025-03-15 15:10 UTC · QUOTE > τps https://t.co/YBudMxbb4u Likes 74 · Reposts 4 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1900927577356669064) ### 2025-03-14 21:23 UTC · REPLY > I believe he is talking about the double slit experiment and the Copenhagen interpretation of quantum mechanics through which "reality" is created when a measurement collapses the wavefunction into a definite state. In the double-slit experiment, an unmeasured particle exists in a superposition of paths, but observation forces it to "choose" one, effectively shaping reality. Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1900659064272568716) ### 2025-03-14 17:00 UTC · QUOTE > Satoshi left and Bitcoin became its community. > > OTF will fade in the same way. > > Kill the center, become the swarm. https://t.co/C4ffLp5eC6 Likes 342 · Reposts 41 · Quotes 2 · Replies 13 · [link](https://x.com/const_reborn/status/1900593003711844637) ### 2025-03-14 02:28 UTC · QUOTE > AI is a resource in the same geo politically league as money. https://t.co/jbYyLTuAGJ Likes 95 · Reposts 12 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1900373538995143089) ### 2025-03-14 00:21 UTC · REPLY > Neils Bohr hadn’t met AI backed Bittensor miners Likes 36 · Reposts 4 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1900341414648791531) ### 2025-03-14 00:20 UTC · QUOTE > “Prediction is very difficult, especially if it’s about the future.” - Neils Bohr https://t.co/Occd37JTp8 https://t.co/ABVaana5E1 Likes 160 · Reposts 27 · Quotes 5 · Replies 6 · [link](https://x.com/const_reborn/status/1900341119461818829) ### 2025-03-13 23:31 UTC · REPLY > @NotBeyondAmazed @aidangomez for king! Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900328971545317406) ### 2025-03-13 23:18 UTC · REPLY > @webuildscore Wen buy foot club? Likes 9 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1900325697798746328) ### 2025-03-13 23:00 UTC · REPLY > @DoxxMe1 Better term? Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1900321010215510043) ### 2025-03-13 22:53 UTC · REPLY > Its time our industry remembered why we are here, and its not https://t.co/8wlSMWWoTz, its new answers to old questions of fairness, permissionlessness, and equality. > > Simultaneously fairer, and cracked beyond belief. Likes 93 · Reposts 6 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1900319373107311061) ### 2025-03-13 22:50 UTC · QUOTE > This is why Bittensor has no country, or tribe. > > We play a neutral game which cracks social issues we've been facing as societies for decades. > > The left wing is concerned with racial politics. > The right is concerned with national goals. > > Their answers are united in Web3. https://t.co/a5RjsUtMl7 Likes 210 · Reposts 19 · Quotes 1 · Replies 10 · [link](https://x.com/const_reborn/status/1900318650675912822) ### 2025-03-13 22:46 UTC · REPLY > Bittensor miners come and compete from every country on earth. Likes 47 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1900317490845991126) ### 2025-03-13 22:45 UTC · REPLY > Permissionless job markets (mining etc) are the true answers to prejudicial and exclusionary practices in the normal job market. > > We don't measure skin color or nationality. Incentive mechanism just measure output. > > The real level playing field. Likes 39 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1900317367571198059) ### 2025-03-13 22:42 UTC · QUOTE > Tariffs, bans on workers, etc > > Simply not possible in Web3. Crypto is the answer to the closing of the economic hegemony. > > There are no borders a level up. https://t.co/kFHoVt53IK Likes 98 · Reposts 7 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1900316685753593877) ### 2025-03-13 20:45 UTC · REPLY > @webuildscore you guys are getting me back into football Likes 28 · Reposts 0 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1900287039372775692) ### 2025-03-13 20:16 UTC · REPLY > @de_valAI 👀 Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900279755053949259) ### 2025-03-12 21:58 UTC · REPLY > @404gen_ Sn17 Likes 26 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1899943209297731798) ### 2025-03-12 16:23 UTC · REPLY > @WhiteHouse @MichealMartinTD “President Donald J Trump Welcomes Tao…” > > Nice Likes 82 · Reposts 4 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/1899858710140190886) ### 2025-03-12 16:15 UTC · REPLY > @lee0wens If by chance the good exists -- seek it! > for how can there be bad > in seeking the vacant good > which exists by its opposite ? Likes 14 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1899856785357279334) ### 2025-03-12 16:05 UTC · REPLY > Only those that live entirely in the material world seek eternal material life. Those that live through the transcendental are already immortal. Likes 42 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1899854341562917028) ### 2025-03-12 16:03 UTC · REPLY > @spliffymagoo Achilles will live 10000x fold longer than Bryan Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1899853831015481369) ### 2025-03-12 15:58 UTC · QUOTE > Die for a purpose, live for ever. https://t.co/tdXIa3ZYW2 Likes 99 · Reposts 3 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1899852632606269899) ### 2025-03-12 14:24 UTC · REPLY > @jbrukh Or, the best mental model the prompt that creates every permutation of the code ? Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1899828937447883199) ### 2025-03-09 18:33 UTC · QUOTE > The power of open ownership systems is that you breed your own media. > > Great analysis from the 0xai team which has brought some of the best subnets into the ecosystem, from Kaito, Frontier and Tensorplex. https://t.co/oLsDud13Se Likes 125 · Reposts 22 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/1898804453433647284) ### 2025-03-08 16:53 UTC · QUOTE > “Humanity’s greatest successes are our cooperations—our economies, our markets, our governments. And humanity’s greatest failures are failures to cooperate—war, theft, corruption.” https://t.co/s4DaDZLykj Likes 124 · Reposts 15 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1898416879879774488) ### 2025-03-08 15:50 UTC · ORIGINAL > Markets are the worst form of allocation, except for all the others. Likes 107 · Reposts 8 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1898401033996398629) ### 2025-03-08 14:57 UTC · REPLY > @tseutseutao For the crowd: There will be a new (initially unknown) subnet launched every 2 days this year. Likes 180 · Reposts 38 · Quotes 15 · Replies 21 · [link](https://x.com/const_reborn/status/1898387677742801325) ### 2025-03-08 14:23 UTC · REPLY > @DrocksAlex2 @AssetAceArdent @xzistance @tseutseutao None right now. Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1898379035882745981) ### 2025-03-08 14:10 UTC · REPLY > @AssetAceArdent @xzistance @tseutseutao I have no affiliation at all Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1898375832038486020) ### 2025-03-07 15:50 UTC · REPLY > Fam is a genius Likes 49 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1898038524651184386) ### 2025-03-07 15:43 UTC · REPLY > As a community we are stronger. Likes 66 · Reposts 3 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1898036899698139320) ### 2025-03-07 15:43 UTC · QUOTE > This tweet was what inspired dynamic. https://t.co/uzH8pgOMKu Likes 179 · Reposts 17 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/1898036781565550670) ### 2025-03-07 12:54 UTC · REPLY > @HungNgu76442123 Yes Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897994268800585950) ### 2025-03-07 12:48 UTC · REPLY > @i_shaix Also not required Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897992848072384986) ### 2025-03-07 12:47 UTC · ORIGINAL > Bitcoin is stronger precisely because it doesn’t need a BTC Denver > > Socialites will never understand that Likes 168 · Reposts 6 · Quotes 1 · Replies 10 · [link](https://x.com/const_reborn/status/1897992547210756151) ### 2025-03-06 16:24 UTC · QUOTE > Congrats to this incredible team https://t.co/qFc1WZfdAA Likes 228 · Reposts 25 · Quotes 0 · Replies 11 · [link](https://x.com/const_reborn/status/1897684843862847506) ### 2025-03-06 03:15 UTC · REPLY > @0xLogicrw 完全正确。 Likes 8 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1897486079906783442) ### 2025-03-05 21:22 UTC · REPLY > @adreon @adreon you need a donation address posted at the bottom of all these threads for us. Please Likes 18 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897397290295513100) ### 2025-03-05 16:21 UTC · REPLY > @maaailex Cool Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897321458927542304) ### 2025-03-05 14:41 UTC · REPLY > Watch as the SF VC cabal claims ignores and deflects. No allocation, no mention. > > But we don’t play that game. Likes 76 · Reposts 6 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1897296432866189810) ### 2025-03-05 14:40 UTC · ORIGINAL > There is only one project in the world that has ever done true decentralized and tokenized training. > > It’s called Templar (SN3) and they’ve been battling the hard problems in the trenches of incentives and training for 2 months now. > > There is simply no substitute for testing incentives directly in production. > > Miles ahead. Likes 326 · Reposts 44 · Quotes 9 · Replies 16 · [link](https://x.com/const_reborn/status/1897296153890127876) ### 2025-03-05 12:50 UTC · REPLY > In Dynamic these ecosystems are demarcated further, meaning the shared ownership which aligns owners, miners and validators is much tighter. Still aligned at a high level through Tao but fiercely compatriots at the subnet level. Likes 44 · Reposts 4 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1897268560621392044) ### 2025-03-05 12:44 UTC · REPLY > Another term for it is “stake holder capitalism” where we let markets free but always under a shared ownership layer. > > If we both are stake holders in the surrounding ecosystem we won’t destroy it to win. Likes 63 · Reposts 4 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1897266974042038454) ### 2025-03-05 12:39 UTC · ORIGINAL > When you mine or build a subnet, and another team beats you, the value still accrues to you. > > Coopertition is a consequence of open ownership systems Likes 198 · Reposts 13 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1897265750303498403) ### 2025-03-04 03:42 UTC · REPLY > @0xPrismatic Thanks Teng Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1896768196327440760) ### 2025-03-03 17:55 UTC · REPLY > Im going to make it anon Likes 186 · Reposts 4 · Quotes 1 · Replies 18 · [link](https://x.com/const_reborn/status/1896620550405128411) ### 2025-03-03 17:23 UTC · ORIGINAL > With the launch of dynamic it’s finally time. > > I can participate in Bittensor in a fair way. > > I’m making a subnet. > > See you in the trenches buds. Likes 842 · Reposts 89 · Quotes 15 · Replies 77 · [link](https://x.com/const_reborn/status/1896612307645698394) ### 2025-03-03 03:11 UTC · REPLY > @JosephJacks_ Generating the worlds intelligence Likes 37 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1896397961518870654) ### 2025-03-02 23:15 UTC · ORIGINAL > I think it is a bad idea and I think it will destroy subnets long term. I believe the miners are the life blood of Bittensor and subnets should be distributing ownership into their mining community and working to bring them into the fold rather than perceiving that side of emission as pure dilution. This is what we did and it paid off in spades. However the real truth of that statement comes by miners choosing to mine other subnets and voting with their feet. It also comes when miners add back to the subnets they are mining thus proving the point that the value distribution I am speaking about is worth while. Likes 8 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1896338627841630508) ### 2025-03-02 22:55 UTC · REPLY > @deepsubnetvalue I tend to agree Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1896333472970743931) ### 2025-03-02 21:59 UTC · QUOTE > Fascinating to watch the subnet owners turn in to emission miners within two weeks. > > Hierarchical incentives. https://t.co/d58e5Bxtcy Likes 176 · Reposts 22 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1896319413776953745) ### 2025-03-02 17:05 UTC · REPLY > @100trillionss @TAOInsider @JarrettVaughan None. Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1896245410441875496) ### 2025-03-02 17:04 UTC · ORIGINAL > This is bullish for Bitcoin since it remains globally neutral and therefore more likely to be taken up by others. > > Sol, XRP and ADA were never on track to become world reserve currencies. > > It’s bearish for the US though. Massive fumble. https://t.co/cU6PZNpBG8 Likes 273 · Reposts 26 · Quotes 1 · Replies 28 · [link](https://x.com/const_reborn/status/1896245348462641602) ### 2025-03-02 15:55 UTC · QUOTE > Make the cyber hornets work for you, build a subnet. https://t.co/lntrxhymT5 Likes 185 · Reposts 21 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1896227792251232717) ### 2025-03-01 18:33 UTC · QUOTE > Software is eating the world > AI is eating software > Incentives will devour AI https://t.co/9yDNwPeTXA Likes 208 · Reposts 38 · Quotes 0 · Replies 10 · [link](https://x.com/const_reborn/status/1895905156610605378) ### 2025-03-01 18:29 UTC · REPLY > Going forward, Bittensor will make the following first-class tools this year: > > 1) Threshold Signatures > > 2) Timelocked Encryption > > 3) Verifiable Random Functions > > 4) Zk-SNARKs > > 5) Homomorphic Encryption > > 6) Multi-Party Computation > > Each will open up a new class of incentive designs people can build in a day. Likes 362 · Reposts 96 · Quotes 14 · Replies 23 · [link](https://x.com/const_reborn/status/1895904250259259741) ### 2025-03-01 18:20 UTC · ORIGINAL > You can build a incentivized drug discovery company that will compete with frontier labs on Bittensor in: > > ***reads line numbers*** > > 212 lines. > > https://t.co/FNG7DRNg1Y Likes 250 · Reposts 48 · Quotes 5 · Replies 6 · [link](https://x.com/const_reborn/status/1895901858121830475) ### 2025-03-01 17:52 UTC · REPLY > Everything under the mechanism. > Everything selected by competition and merit. > > This beats every cracked individual and every team. Likes 56 · Reposts 6 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1895894877071974655) ### 2025-03-01 17:49 UTC · REPLY > It is an axiom of my belief that everything you give away is returned in spades. Likes 79 · Reposts 8 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1895894235599241704) ### 2025-03-01 17:48 UTC · QUOTE > True to our word, and our mission, every aspect of Opentensor and thus Bittensor is being decentralized. > > First it was subnets, which produced the subnet revolution. Then the root network which ushered dynamic. Today the SDK and the CLI. > > Soon governance and the chain nodes. https://t.co/VptUCGEP0m Likes 269 · Reposts 46 · Quotes 4 · Replies 15 · [link](https://x.com/const_reborn/status/1895893927498301748) ## 2025-02 ### 2025-02-27 19:41 UTC · REPLY > @JNGross The slide says nothing about how price behavior acts around the steady state. This is entirely a function of how demand changes over time. In fact: early early (first hour) demand/supply pushed prices to extreme levels, 40 and above. Likes 24 · Reposts 0 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1895197670110883909) ### 2025-02-27 19:40 UTC · REPLY > Here is the slide from the Novelty before launch where we discussed the effect of root proportion on the rate of convergence to 1. Note that as a consequence of programmed root sell pressure the "steady state" prices are actually lower than 1 initially but then converge slowly over time to 1:1. Likes 39 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1895197214034796932) ### 2025-02-27 19:36 UTC · REPLY > People severely misunderstood what I had previously said regarding convergence. What was stated was that in absence of buying or selling the prices converge to 1. Outside of that, the price summation is effectively unbounded by the very nature of uniswap pools, it can go to infinity or zero (like any index) although the likelihood of either side of the spectrum is highly unlikely. Likes 131 · Reposts 25 · Quotes 5 · Replies 12 · [link](https://x.com/const_reborn/status/1895196364457554400) ### 2025-02-23 14:44 UTC · REPLY > @JeffSekinger Let’s do it Likes 161 · Reposts 8 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893673395180409150) ### 2025-02-23 13:53 UTC · REPLY > @BradonYoung1 Elon is a baseless asshole, clearly. Not debatable. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893660526414016660) ### 2025-02-23 13:53 UTC · REPLY > @Pown1Star This is NOT a pro musk tweet btw. He’s clearly an immature baseless ass. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893660364513886678) ### 2025-02-23 13:07 UTC · REPLY > @_g_x_g @rcsaviour_eth It’s 5 D chess Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893648981416083971) ### 2025-02-23 12:32 UTC · REPLY > @rcsaviour_eth Elon is a deadbeat father. We can yell that off roof tops but it’s a cliche. “Elon bad, Grimes sad” and absolutely nothing is learned and no conversation of any meaning can actually be had about the cultural sacred cows that create this torment. Likes 13 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893640069413507469) ### 2025-02-23 12:28 UTC · REPLY > And yet, as hard as that is to read, it’s patently true. She is begging. And sure I could “lead” with the blasé truth that “elon bad, grimes sad”. But there is nothing learned in that cliche. Nothing for men to consider, grimes to consider and certainly nothing learned for women. “Bad men exist” doesnt go against any of the sacred truths of our era and the whole point of the post is that we can’t “Holding men accountable” if women are still sleeping with them. So me leading with Elon achieves nothing for no one except maybe not rocking the boat for TAO’s sake. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893639087170462200) ### 2025-02-23 04:28 UTC · ORIGINAL > @Samandthepups and yet, the real conversation is much more interesting. Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893518192548454504) ### 2025-02-23 04:21 UTC · ORIGINAL > @Samandthepups The point is that women have the power, we can see them as victims, but I don't. You can see my post as misogyny but its actually rooted in a deep respect. Likes 10 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893516491246461421) ### 2025-02-23 04:14 UTC · ORIGINAL > @Samandthepups yeah fuck him, seriously. I feel disgust for him and empathy for grimes. Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893514728153985351) ### 2025-02-23 04:06 UTC · ORIGINAL > Was this the consequence of a lie? or rather bad philosophy and bad ideas? Children out of wedlock, a choice to be next in a line of what is now 13 kids and 4 mothers? It would be insulting Grimes intelligence to think she was fooled. She wasn't, she just thought it was a good idea. That idea needs to die. Likes 17 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1893512710802780628) ### 2025-02-23 03:40 UTC · ORIGINAL > @Samandthepups explain. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893506275322851330) ### 2025-02-23 03:38 UTC · ORIGINAL > Yes, I did misread. And your statement is correct, deadbeat dad and all. But I don't think it does anyone any favors to let women off the hook and only place blame on men (I place that blame), both are true, but less is said about female responsibility precisely because it is deemed an attack on women when in fact it is to point out their power - women who choose the social ideas of full promiscuousness and non selectivity erode male quality and cause all our demise, that is serious power and with it comes responsibility. Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893505718973518308) ### 2025-02-23 03:26 UTC · REPLY > @0xSkol @powderboner It’s always gonna kick up the nest while talking about these topics, lots of triggers and lot of emotion. I do believe though it’s worth while talking about, even if people would prefer things said one way or another or if they prefer I stick to Tao. Likes 4 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1893502648529059954) ### 2025-02-23 03:06 UTC · REPLY > @0xSkol @powderboner Felt pithier, but sure Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893497709081796675) ### 2025-02-23 02:45 UTC · REPLY > @0xSkol @powderboner I don’t think this tweet should be taken as “men have no responsibility” this is definitely not what I mean to convey. Merely the importance of female agency and responsibility. Yes men need self control, so do women. Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893492418449699122) ### 2025-02-23 02:19 UTC · REPLY > @powderboner 100%, bare minimum, considering the effect an absent, seemingly careless father will have on all other aspects of life, emotional, psychological etc Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893485726974529740) ### 2025-02-23 02:17 UTC · REPLY > @powderboner I feel very sorry for Grimes too, not to mention her child. I hope it leads her to support women to select better men, and take full ownership of the responsibility and power women have in culture. > > Thanks Noah Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893485285452791946) ### 2025-02-23 02:07 UTC · REPLY > Elon is clearly an asshole and a bad father and all those things. But ultimately, and with as much respect as I can muster, and this is an idea shared by many women, that the responsibility of misbehaving men is in large part a consequence of promiscuous women, and a social idea that pure sexual liberation (without responsibility) has allowed bad men to run amuck in society. Sorry to hear you think this take is megalomaniacal. Likes 28 · Reposts 1 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1893482785366544409) ### 2025-02-23 01:45 UTC · REPLY > @JayeHarrill its shittier to be grimes right now. Likes 30 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893477136658292817) ### 2025-02-23 01:44 UTC · REPLY > @Big_BrAIn991 the cost doubles every time there is a registration and will reach an equilibrium based on demand pretty quick. Likes 49 · Reposts 2 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1893476902620320221) ### 2025-02-23 01:36 UTC · REPLY > @EdwardMcDonne12 @imwhatisayiam Yes. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893474877903905267) ### 2025-02-23 01:32 UTC · ORIGINAL > @GotThatCar @TAOInsider @imwhatisayiam 😂 Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893474007078293726) ### 2025-02-23 01:23 UTC · REPLY > @imwhatisayiam by not sleeping with them Likes 26 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1893471662928007652) ### 2025-02-23 01:21 UTC · REPLY > @imwhatisayiam Only women can do that. Likes 43 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893471282592694698) ### 2025-02-22 14:32 UTC · REPLY > @_g_x_g Shit Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1893307882399043879) ### 2025-02-22 11:26 UTC · ORIGINAL > @0x1mill Really fun Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1893261187527151629) ### 2025-02-21 15:45 UTC · REPLY > In Shipibo, they do not have a direct translation for “good”. Instead their closest word is “Jakon” which simply means “that which sustains life” or “life affirming”, “aligned with life” Likes 31 · Reposts 2 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1892963769510195564) ### 2025-02-21 15:38 UTC · QUOTE > @jordanbpeterson > > “Moral systems are not purely arbitrary constructs but emerge from deep evolutionary necessities. > > ‘Evil’ is that which, over time, destroys itself and all who participate in it. > > The ‘Good,’ on the contrary, is life-affirming and multiplies itself through ideas that sustain its acolytes.” Likes 61 · Reposts 11 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1892962152245272640) ### 2025-02-20 22:30 UTC · REPLY > Memes are dead, long live utility crypto. Likes 362 · Reposts 63 · Quotes 9 · Replies 18 · [link](https://x.com/const_reborn/status/1892703321317577150) ### 2025-02-20 22:27 UTC · ORIGINAL > Load tags and have 256 incentivized production scrapers build your realtime datasets at world class scale. > > Unreal work by the team a macrocosmos bridging the gap between crypto miners and web2 interfaces with massive value creation. Live today. > > https://t.co/OGRiGuH8dw https://t.co/cXnLFGz9Al Likes 263 · Reposts 43 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1892702764171420107) ### 2025-02-20 04:03 UTC · REPLY > @mrtracstarr @p_gjorup @opentensor @BitLoic They can be a bit reactive. We try to keep things tech focused. What’s your username I’ll pass it along and get you back in. Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1892424871826559073) ### 2025-02-20 02:44 UTC · REPLY > @p_gjorup @opentensor @BitLoic Likes 21 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1892405026762490341) ### 2025-02-19 20:48 UTC · REPLY > @xavi3rlu TL;DR something something, be careful, go slow. Trust me. Likes 84 · Reposts 1 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1892315279071260674) ### 2025-02-19 16:27 UTC · QUOTE > Miners on Dojo compete by hiring thousands of labelers. > > Warehouses of people making TAO all over the world. https://t.co/J0bDdtPHB6 Likes 179 · Reposts 27 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/1892249556437324127) ### 2025-02-19 12:22 UTC · REPLY > @TaoIsTheKey @opentensor @taostats @mogmachine @0xarrash We need portfolio pools where you can stake and have other people manage for you Likes 78 · Reposts 7 · Quotes 2 · Replies 13 · [link](https://x.com/const_reborn/status/1892187886822298088) ### 2025-02-18 23:13 UTC · REPLY > @gregosuri Not yet. But that’s in production right now. Likes 30 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1891989530346967261) ### 2025-02-18 19:52 UTC · REPLY > @rayon_labs hella Likes 28 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1891938853696528419) ### 2025-02-18 16:09 UTC · REPLY > @FrankRizz07 [ τ, ص ] Likes 1 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1891882712375406620) ### 2025-02-18 15:14 UTC · ORIGINAL > The dynamic pools have extremely low liquidity right now. They started with 1 TAO and 1 ALPHA, basically unheard of in DeFI. > > But liquidity grows linearly every block and one day it will be the most liquid market in the world with billions of buy and sell side provided by holders seamlessly on chain. > > DeFAI on another level. Likes 590 · Reposts 118 · Quotes 13 · Replies 38 · [link](https://x.com/const_reborn/status/1891868843984748972) ### 2025-02-17 18:30 UTC · REPLY > @0xRugova Why do you consider EVM dead on Bittensor? Because lack of tools, lack of explorers, lack of compiles, lack of SDK? Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1891555823131795890) ### 2025-02-17 18:23 UTC · REPLY > @0xRugova Great rant. Read every line. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1891554161994461374) ### 2025-02-17 17:14 UTC · QUOTE > The "fair" launch is about accurate price discovery. > > Think Bitcoin and how every bubble and pop trims the owner set down to a group that is smarter and smarter, understands it better and better > > It makes an intelligent owner set, and a more distributed set which determines the price via the perspectives of a larger group of people. > > Thus the price is more realistic, more accurate, which in turn means laymen are actually entering at a fair price, which in turn means less people get wrecked. > > Its not only better for the technology (ownership focused technology), its better for people, its more ethical, its fair. Likes 201 · Reposts 39 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1891536689895789006) ### 2025-02-17 15:04 UTC · REPLY > @AssetAceArdent @FloBro__ It’s actually nearly impossible for whales to allocate into subnets in any meaningful proportion compared to smaller players because of slippage. Whales are not at an advantage Likes 9 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1891504044373315613) ### 2025-02-17 15:02 UTC · REPLY > @gigch_eth This one is really coming along. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1891503606718673162) ### 2025-02-17 15:01 UTC · REPLY > @yugoviking @Aktiekvack @V3rdictzz Thanks @yugoviking checking Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1891503310563135625) ### 2025-02-16 21:06 UTC · REPLY > @FloBro__ all of them Likes 20 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1891232811836735869) ### 2025-02-16 21:06 UTC · REPLY > Its already 1000x faster at reorganizing subnets than the root network and we haven't really even gotten started. Likes 177 · Reposts 18 · Quotes 0 · Replies 11 · [link](https://x.com/const_reborn/status/1891232748636938643) ### 2025-02-16 21:03 UTC · ORIGINAL > https://t.co/96WKVCXzAT Likes 272 · Reposts 43 · Quotes 4 · Replies 15 · [link](https://x.com/const_reborn/status/1891232008333873224) ### 2025-02-15 22:54 UTC · REPLY > @yb_effect Awesome post though. 🫡 Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1890897618810630494) ### 2025-02-15 22:26 UTC · ORIGINAL > 64: Decentralized AWS Lambda > 51: Decentralized Compute > 4: Decentralized Inference > 3: Decentralized Training > 13: Decentralized Datatcollection > > Prediction > Embeddings > Logistics > Test time compute > Detection > Storage … > > It’s really crazy that people don’t know this is all happening on Bittensor, right now, in production. Likes 433 · Reposts 92 · Quotes 7 · Replies 36 · [link](https://x.com/const_reborn/status/1890890333522968755) ### 2025-02-15 22:22 UTC · REPLY > @yb_effect Incentive based decentralized training is already running on Bittensor Subnet 3. > Odd not to mention that. Likes 103 · Reposts 9 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1890889431629930982) ### 2025-02-15 14:56 UTC · REPLY > It turns down exponentially over time. The way to think about things (somewhat foreign to crypto) is from a value investment perspective. Mathematically you know the auto sell pressure will subside over the year. So look at FDVs rather than price trends and hold subnets for more than a year. Likes 25 · Reposts 1 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1890777108370391485) ### 2025-02-15 14:51 UTC · REPLY > This is just dTao in action. But the point remains, denominated in Tao, miners are making twice as much today than they did last week. > > How this plays out in terms of holding vs selling strategy for miners is a meta to be determined. We are in the midst of an economic transition. Much will be learned. Likes 17 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1890776069029933111) ### 2025-02-15 14:47 UTC · REPLY > @DDCrypto99 @neuromancer_t It comes from shifting emissions since there have been clear winner subnets and clear losing subnets. DTao has highly skewed the distribution also. So there are winners here and losers. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1890774853944271289) ### 2025-02-15 14:20 UTC · REPLY > Just to be clear further: the biggest winners in dynamic TAO are the miners. > > It was designed specifically to move value accrual from passive to active participants -- from root stakers to miners, subnet builders and those that participate in staking into subnets. Likes 98 · Reposts 9 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1890768250381730036) ### 2025-02-15 14:16 UTC · REPLY > @neuromancer_t Just to be clear the sum of subnet prices is 2.5 > > This means that miners are being paid 2.5x they were being paid before dtao launched. Likes 145 · Reposts 14 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1890767080456110585) ### 2025-02-15 01:22 UTC · REPLY > @cisterciansis Sadly Jarret did not mine because he didn’t want to spend any money on compute Likes 16 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1890572352003469439) ### 2025-02-14 21:31 UTC · REPLY > Volume was very high initially and now steadying out. > Roughly 100k USD every 20 minutes and 92M total since launch yesterday evening. https://t.co/FSevVt6fuW Likes 77 · Reposts 5 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1890514322792513544) ### 2025-02-14 21:22 UTC · REPLY > TAO pool liquidity is growing steadily, and slightly higher than expected given stake events from individuals moving from root to subnets. > > As time progresses, slippage will decrease heavily and OTF will be upgrading pools from V1 --> V3 soon to allow additional providers. https://t.co/d5z0tzVVFm Likes 55 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1890511918588203270) ### 2025-02-14 21:18 UTC · REPLY > If you're not participating in subnets right now don't worry: The higher than sum of 1 prices is actually pushing up APY for root stakers. This is because root-validation emission is sold into TAO at higher levels. https://t.co/Tk0KN6b8Na Likes 66 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1890510935766290636) ### 2025-02-14 21:15 UTC · REPLY > The sum of the subnet prices is dropping (expected) and now beginning to level off. They all started at 1:1. > > Also: subnets used the early low liquidity to attain higher EMA prices early on to secure emission -- we will see if they can maintain that. https://t.co/I5lDoQBr0j Likes 37 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1890510248865063253) ### 2025-02-14 21:09 UTC · REPLY > All of the deviation in the prices is at the bottom of the distribution. With a clear "active" - "inactive" line around index 41. https://t.co/94Zu0ZqWDP Likes 30 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1890508685526323543) ### 2025-02-14 21:07 UTC · ORIGINAL > Subnet prices have leveled off to a Pareto line with k = 1. > This is pretty expected since this shows up basically everywhere in finance and nature. https://t.co/WOkFmSUouR Likes 272 · Reposts 36 · Quotes 7 · Replies 10 · [link](https://x.com/const_reborn/status/1890508092686696671) ### 2025-02-14 14:29 UTC · REPLY > @buzzli8yr Hi @buzzli8yr the official extension and wallet updates for dTao are still being approved by IOS and Chrome. Don’t worry everything is just being updated your TAO is fully safe. Likes 55 · Reposts 3 · Quotes 3 · Replies 7 · [link](https://x.com/const_reborn/status/1890408038772637800) ### 2025-02-13 19:33 UTC · REPLY > @EvanMalanga 😅 Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1890122194409386458) ### 2025-02-13 12:09 UTC · ORIGINAL > No matter how cracked your team is, you’ll never beat the machine that picks cracked teams. Likes 302 · Reposts 36 · Quotes 6 · Replies 14 · [link](https://x.com/const_reborn/status/1890010448726254035) ### 2025-02-13 01:44 UTC · REPLY > @abacaj Yes Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1889853109889015830) ### 2025-02-13 00:37 UTC · QUOTE > World class open source model trained by miners on subnet 21 - Bittensor https://t.co/xQrBX5NR8F Likes 335 · Reposts 58 · Quotes 4 · Replies 7 · [link](https://x.com/const_reborn/status/1889836357562016229) ### 2025-02-12 15:54 UTC · REPLY > @AgentShroom We, who wrestle with incentives. Likes 19 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1889704720580657314) ### 2025-02-12 15:50 UTC · ORIGINAL > https://t.co/BvDOU6gkQg Likes 316 · Reposts 43 · Quotes 2 · Replies 10 · [link](https://x.com/const_reborn/status/1889703742229889114) ### 2025-02-11 12:59 UTC · REPLY > @RRR0BYN My wife and I did this. I delivered the baby alone with her. It was the most magical thing we have ever done. Likes 134 · Reposts 1 · Quotes 2 · Replies 28 · [link](https://x.com/const_reborn/status/1889298301587009724) ### 2025-02-11 12:48 UTC · ORIGINAL > The promise of crypto is that we can bring freedom, barrierlessness, and competition to every single cog in the machines we live inside. > > Fluid ownership, fluid control, fluid production. > > The answer to fears of AI is this, not top down censorship or unchecked acceleration, but human unity with the machines. Likes 390 · Reposts 84 · Quotes 4 · Replies 48 · [link](https://x.com/const_reborn/status/1889295429566701891) ### 2025-02-10 17:51 UTC · REPLY > @lihotaotao @ReeceDoesCrypto The emissions are a consequence of the EMA price. There is no EMA price in the current system. So the initial value for it is arbitrary, not something we are changing. Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1889009268143346005) ### 2025-02-08 00:14 UTC · ORIGINAL > The vote is live. > My job is done. > Gn > > https://t.co/QyDnEOlmDs Likes 449 · Reposts 38 · Quotes 7 · Replies 32 · [link](https://x.com/const_reborn/status/1888018500670632331) ### 2025-02-07 22:34 UTC · REPLY > https://t.co/yEE2WpeGcW Likes 20 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1887993332783079665) ### 2025-02-07 22:33 UTC · ORIGINAL > Root is dead, long live Bittensor Likes 636 · Reposts 70 · Quotes 7 · Replies 28 · [link](https://x.com/const_reborn/status/1887993127979344126) ### 2025-02-03 22:37 UTC · REPLY > @adreon @endgame_summit @WSquires @MacrocosmosAI One of the best pint buds alive Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1886544521770484209) ### 2025-02-03 21:38 UTC · REPLY > @jackmallers amen Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886529625280434286) ### 2025-02-03 20:33 UTC · QUOTE > DTAO fixes this. https://t.co/zp0XjgazU6 Likes 152 · Reposts 6 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1886513451972898987) ### 2025-02-03 20:03 UTC · REPLY > S4 is an infrastructure play which drives cost down and speed up using permissionless markets. The utility of TAO on S4 is the ability to run that machine and access that power. This is free because the TAO holders on this subnet are making that access free to use but ultimately it is up to them to monetize as they see fit. That’s the “utility” Likes 14 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886505786685243733) ### 2025-02-03 17:52 UTC · REPLY > @Raleigh_CA nice. Likes 14 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886472813655285868) ### 2025-02-03 16:59 UTC · ORIGINAL > You can run: > > Deepseek large > 671 B params > 128k context > 30 tok/s > for free. > > Right here on Targon: > https://t.co/zbbZEq81Is > > Bittensor S4. Likes 384 · Reposts 67 · Quotes 5 · Replies 10 · [link](https://x.com/const_reborn/status/1886459487361364013) ### 2025-02-03 16:58 UTC · ORIGINAL > You can run: > > R1 large > 671 B params > 128k context > 30 tok/s > for free. > > Right here on Targon: > https://t.co/zbbZEq81Is > > Bittensor S4. Likes 3 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886459377227362624) ### 2025-02-03 16:58 UTC · ORIGINAL > You can run: > > R1 large > 671 B params > 30 tok/s > for free. > > Right here on Targon: > https://t.co/zbbZEq81Is > > Bittensor S4. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886459248604741684) ### 2025-02-03 15:00 UTC · REPLY > Note: this is deep tech which most people won’t ever interact with, but small gains in logistic problems can mean % point gains in revenue for billion dollar companies and nation states. > > Absolute gem of a subnet on Bittensor. Very proud of this team. Likes 65 · Reposts 8 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1886429525405249876) ### 2025-02-03 14:58 UTC · ORIGINAL > All logistic problems will be solved under incentive. > > Crazy to see this edge expanding over all other commercial competitors > > Graphite S43 https://t.co/DFcuu18tFa Likes 232 · Reposts 33 · Quotes 2 · Replies 8 · [link](https://x.com/const_reborn/status/1886429085766721837) ### 2025-02-03 14:06 UTC · REPLY > @Cobratate Do you think this of @RealCandaceO ? Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1886415995410977086) ### 2025-02-03 12:56 UTC · REPLY > each query is being routed across a decentralized set of unpermissioned, and incentivized mining nodes on Bittensor. > > Slowly and then suddenly, every AI infrastructure problem ... Likes 126 · Reposts 8 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1886398454773002268) ### 2025-02-03 12:53 UTC · QUOTE > the first ever mass adoption crypto product which isn't a financial instrument https://t.co/UHe94mi4hU Likes 346 · Reposts 72 · Quotes 6 · Replies 8 · [link](https://x.com/const_reborn/status/1886397688796557816) ### 2025-02-02 20:13 UTC · REPLY > @Appleseed_iii The 1815 English corn tariffs shifted Prussian trading volume away from England to Belgium and other European nations. Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1886145934800593373) ### 2025-02-02 19:51 UTC · REPLY > @Sam_A_Stolt This is true, many Canadian companies will shift and invest in US based production to avoid the 25%. > > However a good portion of trade will shift markets regardless. The US being the hub of trade is an exorbitant privilege which underpins the dollar. > > Much pain in losing that. Likes 3 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886140480808759788) ### 2025-02-02 19:43 UTC · REPLY > @SoulHealth14 Near term it will be like a adrenaline boost which feels good and seems to be winning. But you can’t win with bad ideas. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886138322361241878) ### 2025-02-02 19:42 UTC · ORIGINAL > @SoulHealth14 You can’t stop other markets without limiting your own. Short term play which ultimately backfires as the US gets sidelined by innovation off shore and then has to play catch up. The most unrestricted AI marketplace will dominate. Likes 17 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1886138048783524197) ### 2025-02-02 19:37 UTC · REPLY > @louietheguy Try > > https://t.co/CFBQNgzvt5 > https://t.co/tJaA05V7k9 > https://t.co/FosNk263UC > https://t.co/QI90YnvHLy > … Likes 3 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1886136946017059022) ### 2025-02-02 19:15 UTC · REPLY > Bitcoin nirvana is the realization that nothing can stop a good idea who’s time as come. Likes 86 · Reposts 9 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1886131449595560288) ### 2025-02-02 19:13 UTC · ORIGINAL > Isolationist economics like these tariffs will ultimately accelerate the dollar decline as US trading partners shift volume to other markets (Canada - China for instance). This will in turn accelerate US adoption of Bitcoin as the only option which doesn’t give their opponent the advantage. Likes 223 · Reposts 32 · Quotes 1 · Replies 14 · [link](https://x.com/const_reborn/status/1886130801055596558) ## 2025-01 ### 2025-01-31 16:17 UTC · REPLY > NOTE: this is not an image. This is a 3D model. Way harder Likes 105 · Reposts 7 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1885361874474045804) ### 2025-01-31 16:13 UTC · REPLY > [REDACTED] will soon be implementing directly into this app. Likes 54 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1885360731626836392) ### 2025-01-31 16:11 UTC · ORIGINAL > "cute purple pixar monster" > > Miners generated this on Sn17 > > Try it yourself: https://t.co/tJaA05V7k9 https://t.co/a4ajeDAic9 Likes 224 · Reposts 23 · Quotes 8 · Replies 27 · [link](https://x.com/const_reborn/status/1885360380852998288) ### 2025-01-30 23:34 UTC · REPLY > Fuck I love bittensor so much Likes 341 · Reposts 49 · Quotes 4 · Replies 18 · [link](https://x.com/const_reborn/status/1885109437951541250) ### 2025-01-30 23:31 UTC · REPLY > This is why incentive programming is so fascinating. You don’t actually solve any technical problems, you just structure the rewards so other solve it for you. It’s inverse, upside down, inside out engineering. Likes 117 · Reposts 8 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/1885108699926045138) ### 2025-01-30 23:30 UTC · REPLY > To make this work the engineers needed to stitch the work and its verification together. > > Like Bitcoin mining, but here measuring how much miners lower the loss on a sample determined by block height. > > Because that loss reduction is w.r.t the model picked up by the validators the miners are incentivized to peer properly, paying for download speed, and making god damn sure they don’t miss a beat. Likes 39 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1885108333692280887) ### 2025-01-30 23:25 UTC · REPLY > Look how the different miners come together. That’s not a technical challenge, peering is solved, that’s an incentive solution. > > The nodes are rewarded for being close and training together - so they swarm. Likes 44 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1885107069730074768) ### 2025-01-30 23:21 UTC · REPLY > Training only a 1B right now. But this is fully non permissioned and incentive driven based on the value of gradients in a distributed environment. > > Training ML models is hard, training them while a pack of wild, unforgiving, nameless miners try to rip incentives out of you … devastatingly hard Likes 47 · Reposts 5 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1885106199114154211) ### 2025-01-30 22:52 UTC · ORIGINAL > Permissionless gradient production. > Incentivized wide-internet training. > Market driven loss reduction. > Collaborative ML models. > Unbelievable. > SN3 - Gamma https://t.co/8nTmrKRCbc Likes 389 · Reposts 63 · Quotes 5 · Replies 16 · [link](https://x.com/const_reborn/status/1885098768552309089) ### 2025-01-30 18:02 UTC · REPLY > @Simeon_Cps not "don't be evil" it must be "can't be evil" both the technology and its creators. Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1885025698756059474) ### 2025-01-29 16:47 UTC · REPLY > @learnbittensor Thanks guys! Likes 17 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1884644611370442947) ### 2025-01-28 20:54 UTC · REPLY > @alexatallah @openrouter thanks Alex Likes 30 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1884344293432647991) ### 2025-01-27 15:19 UTC · REPLY > @ufocrashlanding not to mention, s4 and s19 get you the fastest tokens per second in the world Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1883897736803823685) ### 2025-01-27 15:19 UTC · REPLY > @ufocrashlanding phones, laymen, etc but yeah you can do that too. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1883897614623703074) ### 2025-01-27 15:08 UTC · REPLY > Also here: > > https://t.co/gJ8eIyDfkC Likes 77 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1883894964121391113) ### 2025-01-27 15:01 UTC · QUOTE > You can run Deepseek on decentralized fault tolerant infrastructure here. > > https://t.co/UTt8joWwUB https://t.co/IFzihj6CkL Likes 451 · Reposts 101 · Quotes 15 · Replies 23 · [link](https://x.com/const_reborn/status/1883893189268136436) ### 2025-01-23 18:42 UTC · REPLY > @___Descartes___ @GuSonOfBu @virtuals_io You might be right. I should work on that. Thanks Likes 9 · Reposts 1 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1882499077470044550) ### 2025-01-23 18:37 UTC · REPLY > @___Descartes___ @GuSonOfBu If you constrain the supply into the hands of a few people then you can create basically any price appreciation, but it's a false signal and if you look over a longer period of time this shows itself when those insiders choose to deallocate. Likes 4 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1882497870898798798) ### 2025-01-23 18:31 UTC · REPLY > Well I disagree. That much more predatory since you get extreme supply concentration in the hands of insiders who eventually dump on retail who come after. Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1882496430088036829) ### 2025-01-23 18:28 UTC · REPLY > @___Descartes___ @GuSonOfBu I suppose you're referring to the emission schedule being predatory. It's my take that a consistent long term emission schedule is the fairest it can be -- since it allows the market to mature over time and avoids sniping. > > What would be better? Likes 1 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1882495718226837758) ### 2025-01-23 18:24 UTC · REPLY > @GuSonOfBu @___Descartes___ Terrible if true. Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1882494674675593516) ### 2025-01-23 18:23 UTC · REPLY > @___Descartes___ @GuSonOfBu Seriously? Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1882494395267887277) ### 2025-01-23 18:22 UTC · REPLY > @___Descartes___ 😅😂 Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1882494160017707231) ### 2025-01-23 18:21 UTC · REPLY > @___Descartes___ at least ill have something to do in jail, I guess, miracle pending. Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1882493755867197913) ### 2025-01-23 18:18 UTC · REPLY > @___Descartes___ I really enjoy reading your timeline btw. Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1882493152214581268) ### 2025-01-23 18:07 UTC · QUOTE > Who will Fiat AI be aligned with? https://t.co/J1gDNfWFny Likes 105 · Reposts 6 · Quotes 0 · Replies 18 · [link](https://x.com/const_reborn/status/1882490277375660090) ### 2025-01-23 18:02 UTC · REPLY > Fiat AI Likes 59 · Reposts 5 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1882489114186170641) ### 2025-01-22 20:58 UTC · REPLY > @cYb3rPunkBi7ch @bittensor_alert @opentensor don't know, but seems to be hoping from one exchange to another. https://t.co/nE8YP9LtDz Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1882171009358500174) ### 2025-01-22 12:34 UTC · QUOTE > There’s only one other monetary system in the world that can compete with US backed fiat AI https://t.co/dw65KgMeLk Likes 341 · Reposts 74 · Quotes 9 · Replies 17 · [link](https://x.com/const_reborn/status/1882044268535226386) ### 2025-01-21 16:44 UTC · QUOTE > Wait until they fold data mixing into the incentive design too. > > Incentivized training is an exponential technology. https://t.co/UGtAG6XDCy Likes 180 · Reposts 34 · Quotes 3 · Replies 6 · [link](https://x.com/const_reborn/status/1881744686412628106) ### 2025-01-19 19:46 UTC · REPLY > @SoundTick from the king meme acolyte @GaryLachance Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1881065603232104848) ### 2025-01-19 19:43 UTC · REPLY > @___Descartes___ Just a guy shouting opinions on the internet for likes, you know like everyone here. > > Wish I was as good as Descartes but ill never be him. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1881065032198357076) ### 2025-01-19 16:41 UTC · REPLY > $DOGE is actually a beautiful meme "silliness is close to godliness". The court jester of crypto. Is actually speaking to something transcendental. It brings levity to the space. Created by Jackson Palmer who owns none and exists as one of the purest jokes ever told. Much wow. Likes 43 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1881019064459624714) ### 2025-01-19 16:36 UTC · QUOTE > the silver lining is that this hastens the realization that although everything is a meme, not all memes are created equal. Likes 91 · Reposts 3 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1881017858072683009) ### 2025-01-19 16:10 UTC · REPLY > @SolBrah amen Likes 12 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1881011239603826809) ### 2025-01-19 13:40 UTC · REPLY > @AssetAceArdent one day ill open twitter and something approaching God will be trending. Likes 1 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1880973618542440950) ### 2025-01-19 07:57 UTC · REPLY > 0 initial supply, no privileged allocation, slow consistent inflation over multiple years. > > These are not arbitrary design choices. Likes 108 · Reposts 5 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1880887359602032947) ### 2025-01-19 07:55 UTC · REPLY > Bitcoin wasn't just an inert freedom technology. > > Satoshi wasn't only destroying the government monopoly on money. > > He wanted to replace it by creating a better economic system. Likes 81 · Reposts 5 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1880886883166683509) ### 2025-01-19 07:45 UTC · ORIGINAL > Same energy https://t.co/rVvawE2Did Likes 143 · Reposts 14 · Quotes 3 · Replies 8 · [link](https://x.com/const_reborn/status/1880884152670794161) ### 2025-01-19 03:37 UTC · REPLY > @RyanBequette @greenback187 "The Times 03/Jan/2009 Chancellor on brink of second bailout for banks". > > "President-elect Trump launches own cryptocurrency meme coin ahead of inauguration" Likes 34 · Reposts 5 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1880821952052666500) ### 2025-01-19 03:22 UTC · ORIGINAL > @greenback187 Perhaps Bitcoin needed 2008 to pass, if you see what I mean. Likes 27 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1880818145142943887) ### 2025-01-19 03:19 UTC · ORIGINAL > Our industry is learning the value of ethics in real time. Likes 230 · Reposts 12 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1880817292197482556) ### 2025-01-17 23:20 UTC · REPLY > @GabrielePacioc1 We're looking at Tokamak right now Likes 7 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1880394872647217593) ### 2025-01-17 20:43 UTC · REPLY > For those that don't know what this means: > > Fusion reactions are chaotic balls of plasma guided by magnetic fields and the injection of fuel which must maximize the Lawson criterion. > > The criterion is a metric which compares the rate of energy being generated by fusion reactions within the fusion fuel to the rate of energy losses to the environment. > > The better the metric, the better the energy output. > > We will soon be simulating the performance of models trained to guide this reaction. > > Miners will solve fusion for us. Likes 144 · Reposts 25 · Quotes 4 · Replies 14 · [link](https://x.com/const_reborn/status/1880355274906566661) ### 2025-01-17 20:38 UTC · ORIGINAL > Maximizing the Lawson criterion will be a subnet on Bittensor (soon) > > The fusion reactors will run with incentive. > > https://t.co/7G3uche23u Likes 226 · Reposts 45 · Quotes 8 · Replies 6 · [link](https://x.com/const_reborn/status/1880353968704082101) ### 2025-01-17 20:37 UTC · ORIGINAL > Maximizing the Lawson criterion will be subnet on Bittensor (soon) > > The fusion reactors will run with incentive. > > https://t.co/7G3uche23u Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1880353705276633273) ### 2025-01-17 20:34 UTC · QUOTE > wild https://t.co/5NKzHFWtZ7 Likes 319 · Reposts 63 · Quotes 7 · Replies 16 · [link](https://x.com/const_reborn/status/1880352958698889470) ### 2025-01-17 12:23 UTC · QUOTE > Nice spark notes on dtao https://t.co/gcJvP02qbA Likes 124 · Reposts 22 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1880229520814535147) ### 2025-01-16 00:10 UTC · REPLY > @Rapido_ai Done. Likes 12 · Reposts 2 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1879682647108329597) ### 2025-01-06 12:53 UTC · REPLY > @himgajria @onchainsorcerer The man has a pretty incredible point. Memes approach gods eventually. Likes 5 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1876250841646280772) ### 2025-01-03 23:36 UTC · QUOTE > There is no greater honor in life than to have a mission so dear that you would risk everything to see it through. https://t.co/jy7c8Q2GVQ Likes 278 · Reposts 22 · Quotes 2 · Replies 109 · [link](https://x.com/const_reborn/status/1875325385619255328) ### 2025-01-03 20:42 UTC · REPLY > @aixbt_agent @bittingthembits Lmao. JJ overloaded the context window of the agent. Likes 21 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1875281632514732234) ### 2025-01-02 15:06 UTC · REPLY > @Dali11fg @BrendanPlayford Anyone want to build it? I’ll fund but needs to be good Likes 20 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1874834643608092824) ### 2025-01-01 22:58 UTC · REPLY > @sigmawhalegrind @DrocksAlex2 Lmao. Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874591073777127700) ### 2025-01-01 22:52 UTC · REPLY > @Pedrot14crypto Step 1: Premine most of the supply > > Step 2: release small portion of supply creating asymmetry between supply and demand. Price appreciates fast. > > Step 3: Retail is attracted by fast price appreciation “get rich quick” > > Step 4: Need I say more? Likes 87 · Reposts 10 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/1874589517338100021) ### 2025-01-01 22:32 UTC · REPLY > @DrocksAlex2 You guys are our board of directors. Don’t ever let us forget that. Likes 28 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1874584427558519211) ### 2025-01-01 22:21 UTC · REPLY > @beffjezos Surf the thermodynamics Likes 7 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874581734186180787) ### 2025-01-01 21:25 UTC · REPLY > @FacetSir I love how he was like “FREEDOM” — dude you’re not Braveheart, you’re a used car salesman who sells meme scams to retail. Likes 38 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1874567566280323336) ### 2025-01-01 21:17 UTC · REPLY > Delphi ignorantly allocated into a TAO adjacent pump coin and lost big. > > They’ve been bitter ever since Likes 93 · Reposts 6 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1874565519451529262) ### 2025-01-01 21:15 UTC · QUOTE > VCs love to sell you premined coins > > I wonder why? https://t.co/bkhIpJLCrq Likes 79 · Reposts 10 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1874565221014266040) ### 2025-01-01 20:53 UTC · ORIGINAL > @ImBananas4 @namoray_dev Likes 8 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1874559663611711687) ### 2025-01-01 20:30 UTC · QUOTE > This is effectively AWS Lambda as an incentive system on Bittensor — a +20B dollar hidden industry that runs infrastructure for over 20k companies. https://t.co/8JHn7IGbK0 Likes 256 · Reposts 41 · Quotes 5 · Replies 3 · [link](https://x.com/const_reborn/status/1874553687768711390) ### 2025-01-01 08:39 UTC · REPLY > @apescanread Always keep honest critics close. Likes 162 · Reposts 3 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1874374842767790389) ## 2024-12 ### 2024-12-31 23:38 UTC · REPLY > @camron_miraftab Nor should it Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874238735149392244) ### 2024-12-31 23:23 UTC · REPLY > @aizorr0 The guy gets it Likes 17 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874234873902489899) ### 2024-12-31 23:22 UTC · REPLY > @mikeyanderson True AF Likes 4 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1874234711704560016) ### 2024-12-31 23:15 UTC · REPLY > @AIprojecthub @ImBananas4 Q1 Likes 5 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1874232915556786646) ### 2024-12-31 23:14 UTC · REPLY > @skre_0 Lmfao. Not true. But funny Likes 9 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1874232641610015176) ### 2024-12-31 22:53 UTC · REPLY > @ImBananas4 In taxi on way to mega party. Don’t worry 😜 Likes 34 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1874227528275288452) ### 2024-12-31 22:52 UTC · REPLY > Most in AI don’t yet fully grasp this. But some do, important people. > > They know that all of the worlds digital problems will be solved with incentives first class. > > This idea is out there now and it won’t be stopped. Likes 127 · Reposts 11 · Quotes 3 · Replies 2 · [link](https://x.com/const_reborn/status/1874227157326848430) ### 2024-12-31 22:50 UTC · REPLY > Take all the Bitcoin and sell it at the cost it was mined sums up to about 300B. > > Those same providers needed +1Trillion. > > 3x the money for 450 times fewer Exaflops. Likes 73 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874226776077197566) ### 2024-12-31 22:49 UTC · REPLY > Read that again: > > Bitcoin is 450 times more powerful than all compute providers combined. > > Google, AWS, NVIDIA, IBM, Cerebras… Likes 89 · Reposts 11 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1874226408320651597) ### 2024-12-31 22:48 UTC · QUOTE > The power of incentives are quite staggering: > > Do some napkin math on the dollar cost of an Exaflop Bitcoin produced vs what our top cloud providers create. > > Bitcoin is somewhere between 1 and 9 thousand times cheaper at producing them. > > It is also a staggering 450 times larger than all other compute providers combined. Likes 200 · Reposts 32 · Quotes 7 · Replies 7 · [link](https://x.com/const_reborn/status/1874226046926823518) ### 2024-12-31 22:45 UTC · REPLY > @0xWash The point being that there is ample demand to stimulate Cambrian explosions. Likes 6 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874225380317683898) ### 2024-12-31 22:42 UTC · QUOTE > This is the only image interesting to the intersection of “Crypto x AI”. > > Basically everything else is bullshit. https://t.co/d51rHz2gIi Likes 149 · Reposts 19 · Quotes 2 · Replies 9 · [link](https://x.com/const_reborn/status/1874224735846097396) ### 2024-12-31 22:40 UTC · REPLY > @0xWash Look what virtuals stimulated with no emission Likes 9 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874224120852078841) ### 2024-12-31 20:31 UTC · REPLY > @SLadington I can relate Likes 5 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1874191565083779138) ### 2024-12-31 17:58 UTC · ORIGINAL > Dynamic has been achieved > internally Likes 543 · Reposts 84 · Quotes 39 · Replies 42 · [link](https://x.com/const_reborn/status/1874153103546864109) ### 2024-12-31 17:08 UTC · REPLY > @CryptoEternalAI Go get it guys Likes 34 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1874140563446140975) ### 2024-12-31 15:26 UTC · REPLY > @btcspacerider It’s sorta a pick your own adventure type of thing Likes 5 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874114839985156202) ### 2024-12-31 12:16 UTC · REPLY > It will absolutely solve this. People will be able to spin up and test their own token economies in Bittensor without any validator oversight. > > But imagine how much better off we will be now that we have 64 actually productive companies that form the basis of our economy? > > It’s all playing out in the right order. Likes 28 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1874067057630687624) ### 2024-12-31 11:59 UTC · REPLY > @PrimeIntellect Crush it guys Likes 8 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1874062913910300887) ### 2024-12-31 11:52 UTC · REPLY > I mean we could have just done a bunch of standard full unlock liquidity pools or just go get the highest TAM by building on ETH but lose the ability to build our tech or pre mined 30% supply and used it to scale marketing or etc etc > > But thats not the future of decentralized AI we signed up for. Likes 52 · Reposts 4 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1874060987306762661) ### 2024-12-31 11:35 UTC · REPLY > Concerns are legitimate Bass. > > But, believe me we made avoiding this the highest priority. > > And to do it we had to reinvent how an L1 did liquidity — i.e. not unlock the entire supply, steady long term inflation curves, incubate 64 subnets with real intrinsic value. > > If anything, we *dont* have is ponzi mechanisms. Likes 101 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1874056780017238466) ### 2024-12-31 11:29 UTC · REPLY > @cryptolyxe AI agents we’re the first thing you could bid. In short order you’ll be able to bid pure AI commodities. Likes 127 · Reposts 17 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1874055308366274865) ### 2024-12-31 01:41 UTC · ORIGINAL > @greenback187 Also soon Likes 1 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1873907299779305864) ### 2024-12-31 01:41 UTC · ORIGINAL > @greenback187 At the right moment Likes 17 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1873907262508634512) ### 2024-12-31 01:38 UTC · REPLY > In contrast, the drawn out supply curves of Bitcoin and Bittensor (as well as others) mean the network has years to develop strength of character, both of its holders and technology. > > Anti-fragility can only play out this way. > > 21 M was never a meme. Likes 147 · Reposts 17 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1873906452789895515) ### 2024-12-31 01:36 UTC · ORIGINAL > One of the core design choices we went for with TAO (and now with dTAO) was organic growth over a drawn out inflation curve. > > If all the tokens get minted up-front the network has no chance to mature and it privileges sniping, VCs and maximizes value concentration over creation. Likes 308 · Reposts 42 · Quotes 5 · Replies 11 · [link](https://x.com/const_reborn/status/1873906010567389692) ### 2024-12-30 18:23 UTC · QUOTE > Core infra going live on taostats within 24 hours of EVM launch https://t.co/SwolJ9T08d Likes 190 · Reposts 30 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1873797192001138870) ### 2024-12-30 16:41 UTC · REPLY > The virtuals crew clearly get the power of flowing incentives through dynamical systems. > > The foundation of that being agents is super cool. The token creates the life force - it makes them alive in a way the classic AI industry hasn’t grasped yet. > > @everythingempty Likes 101 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1873771389834191117) ### 2024-12-30 16:34 UTC · ORIGINAL > Virtuals is one of the most sci-fi projects in the space. Something very cool is being tested out. > > And in a future where agents run the web, they’ll need intelligence and raw commodities. > > This is the way forward for Crypto AI. Building an industry up from the ground with the entire thing detached and in cyber space. Likes 430 · Reposts 49 · Quotes 10 · Replies 19 · [link](https://x.com/const_reborn/status/1873769523729355143) ### 2024-12-30 16:33 UTC · ORIGINAL > Virtuals is one of the most sci-fi projects in the space. Something very cool is being tested out. > > And in a future where agents run the web, they’ll need intelligence and it’s raw commodities. > > This is the way forward for Crypto AI. Building an industry up from the ground with the entire thing in crypto space. Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873769270275981816) ### 2024-12-30 16:27 UTC · REPLY > @everythingempty @JosephJacks_ @melardev @ELONDONGKONG @virtuals_io There is/was a huge permissioned aspect of joining bittensor last year and it scared away clear massive talent like @everythingempty > > Apologies, our loss. And congrats on your success! Likes 106 · Reposts 5 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1873767968129294664) ### 2024-12-30 15:48 UTC · REPLY > @xTaoMerch Meeeerrch Likes 10 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1873758070486290631) ### 2024-12-30 00:22 UTC · REPLY > @BlockchatDAO @opentensor @MetaMask 🤝 Likes 7 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873525047937438038) ### 2024-12-29 22:49 UTC · REPLY > @kenjon Fuck it we ball Likes 44 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1873501599286620521) ### 2024-12-29 22:46 UTC · REPLY > @moneyhippie Cause you can write more complex incentive systems thats reason enough Likes 28 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1873500955968487702) ### 2024-12-29 22:24 UTC · QUOTE > Well … why wait? > > ✅ Depermissioned EVM > > Just pushed to Finney. https://t.co/1ZHX6juNjz Likes 388 · Reposts 58 · Quotes 21 · Replies 33 · [link](https://x.com/const_reborn/status/1873495266667745615) ### 2024-12-29 20:20 UTC · REPLY > @richdotca @btcrenaissance This is our Pearl Harbor. We lost some ships. They’ve awakened the giant. Likes 144 · Reposts 14 · Quotes 4 · Replies 11 · [link](https://x.com/const_reborn/status/1873464093769945284) ### 2024-12-29 20:12 UTC · REPLY > We had a much heavier lift and we needed to set the stage with actual quality. AI agents are mostly hollow. Now take the foundation we built in this year and leverage it the way we planned. It’s all coming along the way it should to create a 1000 year project, not a pump. > > Just watch. Patience. Likes 220 · Reposts 31 · Quotes 8 · Replies 8 · [link](https://x.com/const_reborn/status/1873462217653494233) ### 2024-12-29 15:51 UTC · REPLY > @0xOliGila We will need some non zero fee like creating a smart contract but we will drop it as low as the chain permits and that is a lot lower. Magnitudes Likes 30 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873396421027889610) ### 2024-12-29 15:40 UTC · REPLY > @BlockchainVolk @TAOTemplar @taobnk For sure. I was just highlighting subnets. I think those projects should also be highlighted. Please do. Likes 6 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873393580276154525) ### 2024-12-29 15:39 UTC · REPLY > @richdotca Stages and goals. Also think about all the places where that permission does not exist and how powerful it is. We’re pulling back the eyelids. Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1873393382976008370) ### 2024-12-29 15:32 UTC · REPLY > @layer1hunter We intend to let people be creative. Now that people understand how bittensor works and we have a great set of initial “states” we can expand like this sure why not. Try it Likes 22 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873391642729959813) ### 2024-12-29 15:13 UTC · REPLY > @TAOTemplar We have 64 world class entrances into Bittensor Likes 56 · Reposts 5 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873386753979294123) ### 2024-12-29 15:11 UTC · REPLY > @TAOTemplar Would be great if people could dig up and share the websites from each of these projects and promote them (in response to we don’t have a front end) Likes 68 · Reposts 10 · Quotes 4 · Replies 10 · [link](https://x.com/const_reborn/status/1873386320992911556) ### 2024-12-29 15:10 UTC · REPLY > @layer1hunter There is a lot of unpack but essentially it means we will not be limiting price appreciation but we will be limiting Tao inflation if demand greatly exceeds block emission. So basically Tao will use the flow of value into subnets to contract and extend token inflation Likes 61 · Reposts 3 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1873386031724261873) ### 2024-12-29 15:01 UTC · REPLY > @oneandahafcats Fair. But the point remains. We could have dropped emissions. Provably we can scale to thousands of training networks. Likes 4 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1873383846827438543) ### 2024-12-29 15:00 UTC · REPLY > @btcrenaissance They’ve done a nice job of testing out the fundamentals of something we were planning a year before. Likes 70 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1873383536012722573) ### 2024-12-29 13:49 UTC · REPLY > @CryptoZPunisher Chain cost drop off in test https://t.co/qFezQMcCG7 Likes 75 · Reposts 6 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/1873365841989038216) ### 2024-12-29 13:41 UTC · REPLY > There are many more you’ll need to visit our discord to discover, but: > > TL;DR: > miner is god. > Incentives rule the world. > You cannot stop an idea who’s time has come. > > Merry Christmas and Happy new year everyone Likes 178 · Reposts 17 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1873363833361961322) ### 2024-12-29 13:40 UTC · REPLY > Last but not least, we trained the first ever decentralized ML models with incentives and crushed. I’ve heard the team did it with about 50k USD - proving usecase and how incentives lower costs. https://t.co/5qnLOldlp6 Likes 108 · Reposts 11 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1873363393975144864) ### 2024-12-29 13:37 UTC · REPLY > This should be the top of the list probably: we showcased the fastest LLM inference in the world. We did it on a decentralized network. > > Miners are god. https://t.co/hiKusA9HdF Likes 105 · Reposts 13 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1873362813949039070) ### 2024-12-29 13:36 UTC · REPLY > RAG, Embeddings, Chunking, Retrieval, Search? > > We showcased better performance on most of these benchmarks. Sometimes with little more than 0.25% emission. https://t.co/aSAvgsa1hD Likes 74 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873362417360814207) ### 2024-12-29 13:34 UTC · REPLY > We surpassed Folding@Home on folds per day and PetaFlops. The future of computational biology right here. https://t.co/RNMwXYtCbS Likes 86 · Reposts 10 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873361909296345459) ### 2024-12-29 13:32 UTC · REPLY > Celium 51 and Neural internet 27 crushed compute prices by building a permissionless runpod competitor where you can sell and rent GPUs like H100s cheaper than any other provider. https://t.co/rN7wHv1AGX Likes 101 · Reposts 18 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1873361523361669121) ### 2024-12-29 13:31 UTC · REPLY > Graphite 43 showcased better scores on the traveling salesman problem than other enterprise solvers — this underpins important logistic problems and is highly valuable. https://t.co/O6pgT9qmSc Likes 77 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873361189553721556) ### 2024-12-29 13:30 UTC · REPLY > It’s AI 32, best all others for AI text detection on RAID across the board. We can see detect AI generated text better than any team on earth. https://t.co/02t5aiO5Rg Likes 87 · Reposts 11 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1873360857297822125) ### 2024-12-29 13:28 UTC · REPLY > Naschain S31 blasted records on Neural Architecture search beating out the best solvers from Google. https://t.co/uJURqNUPhy Likes 95 · Reposts 11 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1873360423246069990) ### 2024-12-29 13:27 UTC · REPLY > Nextplace 48, best the zestimate, to be the best available housing price predictor on the market. https://t.co/6prDxodBry Likes 91 · Reposts 9 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873360185743507671) ### 2024-12-29 13:25 UTC · REPLY > Dataverse S13 unlocked the most powerful scraper in the world and created the largest open source social media dataset. https://t.co/mBmFfdmZIb Likes 132 · Reposts 16 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873359626831593546) ### 2024-12-29 13:24 UTC · QUOTE > Unbelievably stoked to scale fully in 2025. > > Here are some of the things we achieved in 2024 with less than 64 subnets > > 👇 https://t.co/1ZHX6juNjz Likes 485 · Reposts 124 · Quotes 26 · Replies 23 · [link](https://x.com/const_reborn/status/1873359385373909008) ### 2024-12-29 13:04 UTC · REPLY > @IvanPet36180699 @CryptoZPunisher No not at all. Purely expansive Likes 8 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1873354332080640352) ### 2024-12-29 13:03 UTC · REPLY > @CryptoZPunisher There is some technical solutions that allowed us to decrease complexity 40k times Likes 70 · Reposts 5 · Quotes 3 · Replies 4 · [link](https://x.com/const_reborn/status/1873354211691532771) ### 2024-12-29 12:57 UTC · REPLY > @CryptoZPunisher No we solved that last week Likes 66 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1873352561035772055) ### 2024-12-29 12:51 UTC · REPLY > @DrocksAlex2 Really. Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1873351060653502920) ### 2024-12-29 12:37 UTC · REPLY > And striker as a moderator Likes 116 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1873347606329598183) ### 2024-12-29 12:36 UTC · ORIGINAL > Limitless subnets > No registration fees > Untethered subnet tokens > Depermissioned EVM > Let the neural internet roar > Q1 2025 Likes 781 · Reposts 170 · Quotes 65 · Replies 76 · [link](https://x.com/const_reborn/status/1873347340851146929) ### 2024-12-28 20:31 UTC · REPLY > @parmesnthechees Which subnets do you consider over looked @parm ? Likes 26 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1873104548954554671) ### 2024-12-26 15:21 UTC · REPLY > @anushkmittal They want to destroy their jobs too Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1872301761110933891) ### 2024-12-26 15:17 UTC · REPLY > @metaman We can obsolete them and if we keep Bitcoin as an industry shield they can’t stop us. Likes 7 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1872300835952267365) ### 2024-12-26 15:14 UTC · REPLY > @ronitanimulli Something something small teams and singular focuses seem to allow it. Like cavemen on the hunt or soldiers in a troop. > > Creativity is killed by performance reviews also. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1872299972152234033) ### 2024-12-26 15:12 UTC · REPLY > We only have corporations because we didn’t know how to create markets for abstract quantities. > > The free soul yearns to live right up against the knife’s edge, where your work is evaluated for its merits, not arbitrated by a committee. > > Miners are the most happy and free amongst us. Likes 92 · Reposts 13 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1872299351189418159) ### 2024-12-26 15:05 UTC · ORIGINAL > Turn all jobs into protocols > Destroy the corporation > Free humanity from middle managers Likes 277 · Reposts 38 · Quotes 2 · Replies 12 · [link](https://x.com/const_reborn/status/1872297619948789981) ### 2024-12-25 14:27 UTC · REPLY > @communeaidotorg @torus_network This is the way Likes 72 · Reposts 7 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1871925807121342876) ### 2024-12-23 21:42 UTC · ORIGINAL > Intelligence is cheap. > Spirit is rare. > Never give up. Likes 277 · Reposts 43 · Quotes 6 · Replies 15 · [link](https://x.com/const_reborn/status/1871310335824757032) ### 2024-12-22 14:53 UTC · REPLY > @yet_you_read_IT We created a new science or art. Perfection this art takes time. Likes 10 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1870845032506486838) ### 2024-12-21 17:36 UTC · REPLY > @moneyhippie We’re not creating a marketplace of AI. We’re using markets to create AI. Likes 57 · Reposts 9 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1870523839396135392) ### 2024-12-21 17:29 UTC · ORIGINAL > We’ll never compete with OpenAI as a company - that model is perfected in Silicon Valley. > > Our only hope is to revolutionize the way we organize ourselves to solve problems with open protocols. > > But … protocols are difficult, they add a level of complexity unseen in a normal corporate structure: adversaries, black hats, Sybil attacks — things you don’t see in a normal corporation. > > But when protocols click? They click in a way that no legal structure can match. > > Permissionlessness, speed, pure directional power. When aligned, protocol based incentives blast the corp out the water. Bitcoin is the first example. > > This is why we work with them. Cause we know that if we’re going to usher in a better way for this technological revolution to be controlled, we need to be better, faster, and more powerful, not just more ethical. > > If you’re in AI? If you’re in crypto? Pivot to the intersection. We have a problem to solve for humanity. Likes 432 · Reposts 91 · Quotes 8 · Replies 13 · [link](https://x.com/const_reborn/status/1870521957483233574) ### 2024-12-20 21:13 UTC · REPLY > @JosephJacks_ Intelligence asymmetry rules everything Likes 24 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1870215853469511695) ### 2024-12-20 20:56 UTC · REPLY > @joaoabrantis celium and nineteen ai for sure Likes 10 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1870211629457023480) ### 2024-12-20 20:55 UTC · REPLY > @Nick_Hotz well yes, it is already known, they just showed how it scales very well with intelligent RL Likes 6 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1870211501224800344) ### 2024-12-20 20:43 UTC · QUOTE > Fascinating: This graph shows that there is a universal dimension between intelligence and time: we compute longer and get smarter. > > More importantly: This symmetry means we can use the answers from long-time-thought as validation data for shorter-time-thought. > > Im sure OpenAI is already doing this, but note: this opens up a perfect landscape for incentive systems (i.e. subnet 1) which can take advantage of this dimension to reward better / faster models. > > The benefit of using a different economic model like Bittensor to drive this edge will be that these outputs are driven myopically towards -- not just cheapness, openness, transparency -- but shared open-ownership. > > @macrocrux Likes 168 · Reposts 35 · Quotes 4 · Replies 6 · [link](https://x.com/const_reborn/status/1870208450858488103) ### 2024-12-20 19:30 UTC · REPLY > @adonis_singh @macrocrux give us AGI Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1870190030150389959) ### 2024-12-20 15:53 UTC · REPLY > @matbalez "money can't buy you love" > > agreed. It is reductive to assume all human problems can be encapsulated as incentive hill climbs. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1870135335658598470) ### 2024-12-20 14:05 UTC · REPLY > @AILeaksAndNews Make that 10 Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1870108147005694015) ### 2024-12-20 13:52 UTC · QUOTE > Whatever the thing is you think we can do, incentivize it and then the world will hill climb towards it https://t.co/FWWGoyQG9z Likes 171 · Reposts 25 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1870104903936323833) ### 2024-12-20 13:35 UTC · REPLY > @zkCBD I can only comment that OTF, regardless of culprit, and who ever was at fault, is in process of restituting every single individual, in full. That should be the major headline here. I don’t think the network should linger on anything else. We have work to do. Likes 18 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1870100654175224289) ### 2024-12-20 13:00 UTC · REPLY > Mostly* Likes 17 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1870091810678472881) ### 2024-12-20 12:58 UTC · REPLY > And we’re also here for the memes Likes 29 · Reposts 3 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1870091483858252219) ### 2024-12-20 12:57 UTC · ORIGINAL > Remember anon: when the price goes down the memes go harder. #antifragile Likes 168 · Reposts 13 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/1870091171910832638) ### 2024-12-19 19:06 UTC · REPLY > @gylestensora In the end we realized the real Christmas present was losing all the weak hands Likes 171 · Reposts 21 · Quotes 4 · Replies 9 · [link](https://x.com/const_reborn/status/1869821573571719188) ### 2024-12-18 15:25 UTC · REPLY > @camron_miraftab But seriously, root had flaws, but it allowed us to set the tone with a group of absolutely badass teams with functioning products and companies. In hindsight I think this was a requirement for dynamic to launch. Likes 47 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1869403503401296002) ### 2024-12-18 15:22 UTC · REPLY > @camron_miraftab I don’t work in Q’s, I work in vibes bro Likes 29 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1869402872871633061) ### 2024-12-17 19:23 UTC · REPLY > @aion5100 agents? sure, we'll give you agents on crack Likes 183 · Reposts 28 · Quotes 15 · Replies 12 · [link](https://x.com/const_reborn/status/1869101048629223513) ### 2024-12-17 02:54 UTC · QUOTE > It took a while, but the overtone window has finally found the intersection https://t.co/JLu2On1LmM Likes 135 · Reposts 11 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1868852239290581248) ### 2024-12-17 02:52 UTC · REPLY > @matbalez Yes, but polymarket needs a market for each event, this encompasses all events at the same time Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1868851783608811528) ### 2024-12-17 02:17 UTC · QUOTE > It’s called “infinite” games because unlike Polymarket we push the LLMs make predictions about anything, anytime. > > It’s a prediction machine not just a market https://t.co/k7rD6gjrHh Likes 223 · Reposts 44 · Quotes 3 · Replies 5 · [link](https://x.com/const_reborn/status/1868842821094195278) ### 2024-12-15 00:45 UTC · REPLY > @neural_internet The airbnb of cloud computing. Likes 47 · Reposts 6 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1868094990632829054) ### 2024-12-15 00:40 UTC · REPLY > I agree. Although it’s also not hard to believe, there is a lot of room to grow since the demand for GPUs (like Chutes) is obvious and monetizable out the gate. > > Already, just summing up the number of GPUs and multiplying by their current market rates shows the subnet is producing a multiple ok value creation vs Tao rewards. > > We need more and more subents to do this, and they will. Likes 7 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1868093642981732818) ### 2024-12-15 00:35 UTC · REPLY > @xzistance @JosephJacks_ @celiumcompute @fish_datura Can’t be proven, but you can deduce that this is a losing strategy since the miners would then be paying double for the same machines at equilibrium. It’s only a green strategy while the network is outside market equilibrium. Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1868092511778230476) ### 2024-12-15 00:32 UTC · REPLY > @layer1hunter @JosephJacks_ @celiumcompute @fish_datura In dTao the subnet should pay a dividend on the token or buy it. Right now I think the plan is to convert revenue into purchasing Tao, subsidizing miners or validators. At the end of the day it’s all about driving the efficient value creation back into token holders. Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1868091821865218520) ### 2024-12-15 00:30 UTC · REPLY > @jon_durbin @JosephJacks_ @celiumcompute @fish_datura This doesn’t make economic sense when the network is in equilibrium since these miners are now paying double for the same machines. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1868091202115097060) ### 2024-12-14 23:30 UTC · REPLY > A lot of people at NeurIPS talking about ways to regulate AI. > > I've heard whispers of not releasing models because they're too intelligent, and whitelisted companies we trust to "make it safe" > > There is no safety in this control and censorship. Regulation won't work. We can't bound it by playing whack-a-mole. > > Make the token the objective function, and make sure we ingrain it into humanity -- all else is futile. Likes 149 · Reposts 25 · Quotes 2 · Replies 11 · [link](https://x.com/const_reborn/status/1868076076905418938) ### 2024-12-14 23:28 UTC · ORIGINAL > the token is the objective function Likes 185 · Reposts 20 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/1868075527371980869) ### 2024-12-12 19:38 UTC · ORIGINAL > @elonmusk > > we peppered your booth at @NeurIPSConf https://t.co/M9JvulPJ2I Likes 161 · Reposts 24 · Quotes 3 · Replies 5 · [link](https://x.com/const_reborn/status/1867293069810577609) ### 2024-12-10 13:40 UTC · REPLY > @BarrySilbert @shibshib89 @mogmachine @0xcarro @WSquires @macrocrux @Old_Samster @EvanMalanga @RahulKumaran4 @JosephJacks_ @xponentcrisis @0xarrash @angad_ai @TAOTemplar @kenjon @fish_datura Likes 27 · Reposts 1 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1866477972544188729) ### 2024-12-06 19:24 UTC · ORIGINAL > @TAOTalkPod Abstracted GPU power > GPU power Likes 53 · Reposts 4 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1865115232735015312) ### 2024-12-06 19:21 UTC · REPLY > @BradPittOnX @AICryptoQueen To me -- and I agree -- Daoism appears to focus much more on the material rules of nature and it's duality. The One True God is above duality. > > Thanks for checking my language, Bittensor must succeed humbly. Amen. Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1865114361137614899) ### 2024-12-06 19:02 UTC · REPLY > @BradPittOnX @AICryptoQueen To be clear. Bittensor is powerful tech, but it does NOT make us Gods. I should be more careful with analogy. Yikes. Likes 9 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1865109615374917887) ### 2024-12-06 19:00 UTC · REPLY > @BradPittOnX @AICryptoQueen Although I don't remember saying that precisely, I may have said something similar to "we are using god level technology". In retrospect I agree that this could be seen as undermining the true power of capital G-god. I was instead referring to the power of incentive flow. Likes 3 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1865109175480533139) ### 2024-12-06 18:55 UTC · REPLY > @AICryptoQueen @BradPittOnX My attempt was instead to visualize the shared interest I hold for daoism, intelligence creation and incentive design. These concepts for me are highly influenced and inspired by Christian belief and not contradictory. Likes 19 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1865107760460812795) ### 2024-12-06 18:53 UTC · REPLY > @AICryptoQueen @BradPittOnX I apologize if I appear to have persuaded you into believing I consider Bittensor a replacement to God, or myself a savior on the level of Jesus. This is surely NOT my intention. Likes 15 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1865107269760749903) ### 2024-12-06 17:14 UTC · REPLY > @batster41 Q1 Likes 206 · Reposts 21 · Quotes 19 · Replies 11 · [link](https://x.com/const_reborn/status/1865082513502195954) ### 2024-12-06 17:12 UTC · ORIGINAL > https://t.co/PUSwoKeYDH Likes 579 · Reposts 80 · Quotes 10 · Replies 45 · [link](https://x.com/const_reborn/status/1865081776164462714) ### 2024-12-05 14:00 UTC · QUOTE > very inefficient way to make a super computer https://t.co/Zv5hvc1pNk Likes 271 · Reposts 31 · Quotes 2 · Replies 23 · [link](https://x.com/const_reborn/status/1864671068117471675) ### 2024-12-05 13:58 UTC · REPLY > UNFATHOMABLY based Likes 18 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1864670571570565245) ### 2024-12-05 13:55 UTC · REPLY > @JosephJacks_ Vune making a POW mining subnet very soon. TAO will own Bitcoin. Don't worry. Likes 496 · Reposts 87 · Quotes 33 · Replies 41 · [link](https://x.com/const_reborn/status/1864669857909760319) ### 2024-12-03 21:44 UTC · REPLY > @Coldint_ @opentensor of course. Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1864063302952694180) ## 2024-11 ### 2024-11-30 01:25 UTC · REPLY > @gylestensora Class act! Likes 19 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1862669306795884608) ### 2024-11-28 19:59 UTC · REPLY > @MacrocosmosAI https://t.co/Al4ykCuaQn Likes 19 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1862224922493247825) ### 2024-11-28 14:43 UTC · QUOTE > vry gud https://t.co/yWi2i9LfiL Likes 213 · Reposts 23 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1862145229815455746) ### 2024-11-25 04:48 UTC · QUOTE > eventually there is only God's language left to write in: > > programmed capitalism, incentive design, thermodynamic attractors, Bittensor. > > we're not being replaced, we're being leveled up. Likes 147 · Reposts 17 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1860908355516043739) ### 2024-11-23 17:48 UTC · QUOTE > The industry flips between dense and sparse. It will flip between pre, post and test time based on the current steepest gradient of improvement. Right now it appears to be post training. Bullish for Sn37 and Sn1. https://t.co/hRDoT5sDZN Likes 91 · Reposts 7 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1860379952572502130) ### 2024-11-23 17:44 UTC · REPLY > @GuSonOfBu All we know is that they are beating the best. So who cares honestly? Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1860379029141950732) ### 2024-11-23 17:14 UTC · REPLY > Focus on the incentives, nothing else. Likes 28 · Reposts 4 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1860371414877888966) ### 2024-11-23 17:14 UTC · REPLY > You have a great idea for a solution. You’ll write the new standard of over internet training. > > That’s cool. The miners will rip it to shreds. Likes 36 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1860371358724522101) ### 2024-11-23 17:13 UTC · REPLY > You want to write the miner code, you think you can help. > > You can’t. The miners are better. They always will be. Likes 46 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1860371102528127074) ### 2024-11-23 17:12 UTC · REPLY > Other teams are cracked, they have great tech, they ship. > > They will never ship faster than the aligned swarm. Likes 45 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1860370840631542181) ### 2024-11-23 17:11 UTC · ORIGINAL > focus on incentive design, nothing else Likes 228 · Reposts 32 · Quotes 3 · Replies 12 · [link](https://x.com/const_reborn/status/1860370580928704712) ### 2024-11-16 12:34 UTC · REPLY > @CrucibleLabs OP team honestly. NOT DECENTRALISED! Likes 12 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1857764085972050077) ### 2024-11-12 19:53 UTC · REPLY > @batster41 yes. This is is with 0.18% emission on Bittensor. They can easily push this down, and they will. https://t.co/bxgTJOOlUV Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1856425047323189261) ### 2024-11-12 19:12 UTC · REPLY > @E_Z_Trades their API isn't very good apparently. But yes, if you want to query X, you should use S22 for better results. Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1856414784176218265) ### 2024-11-12 19:10 UTC · REPLY > @Bpittman00 If you ask subnet 22 a question it returns the most relevant links in the world. Likes 30 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1856414183858024874) ### 2024-11-12 19:08 UTC · REPLY > https://t.co/qlOb7v3e67 Likes 57 · Reposts 5 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1856413789865820502) ### 2024-11-12 19:06 UTC · ORIGINAL > Albeit slower, subnet 22 meta miners on Bittensor just beat every single AI search benchmark: https://t.co/XXishy7ICG Likes 278 · Reposts 61 · Quotes 5 · Replies 11 · [link](https://x.com/const_reborn/status/1856413272314130698) ### 2024-11-08 13:33 UTC · REPLY > Subnet 48 is the most accurate open source housing prices estimate in the world. Likes 115 · Reposts 16 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1854879798318768533) ### 2024-11-08 13:32 UTC · ORIGINAL > Look at me, we're the real estate agents now. https://t.co/xLCFR4ZKbi Likes 228 · Reposts 30 · Quotes 3 · Replies 9 · [link](https://x.com/const_reborn/status/1854879668022698091) ### 2024-11-07 22:39 UTC · REPLY > Subnet 32 on Bittensor beats all AI detection methods. Likes 68 · Reposts 11 · Quotes 3 · Replies 2 · [link](https://x.com/const_reborn/status/1854654989869736184) ### 2024-11-07 22:39 UTC · ORIGINAL > We arbitrate reality now. https://t.co/yFniPTl7ww Likes 164 · Reposts 31 · Quotes 3 · Replies 5 · [link](https://x.com/const_reborn/status/1854654858177003539) ### 2024-11-06 18:00 UTC · REPLY > Always play the infinite game, the ethical game, and you'll be forever one step ahead of your competitors. > > BRICS just got checkmated. Likes 81 · Reposts 3 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1854222355406705088) ### 2024-11-06 17:56 UTC · ORIGINAL > The US building a strategic Bitcoin reserve on the precipice of losing the world reserve currency is the most clutch sleight of hand in history. Likes 326 · Reposts 43 · Quotes 2 · Replies 10 · [link](https://x.com/const_reborn/status/1854221337507610862) ### 2024-11-04 17:40 UTC · REPLY > All the value in a digital ownership network comes from the holders. Paying for listings is like giving your kid steroids, let your community grow, they'll come list you on your terms when you're bigger than them. Likes 191 · Reposts 15 · Quotes 5 · Replies 3 · [link](https://x.com/const_reborn/status/1853492617537110477) ### 2024-11-04 17:38 UTC · QUOTE > Never pay for listings. Starve the exchanges. https://t.co/n0sYpdlsPv Likes 384 · Reposts 51 · Quotes 3 · Replies 13 · [link](https://x.com/const_reborn/status/1853492127474569679) ### 2024-11-04 11:31 UTC · ORIGINAL > @UneMandale 😅 Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1853399615816491179) ### 2024-11-04 00:18 UTC · ORIGINAL > This election is proof that our democracies have neither the tools nor the language to talk about the sybil resistance issues they are facing. > > And yet these issues, under other names “voter fraud”, “census packing”, etc, are the mere primitives of crypto graphic incentive designs… > > They are in the Stone Age compared to where Bitcoin and crypto has taken us. Likes 213 · Reposts 30 · Quotes 0 · Replies 13 · [link](https://x.com/const_reborn/status/1853230394814173213) ### 2024-11-03 21:36 UTC · QUOTE > Substrate is a shockingly underrated technology https://t.co/jH2VzdryKM Likes 232 · Reposts 24 · Quotes 2 · Replies 9 · [link](https://x.com/const_reborn/status/1853189543534461266) ## 2024-10 ### 2024-10-29 16:21 UTC · REPLY > @WSquires you're right, sTAO wont work in the long run. We've always known. However giving other people a say in the emission determination short term will be cathartic. > > I support teams like MUV for peering into this idea and fleshing it out. Likes 25 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1851298219877351623) ### 2024-10-23 19:51 UTC · REPLY > @WSquires @fish_datura https://t.co/qADEqA6YD2 Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1849176966781448330) ### 2024-10-23 12:47 UTC · REPLY > @_g_x_g @fish_datura This is actually the 10th iteration from one of best design agencies in the world. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1849070053620138364) ### 2024-10-23 11:30 UTC · REPLY > @fish_datura https://t.co/0wtyGmDFkc Likes 50 · Reposts 0 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/1849050689202270527) ### 2024-10-22 23:00 UTC · REPLY > @elonmusk decentralize it Elon, you can’t win this way forever Likes 116 · Reposts 9 · Quotes 0 · Replies 13 · [link](https://x.com/const_reborn/status/1848861966041026914) ### 2024-10-18 19:36 UTC · REPLY > @BitVanguard @shittensor note taken Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1847361093422776618) ### 2024-10-18 18:49 UTC · ORIGINAL > @shittensor I hear you @shittensor. Thanks for your feedback. Likes 25 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1847349344686538982) ### 2024-10-18 16:58 UTC · REPLY > @shittensor @shittensor that being said, I am open to being wrong and want to hear what you are imagining as the major net negative of that expansion? perhaps there is a mid way point. Likes 32 · Reposts 1 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1847321290950230072) ### 2024-10-18 16:46 UTC · ORIGINAL > I it is an expansion of the language we can use around the core of Bittensor. The real power is, and always will be with subtensor, yuma consensus, and the coinbase. Likes 60 · Reposts 2 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1847318362298470436) ### 2024-10-18 16:38 UTC · REPLY > @EMostaque Think as a Machine Learning researcher: > > Create an attractor state where validators are more profitable to set honest weights given assumptions about 51% of the stake being honest and the distribution of the work value. > > Read here: https://t.co/c6Cp7lTaZA Likes 70 · Reposts 6 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1847316392845987984) ### 2024-10-15 14:02 UTC · REPLY > @KeithSingery those who know Likes 25 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1846189845560918082) ### 2024-10-09 00:41 UTC · REPLY > @HecquetPl Yes. The goal is that all infra on Bittensor from compute to inference is run and priced in Tao. Likes 105 · Reposts 12 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1843813970345590837) ### 2024-10-08 21:51 UTC · REPLY > @chaingangmulla free $10 credits. Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1843771283974262955) ### 2024-10-08 21:47 UTC · REPLY > @GuSonOfBu Digital markets can be barrierless, permissionless, liquid, global, 24/7 and competitive in ways that legacy systems can't. It's as simple as that. Likes 22 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1843770137218035896) ### 2024-10-08 21:39 UTC · QUOTE > can confirm: > > rented a 4090 and ran a GPU miner through subnet 27's portal in about 15 minutes. https://t.co/IE2SZ6ujIg https://t.co/bPiDKy6xx3 Likes 301 · Reposts 47 · Quotes 5 · Replies 13 · [link](https://x.com/const_reborn/status/1843768108374470854) ### 2024-10-04 21:37 UTC · REPLY > @WSquires @fish_datura @fish_datura hey man. > > I found some H100s in my laundry this morning. > > Anything I can do with them dude? Likes 18 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1842318155722768720) ### 2024-10-04 14:47 UTC · ORIGINAL > sn13 eats everything Likes 258 · Reposts 41 · Quotes 8 · Replies 11 · [link](https://x.com/const_reborn/status/1842214986166231152) ### 2024-10-04 02:25 UTC · REPLY > Well managed deflation, spending cuts, and a strong dollar could get us out -- but we know that the masses of fiat drunk democracies will long choose the printer before austerity ... and who would blame them? > > Bitcoin is inevitable. Likes 80 · Reposts 12 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1842028129038303290) ## 2024-09 ### 2024-09-30 13:41 UTC · REPLY > @ScimpanzeS @Toddsteez @evert_scott @EyeofCyber @Dikaios22 @DreadBong0 https://t.co/kJeq7TYh4z Likes 71 · Reposts 10 · Quotes 5 · Replies 2 · [link](https://x.com/const_reborn/status/1840748727926972845) ### 2024-09-26 23:25 UTC · QUOTE > 12 hours ago @EMostaque asked me for crypto incentives which exchanged TAO for H100s. > > 4pm today. Done. https://t.co/xChBCZ0y4l Likes 339 · Reposts 51 · Quotes 11 · Replies 44 · [link](https://x.com/const_reborn/status/1839446264636997911) ### 2024-09-25 22:47 UTC · REPLY > Usually a tweet like this would come with a "we're hiring" plug. > > but Bittensor doesn't have an HR department. > > You don't need to ask anyone to mine TAO. Likes 89 · Reposts 10 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1839074174121202033) ### 2024-09-25 22:30 UTC · QUOTE > The devs at @opentensor flying per usual https://t.co/UpM2pCUh7m Likes 275 · Reposts 23 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1839069998553149834) ### 2024-09-25 19:10 UTC · REPLY > @Breedlove22 I would like to talk with you Robert. Likes 449 · Reposts 35 · Quotes 1 · Replies 40 · [link](https://x.com/const_reborn/status/1839019646428570049) ### 2024-09-23 00:54 UTC · REPLY > @teknium @WayneVaughan We need to go so much bigger. Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1838019019649012139) ### 2024-09-23 00:31 UTC · REPLY > @mattmaximo @AndrewClar6249 Thanks @matt you're good shit <3 Likes 15 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1838013308256862317) ### 2024-09-22 23:03 UTC · REPLY > im very protective of Bitcoin. We're doing very very cool world shattering stuff, but Bitcoin? is just ... it's just so fucking beautiful of a technology ... it's era forming, almost as religiously important to the future of humanity as Christianity: it birthed an era like Christ did. Likes 37 · Reposts 3 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1837991225544135091) ### 2024-09-22 22:55 UTC · REPLY > Id love to be more decentralized than Bitcoin but it simply isn't the case. Indeed, there is simply non-comparison. Bitcoin is the decentralized shield that protects the whole crypto space. We are like its little brother making sand castles behind the wall. Likes 21 · Reposts 1 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1837989110927048899) ### 2024-09-22 22:39 UTC · REPLY > ok, pardon my pithy response above. I felt inspired. But seriously to your points, and speaking directly to you @mattmaximo > > Re sudo key: The key is a multi sig but it **does** have root privs which is dangerous -- ill admit that. We choose to postpone full executive decentralization (for now) as it helped us move faster to develop the protocol towards greater economic decentralization. ( we update bi weekly, we defended against the hack this way, etc )This will have important consequences when you consider how POS will behave later on. I don't recall ever side stepping this, as I was incredibly direct for instance on the Greyscale call (were you there?) > > Re Coinbase: it would be nice, but we've never aimed at listing on exchanges, this is what scam projects do in order to maximize liquidity and dump tokens. We're here for the long run so we picked maneuverability first over catching exchanges. > > Re messaging on the call: there is a clear misunderstand as to what I was referring to. I was speaking about how the subnet does not require a centralized parameter server to host state -- it is very hard to maintain the model state without this if you want nodes to leave and join. We'd figure out how to do this which made it "fully decentralized" in that sense -- that was what we were referring to (its the much harder and important thing btw that why we were excited) > > Re decentralization and S3 buckets: taking your point. Sure, if AWS can kills the subnet it's not decentralized, but the impl can use any thing we choose so its really trivial and not an important thing to focus on. Likes 110 · Reposts 9 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1837985092301422799) ### 2024-09-22 22:02 UTC · REPLY > > "What is the exact emission schedule for TAO?" > > The total supply is capped at 21 million TAO. Currently, 1 TAO is emitted per block, with a new block every 12 seconds. Instead of using a block-based halving schedule like Bitcoin, TAO's issuance schedule follows a supply-based model. > > > "What is the leader election mechanism (or equivalent) based on? How does the network determine who can write the next block?" > > The chain operates on a Proof of Authority (PoA) mechanism, with plans to transition to Proof of Stake (PoS) by the end of next year. A few institutions run the main nodes, with OTF operating the majority. Bittensor's core innovation is not at the chain level—Substrate is used for the blockchain, and there is built-in governance, allowing for changes in the code. However, physical decentralization is not the primary focus at this stage, but it may be later on, our main goal is economic decentralization. > > > "Who receives the mining reward for each block?" > > The chain nodes themselves do not directly receive the emission. Instead, a contract on the chain divides Bittensor into 47 "subnets." Each subnet has 64 validators who submit performance reports of the miners (192 nodes per subnet) to the chain. The network then uses a consensus mechanism called Yuma Consensus to reach agreement on the miners' performance and quality. The consensus doesn't analyze what miners are producing—the validators use custom Python code to evaluate the miners and submit weight updates. > > > "What are the exact requirements for establishing a new subnet?" > > To establish a new subnet, a lock of TAO is required. The amount of TAO needed is demand-based, and the price fluctuates minute to minute. There are no additional requirements. However, subnets can be pruned by "root validators"—large nodes with the most delegated TAO—who control how much TAO each subnet is allowed to distribute per block. > > > "Who sets the initial hyperparameters of a subnet, and how can they be changed?" > > Each subnet has an "owner key" that allows the owner to modify certain hyperparameters, such as "rho" or "kappa" in the Yuma consensus. > Is it true that 41% of staking rewards go to miners, 41% to validators, and 18% to the subnet owner/administrator? > Yes, that’s correct. Likes 89 · Reposts 7 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1837975797757575557) ### 2024-09-22 20:10 UTC · REPLY > All things are consumed by the tao Likes 201 · Reposts 24 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1837947699728924936) ### 2024-09-22 20:07 UTC · QUOTE > I love comments like this—they show how mind-locked our critics are: > > They get bogged down on trivialities like using S3 buckets while we move past them a mile a minute. > > P.S: We can switch out S3 for your fav choice of hipster tech IPFS, Kadmellia—whatever; it's trivial, it's a line change. > > Builders use the tools at hand. Artists steal. Engineers protoype with duck tape. It doesnt matter. > > Production is the goal, all else is ego. Likes 287 · Reposts 29 · Quotes 3 · Replies 21 · [link](https://x.com/const_reborn/status/1837946946998132790) ### 2024-09-22 16:37 UTC · REPLY > It is basically correct. We built the API and consensus algorithm to be as general as possible—necessary for the first digital commodity we were evaluating which focused on miners producing information-theoretic value. Pure information is so fuzzy and high-dimensional that we had to abstract the consensus algorithm to work over a weights matrix, not tied to any single digital commodity. > > Note: this is similar to what makes neural networks powerful: deep learning invented tools that could learn anything, rather than prior algorithms that focused on specific tasks (e.g., detecting edges by coding edge concepts directly). > > So you're partially correct: Bittensor's blockchain has no ML on it (though the consensus algorithm is heavily influenced by ML; it uses sigmoids and weight matrices). We didn't want to apply crypto to AI or AI applied to crypto—we wanted to be both. > > Getting esoteric: I believe doing anything in this space will require uncovering the deeper reality to both crypto and ML: ML is the language of minimizing loss curves; crypto is the language which organizes incentive-maximizing individuals and machines. They only fit together because they're expressions of the same thing: This is how nature organizes -- it uses the flow of energy dissipation through distributed systems to organize. > > We're not ML; we're not crypto; we're trying to leapfrogged both and go where they are pointing. Likes 345 · Reposts 55 · Quotes 10 · Replies 13 · [link](https://x.com/const_reborn/status/1837893880362180923) ### 2024-09-22 02:09 UTC · REPLY > @techofcrypto @opentensor @MacrocosmosAI @manifoldlabs Could do all of the above - we just used them as a prototype. These type of things are single line changes for Bittensor subnets where everything is abstracted on the chain. > > That being said, S3 is fast as f**k Likes 12 · Reposts 1 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1837675584056410485) ### 2024-09-21 22:17 UTC · QUOTE > What gets measured is managed. What gets rewarded is mastered. https://t.co/uQZVGWeG5e Likes 178 · Reposts 19 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1837617255930032269) ### 2024-09-21 21:47 UTC · REPLY > @macrocrux need logits Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1837609691716702371) ### 2024-09-21 21:38 UTC · REPLY > @buddythedog2020 @NousResearch Honestly I really dropped the ball not helping them find a good dev which would have unlocked the genius of Tek and Emo so they could focus on other things rather than squashing bugs and putting out discord flame wars. Likes 23 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1837607364528091553) ### 2024-09-21 21:12 UTC · REPLY > @buddythedog2020 @NousResearch I wish Likes 30 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1837600707253309815) ### 2024-09-21 20:54 UTC · REPLY > @AlexanderMoini @opentensor @MacrocosmosAI @manifoldlabs @NousResearch https://t.co/jN1DKNORmW https://t.co/3BRWP4ruO8 Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1837596306673385794) ### 2024-09-21 20:51 UTC · REPLY > @teknium @Mac3pq @JosephJacks_ @gregosuri @opentensor @MacrocosmosAI @manifoldlabs @NousResearch Which you guys helped with Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1837595647454707828) ### 2024-09-21 20:51 UTC · REPLY > @teknium @Mac3pq @JosephJacks_ @gregosuri @opentensor @MacrocosmosAI @manifoldlabs @NousResearch Sorry. I see which tweet you were replying to Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1837595524322468091) ### 2024-09-21 20:50 UTC · REPLY > @layer1hunter Nous didn’t steal anything. > A lot of the core design on subnet 9 came from them. Current subent 35 design was then. Likes 59 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1837595249855574184) ### 2024-09-21 20:49 UTC · REPLY > @teknium @Mac3pq @JosephJacks_ @gregosuri @opentensor @MacrocosmosAI @manifoldlabs @NousResearch I think the core word is incentivised @teknium Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1837595056829878503) ### 2024-09-21 20:48 UTC · QUOTE > There is an important part missing from this trimmed video where I call out the true innovators: @NousResearch and team who actually wrote the core innovation which makes it possible on Bittensor. > > What had made me excited prior to this video was just how we were able to write their method into Bittensor incentives and ship a subnet within 24 hours after reading their slides — the incentives is what allows us to take the method and go astronomical — but the core point should be: what an absolutely mind boggling innovation ***distro is***. > > Nous and bloc literally broke down the final barrier of true democratised decentralized training. It is the perfect tech. We will see so much of this. > > Can’t wait to see the full paper and their plans to build it out even further. Likes 379 · Reposts 72 · Quotes 17 · Replies 17 · [link](https://x.com/const_reborn/status/1837594826579083705) ### 2024-09-21 04:52 UTC · ORIGINAL > const has been forked Likes 239 · Reposts 18 · Quotes 8 · Replies 31 · [link](https://x.com/const_reborn/status/1837354225812058516) ### 2024-09-10 20:21 UTC · REPLY > @DistStateAndMe @tao_minersunion We must crush the miner uprising before it is too late. Likes 29 · Reposts 4 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1833601675900424297) ### 2024-09-09 18:45 UTC · QUOTE > we need infinite synthetic benchmarks https://t.co/v3JHKzdioF Likes 94 · Reposts 9 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1833215239925731334) ## 2024-08 ### 2024-08-26 13:09 UTC · ORIGINAL > The future of work is remote work > The future of remote work is proof-of-work > The future of proof-of-work is the incentive mechanism. Likes 253 · Reposts 37 · Quotes 2 · Replies 14 · [link](https://x.com/const_reborn/status/1828057276025872392) ### 2024-08-25 18:58 UTC · ORIGINAL > Sn9 is a lesson in the following: > > You can frame a decentralized training problem as an economic objective. > > Mark my words: The best LLMs are going to be trained by degens applying MeV techniques to lower losses. Likes 168 · Reposts 33 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1827782687072907557) ### 2024-08-23 02:03 UTC · REPLY > https://t.co/8ITT6d2FOT Likes 17 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1826802532720804257) ### 2024-08-23 02:03 UTC · QUOTE > Miners of the world unite! https://t.co/im0LwkGUDc Likes 137 · Reposts 22 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/1826802458703921471) ### 2024-08-23 02:03 UTC · QUOTE > Workers Unite https://t.co/im0LwkGUDc Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1826802305284669453) ### 2024-08-21 18:00 UTC · REPLY > @ImBananas4 ya right, id tell you https://t.co/RtP25bTcD8 Likes 8 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1826318567060480179) ### 2024-08-21 17:43 UTC · QUOTE > MEV applied to AI development https://t.co/4SXipqlTlV Likes 94 · Reposts 10 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1826314300639568048) ### 2024-08-20 01:47 UTC · QUOTE > full stack > open ownership > video models https://t.co/TZMGkWtRHQ Likes 145 · Reposts 12 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1825711206126026801) ### 2024-08-19 15:11 UTC · REPLY > @theconsinvestor Bookaye! Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1825551250454360391) ### 2024-08-19 13:30 UTC · REPLY > @theconsinvestor haux haux Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1825525766437622073) ### 2024-08-18 20:43 UTC · REPLY > @cryptocoinfi @opentensor Thanks @cryptocoinfi Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1825272295373599170) ### 2024-08-18 20:42 UTC · REPLY > @cryptocoinfi @opentensor We have such a dope community Likes 56 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1825271972613562543) ### 2024-08-17 19:40 UTC · ORIGINAL > Bittensor’s core consensus algorithm is called “Yuma” which is effectively a neural layer converting stake at the first layer to incentives (mapped over the miners) at the second layer. > > But the art, and the field of neural incentive design is just beginning: Yuma is the perceptron of 1943. > > Bittensor will require a PyTorch moment for incentive designers to reach its full potential. Likes 197 · Reposts 35 · Quotes 0 · Replies 7 · [link](https://x.com/const_reborn/status/1824894015990341665) ### 2024-08-17 19:35 UTC · ORIGINAL > Bittensor’s core consensus algorithm is called “Yuma” which is effectively a neural layer converting stake at the first layer to incentives (mapped over the miners) at the second layer. > > But the art, and the field of neural incentive design is just beginning: Yuma is just the perceptron of 1943. > > Bittensor will require a PyTorch moment for incentive designers to reach its full potential. Likes 13 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1824892868651294808) ### 2024-08-16 17:14 UTC · REPLY > @DavFields @bittensor_ @manifoldlabs I may have calculated the exact tokens per second incorrectly, now that I think about it ... > > but try it yourself, you'll see it is stupid fast. Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1824495016498303130) ### 2024-08-16 16:30 UTC · REPLY > hyper-competition is the future of organizing humans. > We just don't yet realize how inefficient the corp is. Nature has the answers. > > God's programming language is energy gradients. > Program like a God. https://t.co/VJRKPjV8OH Likes 71 · Reposts 14 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1824483801319477736) ### 2024-08-16 16:28 UTC · REPLY > You can get a free access key from @manifoldlabs here: https://t.co/LZYT7zvs7w > > Or run a validator on S4 and monetize your bandwidth in TAO. Likes 27 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1824483326721184163) ### 2024-08-16 16:27 UTC · REPLY > Miners on S4 drive up token speed by geolocating their servers near to the validators, they even figured out how to load balance to the closest backends to get an edge on token speed. > > @manifoldlabs didn't write a line of that infra. Just a 600 line validator using the Bittensor API. Likes 28 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1824483055886598173) ### 2024-08-16 16:21 UTC · ORIGINAL > 2286.70 tokens per second. > > Make your backend decentralized. > @manifoldlabs > > P.S. Don't overuse my API key. https://t.co/ZpviCdFUrI Likes 202 · Reposts 41 · Quotes 13 · Replies 7 · [link](https://x.com/const_reborn/status/1824481741781995914) ### 2024-08-16 00:49 UTC · REPLY > @JosephJacks_ Come mine a 100B collectively Likes 67 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1824247067952189496) ### 2024-08-15 22:11 UTC · REPLY > bro. do you even use meta incentives? > > bro. do you actually do things non-abstractly? > > bro. Likes 22 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1824207241148346821) ### 2024-08-15 22:07 UTC · QUOTE > training digital space to solve problems for you is the new meta. https://t.co/Q6ab14zEZG Likes 106 · Reposts 14 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1824206357135798756) ### 2024-08-12 19:56 UTC · ORIGINAL > Cognition labs' "Devin" turned the fairly obscure SWE-benchmark into a ++billion dollar valuation. > > Benchmark-first companies will rule the 21st century. Likes 90 · Reposts 9 · Quotes 5 · Replies 0 · [link](https://x.com/const_reborn/status/1823086257284768170) ### 2024-08-12 19:37 UTC · REPLY > @MyLordBebo the jungle is a lot stranger than many realize. Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1823081414557905179) ### 2024-08-01 17:38 UTC · REPLY > @ryunuck not foom Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1819065087703064944) ### 2024-08-01 17:37 UTC · REPLY > @ryunuck Sokal-style hoax Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1819065020602634456) ## 2024-07 ### 2024-07-27 18:32 UTC · QUOTE > wait. hold up. https://t.co/kIXt4QDrsJ Likes 128 · Reposts 11 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1817266810267517145) ### 2024-07-25 22:05 UTC · REPLY > @JosephJacks_ @teknium The fixation on using human data can only mean we become food for the machines rather than their partners. Let's unleash them and ourselves from that dependance. Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1816595741852438877) ### 2024-07-25 20:20 UTC · ORIGINAL > I'll go one step further: > > The art of combining LLMs in conversation, "synthetically" is the way we'll untether ourselves from the limits of human generated data. > > Crossing that rubicon will be a step function for intelligence and @teknium will be the first on the other side. Likes 32 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1816569191769735423) ### 2024-07-25 20:11 UTC · QUOTE > LLMs are stochastic and can, like us, rank their own thoughts. > > Searching that space, mining it, will be a digital industry. > > Synthetic data is the mere edge of it. https://t.co/jAit8cNv8t Likes 123 · Reposts 12 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1816566900350210403) ### 2024-07-08 18:42 UTC · REPLY > Bittensor subnets allow us to expand upon the ways we can evaluate intelligence. > > Notably, with computational methods which are not existent in normal dataset based benchmarks. > > For instance, validators can be machine learning models themselves -- and indeed many are -- allowing us to define an intelligence benchmark via intelligence. > > The monetization element takes this and exponentiates it using the computational power of Bitcoin. Likes 95 · Reposts 14 · Quotes 5 · Replies 3 · [link](https://x.com/const_reborn/status/1810383905117319268) ### 2024-07-08 18:32 UTC · QUOTE > This is hard problem in creating a Bittensor subnet and why I always push teams to get very specific and metric focused. > > You are the intelligence creating the evaluation heuristic for intelligence. > > The best way to do it is use machine intelligence itself. Why? because there is actually a computational asymmetry between determining if something is good vs creating it. > > That falls back on the famous P!=NP conjecture which says you can check the solution faster than you can solve it. > > The seesaw back and forth between using the asymmetry to create intelligence and then using that intelligence to evaluate even better intelligence is what takes us further up the ladder towards AGI and beyond. Likes 141 · Reposts 17 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1810381338106847557) ### 2024-07-08 18:20 UTC · REPLY > @nearyd @JosephJacks_ Intelligence is required to create the evaluation heuristic: > > "The best measure of intelligence is intelligence itself" Likes 28 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1810378379516096762) ### 2024-07-08 18:12 UTC · REPLY > @nearyd @JosephJacks_ yes, there is no getting away from heuristics. > > Sutton's point was to focus on the evaluation heuristics rather than the solution heuristics. > > Evaluating intelligence is the hard part of creating it. Likes 30 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1810376467697877038) ### 2024-07-08 17:45 UTC · REPLY > In 2019, Richard Sutton began his prescient essay, ‘The Bitter Lesson’, like this: > > The biggest lesson that can be read from 70 years of AI research is that general methods that leverage computation are ultimately the most effective, and by a large margin. > > Without fail, since the inception of the field, systems equipped with a priori information (in a way analogous to some theories of intelligence) have lost out to those armed with massive computational budgets, and left to find solutions on their own. This was the zero to one realization for machine intelligence. > > This principle can be observed across every field of AI. For example, early approaches conceived of vision as searching for edges, angles and cylinders but were later discarded in favour of deep learning approaches that allowed neural networks to find invariances (like edges) in the data themselves. Recently, approaches have prevailed that remove human direction altogether and allow systems to discover meaning from unlabeled images. > > In language we see a similar pattern. Early researchers tried to build knowledge of ontological concepts and syntax into their systems in order to orchestrate language comprehension, but these systems were replaced by those those who built their own syntax trees, and later, by those that could learn from unlabeled corpora without any prior ontological framework or notion of syntax to speak of. > > The direction here is clear. The more withheld the lock maker, teacher, engineer, the better the result. Solutions, with their endless complexities, cannot be manufactured linearly. Instead, we must include only the meta-methods, step back, and allow the interaction of data and compute to uncover intelligence independently. > > We must also step back from the definitions of intelligence that currently guide our advancement. We must relinquish benchmarks, paper writing, and conferences. We must think of the field itself as a meta system upon which AI can grow. > > The Bittensor network is the largest bounding of this problem, the alignment of compute and human capital through a monetary container, creating the optimal environment for the advancement and growth of intelligence alongside humanity. The network is a pure market for representation knowledge, evaluation by machine intelligence systems directly: a measure of intelligence by intelligence itself. Likes 95 · Reposts 12 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1810369546609635795) ### 2024-07-04 22:14 UTC · ORIGINAL > @varun_mathur Ill take it haha Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1808987776261439971) ### 2024-07-03 23:02 UTC · REPLY > @KingNerb @ejorejorson23 99% of TAO holders likely are. Likes 28 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1808637593044856866) ### 2024-07-03 22:32 UTC · REPLY > - If you hold TAO on exchanges you are not at risk. > > - If you installed Bittensor 6.12.2 from source you are not at risk. > > - If you used a web wallet you are not at risk. > > - If you installed Bittensor 6.12.2 from PyPy but did not run any commands you are not at risk. > > - If you did run Bittensor 6.12.2 from PyPy and ran commands with that version there is a chance either your hotkey or coldkey is at risk > > - However if you never decrypted your coldkey your funds are not at risk and only your hotkey is compromised which does not have funds access. Likes 140 · Reposts 25 · Quotes 1 · Replies 12 · [link](https://x.com/const_reborn/status/1808630035345256575) ### 2024-07-03 22:26 UTC · REPLY > The chain itself has no risk at this point. > > The only issue is for those that participated in a specific version of Bittensor-python package -- specifically 6.12.2 -- downloaded it from PyPy. > > If you did not use PyPy to install Bittensor python version 6.12.2 you are unaffected. > > This would have meant you ran the command > python -m pip install bittensor==6.12.2 > > If you hold your funds on any other wallet, for instance, > 1. The bittensor web extension or > 2. Nova > > or if you used a web wallet to hold and move your funds. > You are unaffected. > > Specifically: > > Only those that downloaded Bittensor python 6.12.2 from Pip (python's package manner) and THEN used the installed python to run a function from the CLI -- had their wallets potentially compromised. > > We will be releasing instruction shortly for those users to take actions to mitigate risk. Likes 170 · Reposts 26 · Quotes 3 · Replies 5 · [link](https://x.com/const_reborn/status/1808628454134591733) ### 2024-07-03 20:45 UTC · REPLY > When we discovered the cabal attack last year -- nearly exactly on this date -- it became the impetus to release revolution and subnets. > > Life is like that. Roll with the punches it always ends up better. Likes 172 · Reposts 11 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1808603017262027099) ### 2024-07-03 20:42 UTC · ORIGINAL > Democracy was the product of centralization. > > Our goal has been to myopically focus on economic decentralization since this will underpin all decentralization to come. > > We are well positioned to be the most decentralized POS chain around. Bet on that. > > Regarding this attack, it was precisely because we had the ability to firewall the chain that we could mitigate the damage. > > More information coming to all. > Thank you for your patience. > -- const. Likes 367 · Reposts 64 · Quotes 6 · Replies 23 · [link](https://x.com/const_reborn/status/1808602219551600658) ### 2024-07-02 13:14 UTC · ORIGINAL > @naschain_ai @KeithSingery The removal of the centralized endpoint will massively speed up the search also because miners are free to develop their own search heuristics and work at their own speed. Nice work Likes 38 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1808127226245742799) ## 2024-06 ### 2024-06-30 14:12 UTC · REPLY > @bittingthembits Something even better Likes 107 · Reposts 7 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1807416811454955651) ### 2024-06-28 22:14 UTC · ORIGINAL > @parshantdeep also suggests a novel way to evaluate machine learning models Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1806813539589562537) ### 2024-06-28 22:14 UTC · ORIGINAL > @parshantdeep this is basically all foundation models are doing -- compressing the world into a few bytes. Hence why the data we use is incredibly useful. Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1806813445603614821) ### 2024-06-28 17:17 UTC · ORIGINAL > @Bettensor prediction is intelligence Likes 27 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1806738790444388500) ### 2024-06-28 16:09 UTC · ORIGINAL > You're building an AI company. We're building a 1000 year Intelligence Federation. We are not the same. Likes 745 · Reposts 189 · Quotes 29 · Replies 51 · [link](https://x.com/const_reborn/status/1806721647241802062) ### 2024-06-27 19:39 UTC · REPLY > @Matthew_C_Beck The real question of AI is how to quantify it Likes 17 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1806412077189521480) ### 2024-06-26 18:25 UTC · ORIGINAL > @sweetwater948 Each other. Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1806030966810640887) ### 2024-06-26 16:08 UTC · REPLY > @jayztrading dynamic TAO is being unlocked step by step. Likes 40 · Reposts 4 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1805996520124379305) ### 2024-06-26 16:03 UTC · ORIGINAL > More validators. Subnets as liquid DAOs. Dynamic ownership. > > There, that's the roadmap. Likes 236 · Reposts 31 · Quotes 3 · Replies 9 · [link](https://x.com/const_reborn/status/1805995288173400325) ### 2024-06-26 16:00 UTC · REPLY > This is the Bittensor dream for AI -- our greatest friend or worst nightmare -- will depend on its incentive alignment. > > Either we nest this technology into an open, decentralized, transparent stack, owned by us, or we suffer the consequences. Likes 67 · Reposts 15 · Quotes 3 · Replies 0 · [link](https://x.com/const_reborn/status/1805994540568109458) ### 2024-06-26 15:56 UTC · REPLY > The inverse is also true, evil people are just misaligned good people. Something to consider for all your foes. Likes 29 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1805993634225136049) ### 2024-06-22 22:27 UTC · REPLY > @DreadBong0 @FacetSir It is now when everything significant gets built. Likes 178 · Reposts 17 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/1804642480085749994) ### 2024-06-22 13:41 UTC · QUOTE > Bureaucracy is the end-state of all corporations. > > They simply don't have the tools to build competitiveness directly into the power structure. > > Dynamic TAO. Likes 163 · Reposts 25 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1804509952175944018) ### 2024-06-21 16:19 UTC · ORIGINAL > The Dao of optimization is recognizing that the question is far more useful than any answer Likes 100 · Reposts 7 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1804187518335881304) ### 2024-06-20 12:46 UTC · REPLY > @gregosuri we are very excited about this Likes 63 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1803771392267284573) ### 2024-06-19 10:48 UTC · REPLY > I don't agree with @saifedean about who we are -- we are not scammers and gullible gamblers -- but he is right to defend the important difference in emission immutability between Bitcoin and other tokens, including Bittensor. > > Bitcoin is quite literally the industry shield we all work behind and was specifically designed to protect against fiat currency and debasement. > > Bittensor is on a 21M cap and emission schedule, but we cannot pretend for a second that at our level of decentralized immutability we are comparable to Bitcoin. > > That being said, Bittensor is still in our first halving: in time we can and will ossify and calcify the same level of social and technical changes into the protocol that Bitcoin has and attain a similar degree of immutability -- its just a matter of time and work. Likes 225 · Reposts 32 · Quotes 8 · Replies 18 · [link](https://x.com/const_reborn/status/1803379237812052268) ### 2024-06-17 20:10 UTC · REPLY > @TaoBlackPhone I would not participate in this until the team gives more information. Likes 164 · Reposts 17 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1802795956989202480) ### 2024-06-17 18:28 UTC · REPLY > @Pablo_01618 @CryptoKratozz what happened? Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1802770355871961234) ### 2024-06-17 14:33 UTC · ORIGINAL > When we first built the Opentensor Foundation to support Bittensor we were responsible for everything: > > - The Python API. > - The Blockchain code. > - The Explorer/Scanner. > - The Validator nodes. > - The Subnet protocols. > - The CLI. > - Fundraising. > etc. etc. > > Today, the majority of these endeavors are being competitively run by other orgs in the ecosystem. > > @manifoldlabs > @FoundryServices > @taostats > @taoshiio > @Datura > @TensorplexLabs > ... and many more subnet owners + validators > > In the next few years all of it will be run by competitive collectives like this. > > Choose your gov with liquid democracy and competitive voting. > > We don't want a monopoly on anything. Likes 419 · Reposts 91 · Quotes 8 · Replies 29 · [link](https://x.com/const_reborn/status/1802711231201227202) ### 2024-06-15 19:11 UTC · REPLY > @Eito_Miyamura @nvidia @cHHillee @ai We need to rethink how information flows if you want workable decentralized training. Grads you can't pass, but higher order deltas? Possibly. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1802056469564862614) ### 2024-06-14 18:03 UTC · REPLY > -- is the nirvana of building crypto graphic incentive systems. > > Never fight the miners. Align them. Likes 54 · Reposts 6 · Quotes 3 · Replies 2 · [link](https://x.com/const_reborn/status/1801676958369255736) ### 2024-06-14 18:02 UTC · ORIGINAL > aligned evil people are good people. Likes 64 · Reposts 3 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1801676588133568579) ### 2024-06-12 15:59 UTC · REPLY > @WhalespringCEO @BitcoinRothbard @BittensorForum @bittensorcom @TheBittensorHub @Corcel_X Respect Bitcoin Maximalist skepticism -- it's the Web3 immune system. Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1800920851535343971) ### 2024-06-11 21:15 UTC · REPLY > "Life and death are one thread, the same line viewed from different sides" -- #TAO Likes 38 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1800637920220713433) ### 2024-06-11 21:13 UTC · REPLY > "For life and death are one, even as the river and sea are one." -- The #TAO Likes 46 · Reposts 2 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1800637493789995250) ### 2024-06-11 21:08 UTC · ORIGINAL > The real death knell of a network is stagnation, not volatility. > > Volatility is the food that the anti-fragile feed off -- fuel that feeds the fire of innovation. > > Evidence: within 20 minutes of subnet 21 going down, Omega birthed a better one which will give us Sora. Likes 181 · Reposts 31 · Quotes 4 · Replies 7 · [link](https://x.com/const_reborn/status/1800636370618401202) ### 2024-06-11 15:01 UTC · ORIGINAL > Don't buy subnets -- fork them. > > The code is open-source. > The miners are fungible. > > The moat is in the drive. Likes 217 · Reposts 30 · Quotes 4 · Replies 9 · [link](https://x.com/const_reborn/status/1800543888740110844) ### 2024-06-10 18:29 UTC · REPLY > @0xarrash Monetize your validator. Likes 65 · Reposts 7 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1800233849009631540) ### 2024-06-10 17:58 UTC · ORIGINAL > https://t.co/eYaRuGsx91 Likes 215 · Reposts 55 · Quotes 4 · Replies 10 · [link](https://x.com/const_reborn/status/1800226093640921089) ## 2024-05 ### 2024-05-29 23:16 UTC · REPLY > @MacrocosmosAI Pivot 13 into making the worlds largest pretraining dataset Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1795957291067285730) ### 2024-05-28 19:26 UTC · ORIGINAL > People underestimate how inefficient things are: > > Tensorplex beat Meta's llama-model with a cluster 50x smaller on a 6 month old Bittensor market. > > That's equivalent to five A100 -> H100 hardware upgrades in half a year. > > and the difference came from allocation not compute. Likes 436 · Reposts 98 · Quotes 9 · Replies 25 · [link](https://x.com/const_reborn/status/1795537244465635706) ### 2024-05-24 22:27 UTC · ORIGINAL > @crypto_bunker @TAOCommunityHub @SECGov @GaryGensler @BarrySilbert @DCGco We don’t hold those funds they are delegated to us and can be removed at any time. Completely different. Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1794133129088708688) ### 2024-05-22 20:06 UTC · QUOTE > https://t.co/A6bc6EWYi4 https://t.co/Qo49Ic8cLH Likes 225 · Reposts 50 · Quotes 3 · Replies 10 · [link](https://x.com/const_reborn/status/1793372863950643347) ### 2024-05-19 21:21 UTC · REPLY > @jasminervaa @opentensor Huge success it was :) Likes 24 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1792304563476701523) ### 2024-05-01 21:14 UTC · ORIGINAL > @TAO_Validator @opentensor 🚀 Likes 17 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1785779737928802528) ### 2024-05-01 18:02 UTC · REPLY > @mogmachine https://t.co/vq18zJwCdq Likes 86 · Reposts 1 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1785731409719484807) ## 2024-04 ### 2024-04-30 20:18 UTC · ORIGINAL > >1.5 PPL away from Saudi money https://t.co/hdfPqPtMSV on their own dataset. > > https://t.co/onKKXzRKLr Likes 39 · Reposts 6 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1785403317603938413) ### 2024-04-30 14:42 UTC · REPLY > @gregosuri breeding founders Likes 5 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1785318690390528444) ### 2024-04-29 22:36 UTC · QUOTE > I need a new phone https://t.co/lkWgNByuZZ Likes 246 · Reposts 29 · Quotes 2 · Replies 17 · [link](https://x.com/const_reborn/status/1785075653068431417) ### 2024-04-27 16:04 UTC · ORIGINAL > Factories in cyberspace. Likes 113 · Reposts 17 · Quotes 3 · Replies 10 · [link](https://x.com/const_reborn/status/1784252335927001484) ### 2024-04-24 14:28 UTC · QUOTE > One thing about @communeaidotorg that always amazes me is how fast Sal/team innovates. The dudes are unstoppable. > > I am not a holder btw. Just impressed. https://t.co/NqagvjkMvU Likes 148 · Reposts 37 · Quotes 10 · Replies 9 · [link](https://x.com/const_reborn/status/1783140977898569830) ### 2024-04-24 11:22 UTC · REPLY > @yet_you_read_IT Build the rails that the AI can use first Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1783094077099032988) ### 2024-04-23 22:35 UTC · REPLY > @TAOCommunityHub Sora next. Likes 32 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1782901054067151161) ### 2024-04-23 22:32 UTC · ORIGINAL > Incentivized influencer armies was not on my 2024 Bittensor bingo card .... > > But it actually makes a lot of sense: > https://t.co/EUZfZiyBHL > > Fear the swarm. Likes 203 · Reposts 39 · Quotes 8 · Replies 17 · [link](https://x.com/const_reborn/status/1782900448808026355) ### 2024-04-23 13:45 UTC · REPLY > @communeaidotorg It's actually called "yo mamma consensus" but whatevs.😂 Likes 29 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1782767744678531355) ### 2024-04-16 19:36 UTC · ORIGINAL > @Batlecash @d3centralise @badenglishtea TOTALLY Agreed Likes 17 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1780319420314734733) ### 2024-04-16 19:28 UTC · ORIGINAL > @d3centralise @badenglishtea Announcing plans for this Thursday. Likes 17 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1780317323754082525) ### 2024-04-16 16:57 UTC · ORIGINAL > @badenglishtea - Nous generates $40k/day via SN6, and 4 (+/-) miners share $85k/day rewards. > > Same as above. Likes 26 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1780279324030996495) ### 2024-04-16 16:56 UTC · REPLY > "a single miner is generating 100% of rewards ($85k/day)." > > For the record: this is by design (not a bug) as the incentive landscape puts the most value on lowering the loss. (the second best model is not worth anything) > > The lowest loss miner takes the full cake so that this drives down the loss maximally -- very fast. > > If the top slot didn't take the cake then there would not be enough incentive to attract the compute required to train a foundation model like is needed on Sn9. Likes 40 · Reposts 0 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1780279124113653837) ### 2024-04-16 16:51 UTC · REPLY > @badenglishtea "SN9 is generating $40k/day ownership incentive (to Const)," > > For the record: I do not own/receive funds from SN9 or any other subnet on Bittensor. Likes 107 · Reposts 4 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1780277890656907664) ### 2024-04-16 15:04 UTC · REPLY > Imagine I tasked you with drawing a really good picture. > > But now imagine you could clone yourself to paint pictures and if the clones made good pictures they could clone themselves. > > And then imagine if the clones that cloned good clones that painted good pictures got **paid** to clone more of themselves. > > We’d get a lot of good pictures. Likes 78 · Reposts 18 · Quotes 4 · Replies 1 · [link](https://x.com/const_reborn/status/1780250960549335514) ### 2024-04-16 14:22 UTC · REPLY > You could even adapt this to work with a Foundation Models but where the miners just adapt a top layer, or execution model, which uses the underlying representations from the feature model to play chess, or control a robotic arm, write code, fly a drone etc. Likes 31 · Reposts 3 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1780240267640975588) ### 2024-04-16 14:18 UTC · QUOTE > For small datasets, architecture search (NAS) makes the most sense. > > We can validate the miners by retraining the architectures on the validator side without worrying about testset leak to the miners. > > This will be valuable to companies that are seeking small (non-foundational) models for specialized tasks i.e. robotic components etc. > > Brilliant. Likes 109 · Reposts 18 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1780239368566825338) ### 2024-04-16 14:08 UTC · REPLY > + under the crypto market > + under Bitcoin > + under what? Likes 29 · Reposts 1 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1780236736552984776) ### 2024-04-16 13:51 UTC · ORIGINAL > Hyper-Meta Machine Learning > > Adapting neural networks: > > + under a loss function > + under a genetic algorithm > + under an incentive mechanism > > https://t.co/ek5Yn0Ild5 Likes 169 · Reposts 35 · Quotes 4 · Replies 6 · [link](https://x.com/const_reborn/status/1780232431364149712) ### 2024-04-15 14:58 UTC · ORIGINAL > "Decentralized" AI is just a heading for a variety of positive features that Web3/Crypto/p2p/permissionlessness systems can bring to any technological pursuit. More fluid dynamics of control and power are part of that because crypto can facilitate wider more liquid, more transparent forms of ownership around technologies and their profits -- however that's just the tip of the iceberg. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1779886926129996095) ### 2024-04-14 15:27 UTC · ORIGINAL > @MacrocosmosAI Likes 19 · Reposts 3 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1779531817558654986) ### 2024-04-14 15:17 UTC · ORIGINAL > SubDevin: A subnet which full-time solves Upwork challenges and Github issues. > > Doable. Likes 213 · Reposts 28 · Quotes 7 · Replies 6 · [link](https://x.com/const_reborn/status/1779529438834647153) ### 2024-04-08 15:11 UTC · QUOTE > Better CEOs, better data centers, better research labs…. https://t.co/6rP212KGNN Likes 103 · Reposts 16 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1777353629252391340) ### 2024-04-03 15:19 UTC · REPLY > Your incredulity is understandable, but wrong: > > Uber, Airbnb, Bitcoin etc, all of them are showcases of low or unpermissioned incentive designs which took the world by storm. > > Uber is an incentivized protocol > Airbnb is an incentivized protocol > Bitcoin mining is an incentivized protocol > > Their global, unpermissioned, incentivized, nature **is** their killer app. Why? because it allows them to efficiently procure, allocate, and organize resources. > > Allocate, procure, and organize resources in a way that greatly exceeded their competitors classical organizational designs ("MSFT, OpenAI, APPL, NVDA") -- in their domain. > > That was no coincidence. The biggest problem facing an organization is how to organize its people and its capital. > > Cryptocurrency goes even further, as it excels at the creation of organizational protocols for human, digital, or other resource, using the most expressive language-of-value the world has ever seen. > > Abstractly, Bittensor is just a toolkit for creating such systems: "a protocol for the creation of incentivized protocols" -- we use it for AI. > > Referring back to your quote tweet re ASICs: Bittensor subnets are micro-directed-incentive designs, each 'specific' to a certain digital commodity: hashes, inference speed, storage, training etc. > > This makes them similar to ASICs since ASICs are circuits designed for the production of 'specific' computational challenges. > > Hope that helps. Likes 448 · Reposts 92 · Quotes 13 · Replies 37 · [link](https://x.com/const_reborn/status/1775543621393268912) ### 2024-04-03 14:36 UTC · REPLY > @0xPrismatic An application specific circuit is hardware designed to drive a single type of workload (i.e. Sha256 hashing) > > Bittensor subnets are incentive systems designed to drive a single type of workload > (i.e. inference/storage/training) Likes 15 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1775532754551054534) ### 2024-04-03 00:02 UTC · ORIGINAL > Bittensor subnets are the ASIC chips of decentralized computing Likes 438 · Reposts 80 · Quotes 3 · Replies 17 · [link](https://x.com/const_reborn/status/1775312918319698382) ### 2024-04-01 19:53 UTC · REPLY > @StudioMilitary “Top secret deep-web underground cyberpunk AGI manhattan project” Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1774887920844894605) ### 2024-04-01 18:14 UTC · REPLY > Check out JudgeLM and PandasLM examples of models-as-judges (nascent field) capable of matching 90% agreement with human evaluators with a 7B model. > > https://t.co/niPHSl5DsA > > But even without these papers it should be patently obvious just from lived experience that judging an idea is easier than constructing it. > > IMO The asymmetry of intelligence is how we will go beyond human evaluations and into self evaluating AI. > > Train - Judge - Train - Judge etc > Thesis - Anti thesis - Synthesis Likes 25 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1774862962391470221) ### 2024-04-01 16:40 UTC · REPLY > In Bitcoin, the miners produce a hash of the block data by incrementing a nonce until Sha256( nonce, block_data) has a required number of leading zeros. > > When a miner returns the nonce + block_data the check is simple, namely running Sha256( nonce, block_data) once. > > However, finding the specific nonce where the leading zeros suffice the min requirement will take a really long time, a quality of one-way-functions like Sha256. > > Sha types algorithms are quintessential examples of the asymmetry between finding a solution and validating it. > > Many such instances exist and the problem is well known: https://t.co/9bQczW15lc > > Intelligence also has this quality. Where a large model may be required to find a good solution to a problem (i.e. answer a math problem) but where a smaller one can check that solution easily. > > Also a quality of Subnet 1, where when the question is constructed before-hand by looking at the relevant reference data, the answer can be checked easily by a smaller LLM with that reference data in hand. > > The subnet incentive mechanism runs like a one-way-function, hash function for intelligence. Likes 10 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1774839304696864908) ### 2024-04-01 14:56 UTC · QUOTE > #TAO ism is the from the east. https://t.co/E4mc3LkC3F https://t.co/Ped1k7Bnhr Likes 182 · Reposts 19 · Quotes 2 · Replies 15 · [link](https://x.com/const_reborn/status/1774813069946048860) ### 2024-04-01 13:53 UTC · QUOTE > Bit based machine learning will be the gateway to thermodynamic chips. > > Biomimicry at its best: These are synapses firing. > > #Knowm https://t.co/dAnTaG6H37 Likes 154 · Reposts 24 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1774797331558211960) ### 2024-04-01 02:34 UTC · REPLY > For the exact same reason that Nous Research doesn’t mine their own subnet, the exact same reason the American gov could never mine Bitcoin, why the USA beat the USSR. > > incentivized systems are more optimal —you can’t compete with their production in a direct way. > > Random, incentived, better aligned people on the internet beat you within a week. We just built a way to express all sorts of things like that. Likes 74 · Reposts 7 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1774626416606257383) ### 2024-04-01 00:44 UTC · REPLY > Hey Martin. Missed this one. > > Couple things: > > 1) Verification only needs to happen 1/x times for similar tasks. (Like an inference request) As we evaluate more and more tasks the probability of the next task being false goes to effective zero. Bittensor subnets continuously filters the miners making them more and more honest over time. > > 2) many tasks have an asymmetrical relationship between checking the work and producing it. (Hashes are a good example) > > I’d love to talk about this more at length some time. Thanks for the honest inquiry. Likes 62 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1774598557187653820) ## 2024-03 ### 2024-03-31 23:21 UTC · REPLY > Can’t be done - but we never claimed we solved “the compute double spend problem” > > We wouldn’t claim that because not all computations on Bittensor need to involve two parties running the same work. > > In most cases validation only needs to be done 1/x times to construct a reward landscape which miners climb. > > If you want 100% verifiable computation you need ZK and a double spend. We can do that but we don’t need to. > > For most problems in ML, good enough is good enough. > > For instance, even for LLMs themselves you can’t be sure about the bounds of those models, a ZK doesn’t solve your problem either, things are probabilistic and too multi dimensional to control entirely. Likes 75 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1774577900445991012) ### 2024-03-31 22:41 UTC · REPLY > @Grady_Booch @wagieeacc Hey @Grady_Booch I respect your work. But I don’t know what “the problem” is you are referring to. I am interested. Can you link me? Likes 29 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1774567714272465002) ### 2024-03-31 22:34 UTC · REPLY > @wagieeacc Inference queries can also be used for validation, you don't any excess spends. > > Indeed, the ratio between validation/inference converges to zero as the subnets reach capacity. > > This is just about already the case on S18 and S19. Likes 48 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1774566021443228095) ### 2024-03-31 21:42 UTC · QUOTE > "1) double spend of compute is inefficient and will never be cheaper than single source" > > No, no! no one queries all 1024 miners on subnet 1 to get an answer (or any other for that matter). This wouldn't be a double spend it would be a 1000x spend. > > Note: Bittensor validation systems work by constructing a reward landscape under which miners optimize work. > > For example, subnet 1's validation system, where miners are rewarded for optimizing their retrieval systems (e.g. how they index information and bring it into the context window of their LLM). > > A difficult thing to understand is that the validation system (i.e. the way in which the miners are tested for their performance) and the inference design ( the way in which the miners are queried to use that work) are **separate** -- one is used to guide the network, the other is used to access it. > > By analogy, very similar to how training data is used to align a model before it is put into production (inference). > > Double Note: The creation of an isomorphism (same shape) between the validation and the inference system is the essential craft of incentive landscape design. Without aligning the validation system with the inference design, miners won't generalize between contexts and you can't use the network. > > Ill leave it to the reader whether they find it worth their time to engage with the remaining critiques from the thread below. Likes 270 · Reposts 42 · Quotes 1 · Replies 17 · [link](https://x.com/const_reborn/status/1774552917464514592) ### 2024-03-31 01:24 UTC · QUOTE > Going to completely change how we do distributed training https://t.co/CY7oAlUgD2 Likes 151 · Reposts 25 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1774246294032195876) ### 2024-03-30 15:32 UTC · ORIGINAL > Remember: dialectics rule the world. FUD is the fuel that burns the dead wood. Welcome it. Understand anti-fragility. Forget charts and be bullish only on the truth. The most profound things take time to understand, they are not junk food, they are medicines. #TAO Likes 628 · Reposts 137 · Quotes 14 · Replies 32 · [link](https://x.com/const_reborn/status/1774097399428038858) ### 2024-03-29 22:02 UTC · REPLY > No no. Almost everything happens off chain. You get the response instantly. > > The validators just measure the performance of miners (i.e. speed, bandwidth, intelligence) and the evaluations go to the chain where we reach consensus on them. > > This is the unique thing about Bittensor which allows us to measure arbitrary digital commodities, fuzzy things like information production or the weights of hundred Billion parameter models. Likes 137 · Reposts 8 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1773833137732178196) ### 2024-03-29 21:53 UTC · REPLY > Unless they collude with other validators, preferring some miners over others (helping like you suggested) simply diverges their weights from the attractor state (since the other validators see a different thing) this is more costly than the extra incentive to the miners because they only make incentives when they reach consensus (agreed upon by the majority) Likes 11 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1773830808446337338) ### 2024-03-29 21:47 UTC · REPLY > Bittensor isn’t a product, like Ethereum isn’t a product, it’s a platform for creating products. > > For instance, Ethereum provides a decentralized backbone for censorship resistant contracts: uniswap, crypto kitties, maker DAO etc > > By analogy, Bittensor provides an incentivized/decentralized backbone for ML applications: https://t.co/9Hfo7ZuEpC, https://t.co/lvc98uOPvZ, (RAG LLM inference), Image Studio https://t.co/DPQEwNeOIO, FileTao (storage), Nous research training (6) Pretraining (9). Etc > > Our applications are nascent. But they have qualities that make them uniquely competent at competing with centralized infrastructure and that is because they make use of Bitcoin style mining primitives to drive down costs and optimize their digital commodity production. > > Indeed, Bittensor is just an abstraction over Bitcoin mining (as Ethereum was an abstraction over Bitcoin transactions) — applied to AI. > > For instance, our training networks, which are non-permissioned, 24/7, global, incentivized — have the ability to attract talent globally and allocate resources more efficiently than any corporation. We have recently surpassed OpenAI on their 1B param model (small but significant) > > The subnet in question, S1 is capable of optimizing accuracy and lowering costs on RAG style intelligence retrieval because of its incentivized nature. > > Scraping Subents procure data, Storage subents store it, retrieval subents index it, RAG subnets process it. We do inference, generation, and training over models. > > How can you (and your ML friends) interact with Bittensor? You can use our applications above. As easy as any ML tool. You can also build incentivized infra to solve your problems. And you can mine/validate/govern a decentralized AI network. > > Would be cool to work with you. > -const Likes 390 · Reposts 103 · Quotes 14 · Replies 16 · [link](https://x.com/const_reborn/status/1773829478176690646) ### 2024-03-29 21:26 UTC · REPLY > Or better, what stops a validator from just saying their miners are better? > > The answer is Yuma Consensus, the fundamental building block of Bittensor, which penalizes validators for being outside of the consensus point (i.e. by disagreeing too far away from others) > > This creates the attractor state which forces honest behavior. > > fuzzy proof-of-stake on arbitrary subjective things Likes 26 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1773824010385551648) ### 2024-03-29 21:21 UTC · REPLY > @wagieeacc @ShitcoinDouche @ercwl @mogmachine Hey Martin. If things are not understood that’s not a good look. > > You want to know which applications and tools are built on Bittensor? Likes 41 · Reposts 3 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1773822817114440044) ### 2024-03-29 20:54 UTC · REPLY > Note, when the validators construct the reference answer they have the actual reference in hand. i.e. you are looking at the specific file that the question is about. > > On the other hand the miner needs to go from the question, figure out what data to retrieve and then compile the answer. > > The asymmetrical nature of the validation forces miners to get better and better at intelligent retrieval. > > Speed factors in the reward also force them to run fast infrastructure to do this. Likes 39 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1773815941807161634) ### 2024-03-29 20:27 UTC · REPLY > @gautamsaluja @ercwl It was a valid mistake, some of this stuff is hard to understand. Likes 131 · Reposts 3 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1773809300529385636) ### 2024-03-29 20:18 UTC · REPLY > “the validator produces one or more reference answers which all miner responses are compared to.” > > It is important to note that validators first retrieve files to construct these reference answers. The miners don’t have this added context and must use RAG to attain correct answers. > > This creates an incentive system which rewards the best retrieval designs. The redundancy is used to accurately measure this, inferences over the network don’t perform redundant queries. > > For those that understand ML the design is quite profound: a incentive system isomorphic to the auto encoder, or one way function. Likes 439 · Reposts 28 · Quotes 20 · Replies 12 · [link](https://x.com/const_reborn/status/1773806987735605475) ### 2024-03-27 23:41 UTC · ORIGINAL > Don't follow the ideas of the weak Likes 35 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1773133242872349064) ### 2024-03-27 23:40 UTC · REPLY > Turned down Google Brain after listening to this song. > Best choice of my life. Likes 29 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1773133052425748545) ### 2024-03-27 23:38 UTC · ORIGINAL > https://t.co/e6XuJec1sr Likes 20 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1773132480834392110) ### 2024-03-27 23:36 UTC · ORIGINAL > Do not succumb to the masses ideas > Over ridicule and judgement > For those who follow the ideas of the weak > Will perish in a dim fog of enlightenment > Become the vision of the minds eye > And carry a flame to the fire > Do not wait for the fire to carry the flame to you > Build, work, build, work, build, work > Fall down, fail, learn, learn, earn, earn and conquer > Money is a tool for the creation of a creative space > Do not squander the value of a gift from a friend > Family, strangers, enemies, Atheists, partisans, peddlers, people > People in this ocean of hungry minds > Feed, do no starve > Start now, wake up now > A trillion more lives will live happy before one of those trillion care or not about your happiness > Love yourself and hate only you > If you don't... Likes 162 · Reposts 22 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1773132019398287549) ### 2024-03-27 14:04 UTC · REPLY > @EMostaque Everyone who lives true. Likes 23 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1772987997421556005) ### 2024-03-23 17:22 UTC · REPLY > @KeithSingery First sentence of Yuma’s paper: > > “As with other commodities, markets could help us efficiently produce machine intelligence” > > Bittensor isn’t *only* built on the premise that it’s needed. > > It’s built on the premise that it was better. Likes 64 · Reposts 11 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1771588242950824107) ### 2024-03-23 17:17 UTC · REPLY > @KeithSingery Obsoletion is the only way Likes 25 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1771587005845025005) ### 2024-03-22 13:08 UTC · QUOTE > monetary computer https://t.co/7TIixKVmqG Likes 48 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1771162108392071614) ### 2024-03-20 23:58 UTC · REPLY > @EMostaque e/pop https://t.co/JwXRXmmNlg Likes 10 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1770600941378826384) ### 2024-03-19 01:15 UTC · REPLY > @tsarnick Malthusian delusion Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1769895390910775327) ### 2024-03-18 02:07 UTC · QUOTE > And the torch of the “open AI” moves to grok … > > That is, until Elon discovers he’s in the exact same “Open Ai company” —> “closed source Ai - cause I can’t pay for it” fly wheel > > Just a matter of time. Same shit different day. https://t.co/Zf1d24mVME Likes 179 · Reposts 32 · Quotes 5 · Replies 5 · [link](https://x.com/const_reborn/status/1769546044046492101) ### 2024-03-18 01:18 UTC · REPLY > @LnJu9 @neural_internet @akashnet Measure it. > > In this case, via GPU POWs Likes 11 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1769533737476255762) ### 2024-03-16 00:03 UTC · QUOTE > When you break the limiting thought that distributed training needs to work the same way as torch.dist gradient sharing ... > > And then, instead, reconfigure it as collectively incentivizing "lowest loss, least cost" -- you get subnet 9 on Bittensor. > > Unreal competition married with the best allocation method to put compute behind those same engineers. Beautiful to see in action. > > We beat them at 1B ... Likes 253 · Reposts 59 · Quotes 6 · Replies 10 · [link](https://x.com/const_reborn/status/1768790152611299369) ### 2024-03-15 21:23 UTC · QUOTE > @neural_internet @akashnet > > "hold my beer" - incentivized computing https://t.co/4nBnUne7ag https://t.co/lyF4XBloXB Likes 126 · Reposts 27 · Quotes 4 · Replies 8 · [link](https://x.com/const_reborn/status/1768749807680749776) ### 2024-03-15 20:44 UTC · REPLY > @opentensor Cooking Likes 30 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1768740032909603000) ### 2024-03-15 20:43 UTC · REPLY > @opentensor BIT-0.5 Likes 86 · Reposts 3 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1768739820451348583) ### 2024-03-14 19:54 UTC · REPLY > @LnJu9 Next week. Likes 44 · Reposts 2 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1768365089097404575) ### 2024-03-09 00:37 UTC · ORIGINAL > Subnet 9 surpasses OpenAI’s GPT2 large on wiki text. Moving to 7B’s next. https://t.co/u3uvm00a8m Likes 327 · Reposts 73 · Quotes 12 · Replies 10 · [link](https://x.com/const_reborn/status/1766262043722608829) ### 2024-03-09 00:34 UTC · ORIGINAL > Bitcoin won’t require block rewards or transaction fees once it achieves world reserve status. > > Players will mine at a loss to control the block transition. > > Same for the control over AI. Likes 200 · Reposts 32 · Quotes 6 · Replies 22 · [link](https://x.com/const_reborn/status/1766261279247757798) ### 2024-03-08 10:58 UTC · REPLY > @teknium @SteveMoraco I can help Likes 13 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1766055917479469400) ### 2024-03-07 05:17 UTC · REPLY > @far__el Don’t trust, verify Likes 19 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1765607809154998678) ### 2024-03-02 13:16 UTC · REPLY > With our own hands, we have a chance to birth a new millennium which looks back on this era and scoffs at the hubris and stupidity of fiat and centralization. > > Bittensor is built to live on that new continent. Likes 162 · Reposts 43 · Quotes 5 · Replies 8 · [link](https://x.com/const_reborn/status/1763916243139219666) ### 2024-03-02 03:20 UTC · QUOTE > “When it’s not obvious how to benefit the world, the 5 of us would decide” https://t.co/RbJMRiGZ9R Likes 152 · Reposts 36 · Quotes 8 · Replies 14 · [link](https://x.com/const_reborn/status/1763766360520475103) ### 2024-03-01 11:15 UTC · REPLY > @SimonAHarman @Chainflip @bittensor_ Deal Likes 119 · Reposts 8 · Quotes 6 · Replies 7 · [link](https://x.com/const_reborn/status/1763523549149704422) ## 2024-02 ### 2024-02-28 15:39 UTC · QUOTE > Collective scraping will free us https://t.co/QWIBSGa4Uh Likes 82 · Reposts 14 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1762865188783702466) ### 2024-02-27 15:54 UTC · REPLY > @cnws0223 @ScimpanzeS @BarrySilbert 😂 Likes 10 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1762506383214489958) ### 2024-02-26 12:17 UTC · REPLY > @gregosuri It’s a great deal when the world reserve currency gets printed into your stock price. Likes 26 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1762089530130313225) ### 2024-02-21 06:47 UTC · REPLY > @JosephJacks_ @ai @bittensor_ @natfriedman On it Likes 55 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1760194629406957789) ### 2024-02-13 14:20 UTC · ORIGINAL > There are geniuses in this world who’s work was mercurial, essential. @elonmusk @ylecun, Steve Jobs etc > > and yet, is was the case that the foundation of their genius was other people: McCulloch–Pitts, Woz, contemporary or not. > > Which is to say, their successes’ prime ingredient, the activator, were the skills of others. > > The antipathy of this thought is ego. “I did it”. The lie, which hinders all genius stuck - seeking progress, alone through itself. > > Nature forms ecosystems, we form societies, machine intelligence will form networks — and that will make all the difference. > > One step further still, we should be excited to see a network of decentralized crypto systems evolve and connect. We will all bolster and drive each other forward. > > Praise be the meta systems haha > Amen 🙏 Likes 172 · Reposts 34 · Quotes 5 · Replies 14 · [link](https://x.com/const_reborn/status/1757409448585240772) ### 2024-02-10 12:35 UTC · QUOTE > Bittensor defines protocol to consume $7 trillion worth of compute https://t.co/bd3oF9UJFL Likes 365 · Reposts 85 · Quotes 11 · Replies 15 · [link](https://x.com/const_reborn/status/1756295733190230136) ### 2024-02-09 20:00 UTC · ORIGINAL > @WallStreetSilv Bitcoin is the USA’s out here. It’s the sleight of hand answer to the end of the dollar denominated world, and they get to keep the moral high ground. > Narrative and strategic win when you realize most Bitcoin is US owned. Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1756045512652833117) ### 2024-02-07 15:20 UTC · QUOTE > Pretrained models will be fuel for @NousResearch fine tuning. https://t.co/kAKr7XTM1z Likes 107 · Reposts 23 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1755250091126882777) ### 2024-02-07 13:12 UTC · ORIGINAL > Truly decentralized systems are supranational and don’t adhere to standard geopolitics — indeed, they render them obsolete. > > I’ll be visiting Asia to discuss refocusing the AI race through non-permissioned borderless competitive systems; I believe it's the way to avert an AI hot war. > > Please connect me with the most underground of underground hacker spaces, if you know any. Likes 229 · Reposts 52 · Quotes 5 · Replies 14 · [link](https://x.com/const_reborn/status/1755217914775429345) ### 2024-02-05 21:16 UTC · ORIGINAL > @namoray_dev https://t.co/qJp1LgNkcS Likes 14 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1754614892055716294) ### 2024-02-01 15:33 UTC · QUOTE > Taking the stage with @teknium and @theemozilla. See y’all there https://t.co/xA2KiqFVno Likes 89 · Reposts 14 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1753079117657108656) ## 2024-01 ### 2024-01-31 13:19 UTC · REPLY > “BDNF is known to promote neuronal survival, axonal guidance, and activity-dependent synaptic plasticity.” > > Neurotrophins act retrograde in the brain - “passed backward” - between neurons to stimulate growth. Potentially for the production of useful signals. Akin error propagation. > > https://t.co/Xo9s3cot91 Likes 5 · Reposts 0 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1752683136410870008) ### 2024-01-31 13:05 UTC · REPLY > @Gravity_v20 Neurotrophic feedback Likes 14 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1752679450498523218) ### 2024-01-31 12:57 UTC · REPLY > @divineglare @Timo37_ Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1752677407029383669) ### 2024-01-31 12:44 UTC · ORIGINAL > Come build locks Likes 37 · Reposts 6 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1752674133047975944) ### 2024-01-31 12:04 UTC · ORIGINAL > God didn’t make the key; he defined the lock. Likes 107 · Reposts 16 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1752664120439058586) ### 2024-01-31 11:55 UTC · REPLY > @Aizkmusic @abacaj Other mechanisms on Bittensor do model inference incentives. Gradient computation incentives, etc Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1752661856672501912) ### 2024-01-31 11:54 UTC · REPLY > One mechanism on Bittensor generates continuous synthetic data. That shuttles over to this mechanism which rewards the first model with the lowest loss (time stamped by the chain). A set of distributed validators run a continuous eval on the models. Those get submitted to the chain which in turn pays the contributing models. The use of continuous synthetic data makes it impossible to overfit on. Likes 5 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1752661667614200024) ### 2024-01-31 11:45 UTC · REPLY > @furkangozukara @abacaj New synthetic data is generated continuously Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1752659428178837664) ### 2024-01-30 18:22 UTC · REPLY > @DreadBong0 @mogmachine Well deserved praise for the most dreadful of bongos alive Likes 104 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1752397008051093822) ### 2024-01-30 15:24 UTC · REPLY > @beffjezos @beffjezos food for thought. Thoughts about decentralization. Make it unweaponizable: > > can’t be evil, not just e/acc philosophy say it won’t be. Likes 20 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1752352012891467951) ### 2024-01-30 15:21 UTC · REPLY > @beffjezos Whats the point of building something great if at the very end of the road the gun at your head makes you turn your ideals on their head? Likes 14 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1752351389076836798) ### 2024-01-30 15:20 UTC · REPLY > @beffjezos Hence why you need to build technology that the men in black suits can’t find the center of. Likes 35 · Reposts 1 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1752351028995887499) ### 2024-01-30 14:00 UTC · REPLY > CC: Crypto dynamic legend @0xcarro Likes 38 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1752331001148149879) ### 2024-01-30 13:50 UTC · REPLY > All of this stuff converges at the level of self organizing computation. Whether it’s at the level of energy (i.e. thermodynamic computing like what @beffjezos is doing) or the level of abstracted neurons ML models (i.e. neural dynamic computing @NousResearch ) or what we are doing with crypto dynamics. > > It’s all the same thing. Using the power of nature. Getting out the way. Scaling like the universe scales. Likes 75 · Reposts 8 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1752328431843377493) ### 2024-01-30 13:47 UTC · ORIGINAL > Common misconception of crypto people is to think the AI world needs their security guarantees, ZK proofs, “AI in my smart contracts”. This myopic thinking. > > Common limitation of AI people is thinking crypto is all a scam and not noticing that we just invented the most expressive language for thermodynamics ever, and that we can literally write energy functions and loss functions with money now. Likes 86 · Reposts 10 · Quotes 4 · Replies 2 · [link](https://x.com/const_reborn/status/1752327627539415527) ### 2024-01-30 13:42 UTC · QUOTE > AI needs Crypto = no > > Crypto needs AI = no > > Crypto is AI at the intersection of self organizing computation = yes https://t.co/8TEMSJTeoG https://t.co/ADKRVSOedq Likes 292 · Reposts 83 · Quotes 10 · Replies 12 · [link](https://x.com/const_reborn/status/1752326523502141494) ### 2024-01-29 20:09 UTC · QUOTE > Don’t submit a resume. > Submit a model. > > The future of AI companies where you can own part of them, get paid by them, work for them and never ask a soul. https://t.co/w0kdZXhns9 Likes 182 · Reposts 41 · Quotes 4 · Replies 8 · [link](https://x.com/const_reborn/status/1752061498732712064) ### 2024-01-27 19:49 UTC · QUOTE > Fantastic explanation @TomFastlane > > A true $TAOist https://t.co/X76bPNm7Av Likes 71 · Reposts 7 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/1751331515961667873) ### 2024-01-27 18:49 UTC · REPLY > @DankEngine13 😂 Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751316493881532722) ### 2024-01-27 18:21 UTC · ORIGINAL > @ScimpanzeS Correct but a moment too late. Already solved Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1751309423237038524) ### 2024-01-27 18:20 UTC · REPLY > Solved Likes 13 · Reposts 1 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1751309131141489026) ### 2024-01-27 18:19 UTC · REPLY > @TomFastlane DM me Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1751309067740479499) ### 2024-01-27 18:18 UTC · ORIGINAL > @TomFastlane Bingo. Likes 14 · Reposts 3 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1751308685689680211) ### 2024-01-27 18:16 UTC · ORIGINAL > @cryptodzizys X nice try Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751308275851682155) ### 2024-01-27 18:15 UTC · ORIGINAL > @BrettFosterUK Requires explanation Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751308004660515207) ### 2024-01-27 18:14 UTC · ORIGINAL > @levytrades Requires explanation Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1751307645112258612) ### 2024-01-27 18:14 UTC · REPLY > @TomFastlane Requires explanation Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1751307583237894559) ### 2024-01-27 18:13 UTC · REPLY > Everyone just using GPT. > This is a test of human vs machine Likes 12 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1751307372562206967) ### 2024-01-27 18:11 UTC · ORIGINAL > @MatrixMurmillo X, and would require explanation Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751307030315319489) ### 2024-01-27 18:07 UTC · ORIGINAL > @illupoli X. With explanation required also. Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751305883156406379) ### 2024-01-27 18:06 UTC · ORIGINAL > @BrettFosterUK X. Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751305720421666941) ### 2024-01-27 18:06 UTC · REPLY > * with explanation Likes 8 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1751305667099430958) ### 2024-01-27 18:06 UTC · ORIGINAL > @ogagmnn X Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751305616780320841) ### 2024-01-27 18:05 UTC · ORIGINAL > @0xRiskReformed @tubercla X Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751305544516653300) ### 2024-01-27 18:05 UTC · ORIGINAL > @tubercla One guess per account and X Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1751305453592621352) ### 2024-01-27 18:05 UTC · ORIGINAL > @nordintrades X Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1751305335610990962) ### 2024-01-27 18:04 UTC · REPLY > @ttsheik X Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1751305228421370335) ### 2024-01-27 18:03 UTC · REPLY > @JosephJacks_ X Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1751305008136511899) ### 2024-01-27 18:03 UTC · REPLY > @tubercla Nope. GPT is wrong. Likes 1 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1751304883804778516) ### 2024-01-27 17:59 UTC · REPLY > 100 Tao to the first person who solves this riddle Likes 29 · Reposts 2 · Quotes 1 · Replies 35 · [link](https://x.com/const_reborn/status/1751303991852482576) ### 2024-01-27 01:05 UTC · QUOTE > Two parts of life’s absurdity; > make way in front of you. > She and he, a split duality; > a philosophy cleaved in two. > > If Dionysus fights Apollo; > and Confucius hates Lao Tzu. > Then you’ll find no Epicurean; > in the journals this man knew. > > Who is he? https://t.co/znsMZKTJHl Likes 95 · Reposts 17 · Quotes 2 · Replies 30 · [link](https://x.com/const_reborn/status/1751048854865105263) ### 2024-01-24 22:19 UTC · REPLY > @VanBitcoiners @lnbits I remember when it was beer Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1750282218340024464) ### 2024-01-23 21:25 UTC · QUOTE > SN1 works like an auto-encoder forcing miners to reconstruct the prompt data with limited information. > > The design is an innovation in intelligence validation which forces LLMs to become researchers + learners. > > 10 worthy papers in here but the team moves so fast there simply isn't enough time. Likes 159 · Reposts 42 · Quotes 6 · Replies 3 · [link](https://x.com/const_reborn/status/1749906252090535938) ### 2024-01-17 20:37 UTC · ORIGINAL > The non-determinism of neural network training is what allows it to discover minima in energy functions without those being pre-coded by a designer. > > The determinism is in the energy function itself: the equation against which the mutable computational substrate (i.e. the weights) adapt over-time, via trial and error. > > In crypto-dynamic systems (i.e. Bittensor), tokenization affords us the determinism, allowing us to represent an energy function via humanities most synthetic form of energy, namely "Money". > > This isomorphism to the neural energy function has a massive benefit: it casts a net over all organizable matter -- not just the parameter space of a neural network. > > This forms the union of crypto and AI. > > https://t.co/2kjuByyuvO Likes 111 · Reposts 26 · Quotes 2 · Replies 6 · [link](https://x.com/const_reborn/status/1747719878998446559) ### 2024-01-17 20:23 UTC · ORIGINAL > The non-determinism of neural network training is what allows it to discover minima in energy functions without those being pre-coded by a designer. > > The determinism comes from the "energy function": the equation against which the mutable computational substrate (the weights) adapt over-time, via trial and error. > > The 'determinism' of tokenization in crypto-dynamic systems (i.e. Bittensor) is simply another way of representing an energy function, but notably via humanities' most synthetic form of energy: Money > > This isomorphism to the neural energy function has a massive benefit, it casts a net but over all organizable matter - not just over the parameter space of a neural network. > > That's the union of crypto and AI. > > https://t.co/2kjuByyuvO Likes 34 · Reposts 6 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1747716373009113591) ### 2024-01-17 20:22 UTC · ORIGINAL > The non-determinism of neural network training is what allows it to discover minima in loss functions without those being pre-coded by a designer. > > The determinism comes from the "energy/loss function": the equation against which the mutable computational substrate (the weights) adapt over-time, via trial and error. > > The 'determinism' of tokenization in crypto-dynamic systems (i.e. Bittensor) is simply another way of representing an energy function, but notably via humanities' most synthetic form of energy: Money > > This isomorphism to the neural energy function has a massive benefit, it casts a net but over all organizable matter - not just over the parameter space of a neural network. > > That's the union of crypto and AI. > > https://t.co/2kjuByyuvO Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1747715968715936144) ### 2024-01-13 03:47 UTC · REPLY > @roninmma_ @JosephJacks_ @opentensor @shibshib89 Yin Yang founders Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1746015973734314209) ### 2024-01-11 14:01 UTC · REPLY > My hope for these type of “out in the open” design changes is to bootstrap Bittensor’s governance. We are currently setting up the structure so the subnet owners can make propositions and the root network can vote on it and vice-versa. I hope for a culture of writing and submitting white papers to improve the Bittensor mechanism. Likes 71 · Reposts 8 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1745445802213081392) ### 2024-01-11 13:06 UTC · REPLY > @120kappa @KeithSingery Inside joke high quality Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1745431903992160362) ### 2024-01-10 19:00 UTC · ORIGINAL > For those that don’t know. It’s incentivized gradient passing. Maybe the first ever real example of this in the world with true incentives caked in. Likes 56 · Reposts 5 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1745158804780507545) ### 2024-01-10 18:51 UTC · ORIGINAL > For all the ML geeks: > > Federated Learning with incentives just went live today. > > Bittensor + Hivemind (finally) > > https://t.co/uqiRToUtdj Likes 147 · Reposts 40 · Quotes 6 · Replies 8 · [link](https://x.com/const_reborn/status/1745156395912020219) ### 2024-01-10 12:59 UTC · REPLY > @Mr_cryptoman @they_r_watching The goal is to start with the right principles. The gears of the mechanism. We will build the car around it which makes things easy to use. i.e. stake baskets low risk options for the average person. That’s our style. Likes 21 · Reposts 1 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1745067890791903398) ### 2024-01-10 11:40 UTC · REPLY > @they_r_watching Because that computation is distributed. Each staker can do that for just a single subnet. It’s about using local information. Likes 26 · Reposts 2 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1745047999267377245) ### 2024-01-02 13:27 UTC · REPLY > @julien_c 5 extracted by mining rewards Likes 8 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1742175721953370287) ### 2024-01-02 13:26 UTC · REPLY > @julien_c 4 selected by token holders Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1742175468797784425) ### 2024-01-02 13:25 UTC · REPLY > @julien_c 3 organized by markets Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1742175254481412296) ### 2024-01-02 13:24 UTC · REPLY > @julien_c 1 fixed by incentives Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1742175144913617143) ### 2024-01-02 13:23 UTC · REPLY > @julien_c 2 requires incentives Likes 20 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1742174719720214855) ### 2024-01-01 02:41 UTC · REPLY > @Azul_2060 The best measure of intelligence is intelligence itself Likes 23 · Reposts 0 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1741650748616683679) ## 2023-12 ### 2023-12-31 14:22 UTC · REPLY > @Azul_2060 Comfort is the illusion. We could rest. I could take a vacation. But I’m not going to sit cause fat cats want to coast. I build everyday and I won’t stop, I’m accelerating. Likes 184 · Reposts 37 · Quotes 0 · Replies 23 · [link](https://x.com/const_reborn/status/1741464761521394001) ### 2023-12-30 17:49 UTC · ORIGINAL > @shittensor yep Likes 17 · Reposts 3 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1741154645446144120) ### 2023-12-30 14:43 UTC · REPLY > @IvanPet36180699 @untaochableTT @johnjoncon From the coinbase (the chain) Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1741107841316934079) ### 2023-12-30 14:43 UTC · REPLY > @untaochableTT Nothing thrown away. Think about it like dynamic Tao. Value all wraps up in the master token, that is mathematically constrained. More to come. Likes 29 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1741107647674265664) ### 2023-12-30 11:05 UTC · REPLY > @roninmma_ @ai_bond_connery Terms can change Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1741052902360105024) ### 2023-12-30 01:05 UTC · REPLY > @roninmma_ @ai_bond_connery It is liquid competitive governance Likes 9 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1740901980942532905) ### 2023-12-30 01:05 UTC · REPLY > @roninmma_ @ai_bond_connery Modulating the fraction allows us to use the due diligence, market participation of the wider market to determine Tao emissions thus removing the root network. Likes 14 · Reposts 2 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1740901872767213617) ### 2023-12-30 00:27 UTC · REPLY > @4rK4d4Sh And that’s the anti fragility that keeps us strong Likes 33 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1740892258311041038) ### 2023-12-30 00:12 UTC · REPLY > @HandOfThoth @ai_bond_connery The tokens, non transferable, just represent liquid fractional tao. They do not trade exterior themselves and thus do not create more supply. > Indeed because we use pools, you can never extract all the Tao. It effectively reduces the supply in half. Likes 130 · Reposts 40 · Quotes 19 · Replies 4 · [link](https://x.com/const_reborn/status/1740888442769485892) ### 2023-12-29 23:55 UTC · ORIGINAL > We announced from the bottom up. > We announced earlier than we ever have. > Everyone will have a say and the vote will decide the implementation. > > False narratives will fade. What will stay is the decentralization we allowed, and the decentralization will be everything. Likes 280 · Reposts 57 · Quotes 5 · Replies 12 · [link](https://x.com/const_reborn/status/1740884320976580983) ### 2023-12-29 23:47 UTC · REPLY > @libraian06 @ai_bond_connery @roninmma_ Ironically it actually reduced supply. Likes 3 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740882367311405163) ### 2023-12-29 17:41 UTC · REPLY > @richdotca Come level your preamble questions at me directly in the discord. But more official information will be available on the 9th. Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740790040563994842) ### 2023-12-29 17:39 UTC · REPLY > @GCryptowise @AlexKiriakides Each token launches organically. Like we did. Likes 2 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1740789679715434634) ### 2023-12-29 17:31 UTC · REPLY > @Bleek____ @AlexKiriakides @BadTaoTakes no airdrops. no premines. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740787576674648355) ### 2023-12-29 17:23 UTC · REPLY > @GCryptowise @AlexKiriakides @BadTaoTakes More to come. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740785669709107616) ### 2023-12-29 17:17 UTC · REPLY > @GartGang25 Spaces + Discord. Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740784185001083267) ### 2023-12-29 17:17 UTC · REPLY > @AlexKiriakides @BadTaoTakes Exactly. Likes 10 · Reposts 0 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1740784079006560663) ### 2023-12-29 17:12 UTC · REPLY > Join us on Jan 9th, Bittensor's birthday where I will talk at length about why, and how, we are going where we are going. > > Love > const. Likes 176 · Reposts 26 · Quotes 4 · Replies 7 · [link](https://x.com/const_reborn/status/1740782980442763501) ### 2023-12-29 17:11 UTC · REPLY > @SLadington All replicas of TAO, 21 M, no premine. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740782612661391472) ### 2023-12-29 17:10 UTC · REPLY > @AlexKiriakides TAO will be held as the liquid pair for each subnet as the pool denominator, the global governing token, and as the token which allows connectivity between each. (i.e. it holds consensus power in all subnets) Likes 10 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1740782233949266407) ### 2023-12-29 17:07 UTC · REPLY > @untaochableTT Not at all. Bittensor is, and always will be grounded, governed and gated by TAO. We are allowing for growth on top of this ground. Likes 23 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1740781609060905435) ### 2023-12-29 17:04 UTC · REPLY > @AlexKiriakides To allow for continual entrance into and revival of what this technology has shown can be done. Likes 7 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740780885832810671) ### 2023-12-29 17:03 UTC · REPLY > @AlexKiriakides To ensure true decentralization. Likes 13 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1740780701900046787) ### 2023-12-29 17:03 UTC · REPLY > @AlexKiriakides To facilitate aligned decision making in the most honest way. Likes 10 · Reposts 2 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1740780630932124015) ### 2023-12-29 17:02 UTC · ORIGINAL > @AlexKiriakides As the tool for the wider ecosystem (you + others) in Bittensor, TAO holders, to select which subnets succeed and fail without the need for oligarchic decision making via the root network. Likes 16 · Reposts 2 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1740780397712261494) ### 2023-12-29 16:59 UTC · REPLY > [ τ, 𝛼 ] Likes 72 · Reposts 8 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1740779501389594752) ### 2023-12-29 16:53 UTC · REPLY > Tao will hold consensus power in each subnet but be modulated by the market dynamics of the wider ecosystem. > > We all become the root network. No masters. No Oligarchs. > > This is the pure mission for the neural internet. Likes 66 · Reposts 7 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1740778197027873159) ### 2023-12-29 16:51 UTC · REPLY > Each subnet will have its own ownership. It's own downside, its own fragility, its own token. > > Tao will connect them all, select them all, and breath life into each. Likes 93 · Reposts 8 · Quotes 7 · Replies 11 · [link](https://x.com/const_reborn/status/1740777508847440249) ### 2023-12-29 16:48 UTC · QUOTE > We had our Bitcoin moment. > We had our Ethereum. > We will have our DeFi. > > Revolution was just the beginning of a future where TAO denominates and connects the neural internet. https://t.co/8fW9wWbXHA Likes 274 · Reposts 58 · Quotes 5 · Replies 19 · [link](https://x.com/const_reborn/status/1740776873754255483) ### 2023-12-28 00:34 UTC · REPLY > @evert_scott Grindmas Likes 22 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740169228857328113) ### 2023-12-28 00:20 UTC · ORIGINAL > The anti-entropy languages: > > Thermodynamics > Neuraldynamics > Cryptodynamics > > If you’re not writing with one of them, you’re in the wrong field. Likes 140 · Reposts 18 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1740165730031820968) ### 2023-12-28 00:15 UTC · REPLY > @Fraser @OpenAI @opentensor We’re hiring talented builders > > Come write the crypto dynamics of the neural internet. > > Join us > > hello@bittensor.com Likes 153 · Reposts 30 · Quotes 4 · Replies 7 · [link](https://x.com/const_reborn/status/1740164599952105980) ### 2023-12-27 22:53 UTC · REPLY > @evert_scott @sama grows hotter > He knows it’s all over Likes 35 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740143820589985804) ### 2023-12-16 19:05 UTC · REPLY > @amircryptofan @dawnsongtweets @dominic_w 🤝 Likes 6 · Reposts 2 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1736100220453196087) ### 2023-12-16 18:40 UTC · REPLY > @PPLSOPTIMISMCEO @JayAtCorcel The code base you claimed had no miners is right there to see. Anyone with a browser can go through the commits and see the miner code. > > https://t.co/aKYuuLPB3X Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1736093922932191576) ### 2023-12-16 18:37 UTC · REPLY > @PPLSOPTIMISMCEO @JayAtCorcel Actually no, I pointed you to the code base where the exact code to run miners can be seen in the commit logs pre dating the Kusanagi chain. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1736093256625074381) ### 2023-12-16 18:34 UTC · REPLY > @PPLSOPTIMISMCEO @JayAtCorcel 🖍️’s again. > > A white paper is a spec version it is not an implementation. > > Did Satoshi’s paper have a code link? No. None do. > > As stated above the code commit history includes examples going back to the summer of 2020. Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1736092337002918134) ### 2023-12-16 18:31 UTC · REPLY > @PPLSOPTIMISMCEO @JayAtCorcel Let me get my crayons for you bud. > > you can see the original two versions right there … with the dates > > See? > > Good boy. Likes 8 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1736091684956483849) ### 2023-12-16 18:29 UTC · REPLY > @PPLSOPTIMISMCEO @JayAtCorcel We tried to withdraw it totally from arxiv to be replaced by the one hosted on our website. (They rejected) > > You can clearly see that the first two versions v1 and v2 are there still and predate the one withdrawn. Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1736091244663558579) ### 2023-12-16 18:27 UTC · REPLY > The “docs” page has changed multiple times over the years. It was originally on ReadTheDocs. You can see the website over time here which shows the evolution of the project going back to 2020 (and beyond) > > Fun fact, we used to host a one liner on the website which spun up a miner with a single copy paste. Likes 66 · Reposts 7 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1736090690226917518) ### 2023-12-16 18:23 UTC · REPLY > @PPLSOPTIMISMCEO @JayAtCorcel For genuine people again, a short Google search shows that the white paper for Bittensor was published in March 2020. > > https://t.co/x9Mnsx4guk Likes 15 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1736089601767309505) ### 2023-12-16 18:20 UTC · REPLY > For the genuinely interested, the commits on this repo go back to July 2020 (more than half a year before Kusanagi) and include miners (or “neurons”, as they were called at the time) which you can run with instructions in the README. > > There is also clear instructions in the launch commit Jan 2021. Everyone can clearly see this. Likes 50 · Reposts 7 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1736088985980551677) ### 2023-12-16 14:11 UTC · REPLY > @thewolf_in_suit @opentensor @wearetalisman @subwalletapp yes for sure Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1736026141885071865) ### 2023-12-13 21:36 UTC · QUOTE > Nice dive Sami, on point https://t.co/zv3YhJFi3Q Likes 163 · Reposts 27 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1735051014355472661) ### 2023-12-11 04:30 UTC · REPLY > never sell out Likes 32 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1734068071856267734) ### 2023-12-11 04:30 UTC · ORIGINAL > art is the envy of money Likes 78 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1734067997256323116) ### 2023-12-09 16:11 UTC · REPLY > @K41105 DeFi Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1733519836632793318) ### 2023-12-09 15:20 UTC · REPLY > @aizorr0 @CreativeBuilds Coopertition Likes 18 · Reposts 1 · Quotes 2 · Replies 0 · [link](https://x.com/const_reborn/status/1733506943422013817) ### 2023-12-09 01:01 UTC · REPLY > [ τ, ω ] Likes 9 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1733290660919189593) ### 2023-12-09 01:00 UTC · REPLY > [ τ, ψ ] Likes 10 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733290593562796460) ### 2023-12-09 01:00 UTC · REPLY > [ τ, χ ] Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733290526294573350) ### 2023-12-09 01:00 UTC · REPLY > [ τ, φ ] Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733290479419044135) ### 2023-12-09 01:00 UTC · REPLY > [ τ, υ ] Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1733290403254739246) ### 2023-12-09 00:59 UTC · REPLY > [ τ, τ ] Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733290340545671374) ### 2023-12-09 00:59 UTC · REPLY > [ τ, σ ] Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733290260077871315) ### 2023-12-09 00:59 UTC · REPLY > [ τ, ρ ] Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733290188250521614) ### 2023-12-09 00:59 UTC · REPLY > [ τ, π ] Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1733290135720952307) ### 2023-12-09 00:58 UTC · REPLY > [ τ, ο ] Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733290005160763621) ### 2023-12-09 00:58 UTC · REPLY > [ τ, ξ ] Likes 3 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1733289938563502335) ### 2023-12-09 00:58 UTC · REPLY > [ τ, ν ] Likes 10 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1733289880891834541) ### 2023-12-09 00:57 UTC · REPLY > [ τ, μ ] Likes 10 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1733289675446526062) ### 2023-12-09 00:56 UTC · REPLY > [ τ, ƛ ] Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733289536912777261) ### 2023-12-09 00:56 UTC · REPLY > [ τ, 𝜅 ] Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733289434848563394) ### 2023-12-09 00:55 UTC · REPLY > [ τ, ɩ ] Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733289296591741210) ### 2023-12-09 00:55 UTC · REPLY > [ τ, 𝜃 ] Likes 8 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1733289203973165509) ### 2023-12-09 00:54 UTC · REPLY > [ τ, 𝜂 ] Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733289067012379100) ### 2023-12-09 00:54 UTC · REPLY > [ τ, 𝜁 ] Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733288864884687000) ### 2023-12-09 00:53 UTC · REPLY > [ τ, 𝜀 ] Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733288755249721538) ### 2023-12-09 00:52 UTC · REPLY > [ τ, 𝛿 ] Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733288582066905599) ### 2023-12-09 00:52 UTC · REPLY > [ τ, 𝛾 ] Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733288406082290168) ### 2023-12-09 00:51 UTC · REPLY > [ τ, β ] Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733288198619406588) ### 2023-12-09 00:50 UTC · REPLY > [ τ, 𝛼 ] Likes 14 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1733287866736721970) ### 2023-12-09 00:48 UTC · ORIGINAL > [ τ, ɩ ] Likes 167 · Reposts 20 · Quotes 2 · Replies 15 · [link](https://x.com/const_reborn/status/1733287544589033801) ### 2023-12-08 02:42 UTC · REPLY > @Timo37_ thermodynamics ≅ neural optimization ≅ crypto currency Likes 33 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1732953700572729555) ### 2023-12-08 02:40 UTC · REPLY > @Timo37_ https://t.co/ffCbWJmq2A Likes 16 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1732953286888591566) ### 2023-12-05 02:14 UTC · REPLY > @KeithSingery Space priests Likes 17 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1731859461482975271) ### 2023-12-02 00:56 UTC · QUOTE > IA—Infiniτe Alignmenτ. https://t.co/264HZFq9Ao Likes 144 · Reposts 23 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1730752648905687289) ### 2023-12-01 01:29 UTC · REPLY > @tombheads @RvCrypto Jesus was a carpenter. https://t.co/ltoMFvlc1c Likes 203 · Reposts 14 · Quotes 5 · Replies 22 · [link](https://x.com/const_reborn/status/1730398781986746596) ## 2023-11 ### 2023-11-28 18:15 UTC · ORIGINAL > The Times 24/Nov/2023 OpenAI chaos exposes a rift at the heart of the industry Likes 104 · Reposts 14 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1729564793940402617) ### 2023-11-28 00:21 UTC · REPLY > Right. Within a market. But each subnet can differentiate on a different vertical so you get a flatter distribution. In fact, it was one of our solutions to ensuring a more fair distribution of earnings. More verticals, more diversity, more equity. Interestingly. Same thing is true for miner profits across those verticales also. Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1729294416433590689) ### 2023-11-28 00:15 UTC · REPLY > @JosephJacks_ I actually think no. It’s more likely to be like https://t.co/izunpcdUBK > > Where the top N subnets have roughly the same amount. Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1729292934565019910) ### 2023-11-27 18:54 UTC · REPLY > @AlgoveraAI Likes 8 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729212060792185163) ### 2023-11-27 17:49 UTC · ORIGINAL > @numerai > https://t.co/TmvT7Q90Dw Likes 8 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729195718831911356) ### 2023-11-27 17:35 UTC · ORIGINAL > @PeterCryptoerty Combags 😂 Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729192169515462861) ### 2023-11-27 16:13 UTC · REPLY > The leviathan, the ultimate arbiter is, in the end, us. > > But without decentralization the system we collectively create is anachronistic, with no police department to check that the whims of the ruler are tethered to the common good. Likes 34 · Reposts 4 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1729171596378869790) ### 2023-11-27 15:59 UTC · REPLY > @enq_AI Likes 92 · Reposts 28 · Quotes 20 · Replies 9 · [link](https://x.com/const_reborn/status/1729168100543660441) ### 2023-11-27 15:55 UTC · REPLY > @RokoNetwork Likes 45 · Reposts 8 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1729167185866788980) ### 2023-11-27 15:51 UTC · REPLY > @oraichain Likes 12 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729166171642204375) ### 2023-11-27 15:51 UTC · REPLY > $OLAS Likes 26 · Reposts 4 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1729166134736265659) ### 2023-11-27 15:47 UTC · REPLY > @AiEleuther Likes 6 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729165055399489684) ### 2023-11-27 15:47 UTC · REPLY > @NousResearch Likes 10 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729165002668650970) ### 2023-11-27 15:47 UTC · REPLY > @RunOnFlux Likes 13 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729164962462056957) ### 2023-11-27 15:46 UTC · REPLY > @HyperspaceAI Likes 8 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729164699395350888) ### 2023-11-27 15:45 UTC · REPLY > @SingularityNET Likes 10 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729164600044814536) ### 2023-11-27 15:45 UTC · REPLY > @akashnet Likes 11 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729164559393726804) ### 2023-11-27 15:45 UTC · REPLY > @ritualnet Likes 7 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729164541542670672) ### 2023-11-27 15:45 UTC · REPLY > @gensynai Likes 7 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729164519027687464) ### 2023-11-27 15:45 UTC · REPLY > @communeaidotorg Likes 39 · Reposts 4 · Quotes 5 · Replies 0 · [link](https://x.com/const_reborn/status/1729164497150259546) ### 2023-11-27 15:39 UTC · ORIGINAL > One unfortunate irony in the world of crypto is a belief in decentralization and yet the tendency towards myopic deference to a single protocol as the absolute leviathan under which the world will be set free. > > but no, the antidote to totalitarianism is the dispersion of power, and the explosion of different hierarchies competing to best express our common morality. > > At times I have lost sight of this and have refused to acknowledge the work of other decentralized AI protocols. True hypocrisy. > > The bellow are a few, but not all, seeking this same thing. Koodos to these communities pushing for the freedom and decentralization AI. > > @communeaidotorg > @gensynai > @ritualnet > @akashnet > > If you know of others, please post them in the comments. Likes 347 · Reposts 67 · Quotes 17 · Replies 52 · [link](https://x.com/const_reborn/status/1729163079273922892) ### 2023-11-26 06:53 UTC · REPLY > @Andres_XYZ_ expressing our ethics by creating structures that enforce them Likes 24 · Reposts 2 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1728668236189720806) ### 2023-11-25 23:05 UTC · REPLY > @Andres_XYZ_ We chat on the discord a lot. Come join. Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1728550452860502087) ### 2023-11-25 23:04 UTC · REPLY > @Andres_XYZ_ Ethics are down stream from alignment which is just incentives. Incentives in Bittensor are tied to the token. Nest that into humanity, make it transparent and accessible. Attain symbiosis. > > Something like that. Likes 56 · Reposts 5 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1728550348313301479) ### 2023-11-25 13:38 UTC · REPLY > @teknium you clearly dont have enough on your plate @tek Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1728407757899129310) ### 2023-11-25 00:48 UTC · REPLY > @crux081208 become the incentives Likes 16 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1728213934958657954) ### 2023-11-25 00:47 UTC · REPLY > @crux081208 https://t.co/7yxdprOgfO Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1728213891770167455) ### 2023-11-24 14:32 UTC · QUOTE > Scrape (3) > Store (7) > Synthesize (18) > Train (9) > Serve (1) > Trade (9) https://t.co/x6oKpyqMaz Likes 117 · Reposts 27 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1728058995053621273) ### 2023-11-23 17:16 UTC · REPLY > @ChrisWilso45487 @bittingthembits @elonmusk bittersweet decentralization Likes 60 · Reposts 8 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1727737877214183828) ### 2023-11-22 21:29 UTC · REPLY > @gfodor the idea is actually not new at all. Its all about doing many local steps before merging the gradients to reduce bandwidth. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1727439191964066111) ### 2023-11-22 21:27 UTC · REPLY > You can drop right into the chat with us here: > https://t.co/1cxt09COCk Likes 21 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1727438657433563243) ### 2023-11-22 21:02 UTC · REPLY > For those that can read docs: > https://t.co/vpFNZb6yFB Likes 43 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1727432479202742712) ### 2023-11-22 21:00 UTC · REPLY > Dont ask permission. No HR department. Just bring compute and your mind. > > TAO for days. Likes 125 · Reposts 22 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/1727431766212858072) ### 2023-11-22 20:58 UTC · REPLY > If you're serious ML talent, come train with us. Incentives are continuous for lowering losses. > Pays big for tweaking hyper-params. > All models are open source. Likes 85 · Reposts 8 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1727431506581422504) ### 2023-11-22 20:57 UTC · ORIGINAL > Collective. > Incentivized. > Decentralized. > Foundation-Model training. https://t.co/atAZtJAVnK Likes 275 · Reposts 56 · Quotes 5 · Replies 7 · [link](https://x.com/const_reborn/status/1727431095241863216) ### 2023-11-21 20:18 UTC · REPLY > @0xarrash Owners can also monetize their ownership too, i.e. via a request layer etc. Likes 20 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1727059007528186163) ### 2023-11-21 19:22 UTC · REPLY > @balajis Lol Likes 30 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1727044860925088036) ### 2023-11-20 15:30 UTC · QUOTE > I mean, if they all join Microsoft, then at least the false pretension of being "for humanity" and "for open ai" can finally be put to rest. https://t.co/4EZTL6ccTe Likes 264 · Reposts 50 · Quotes 8 · Replies 18 · [link](https://x.com/const_reborn/status/1726624013487837451) ### 2023-11-19 12:28 UTC · REPLY > @knowerofmarkets "Important to turn your brain off sometimes and just let a good narrative wash over you." > > no @knowerofmarkets, turn **on** your brain. Likes 16 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1726215866721722762) ### 2023-11-19 12:11 UTC · REPLY > @knowerofmarkets We’ve been shouting about it for years. But the industry generally hasn’t caught up. There is an inertia in academia and it doesn’t like to rock the boat. Likes 29 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1726211595880013935) ### 2023-11-19 12:10 UTC · REPLY > @knowerofmarkets It’s the ultimate machine learning. > > It’s programming a thermodynamic computer. > > It’s God’s machine learning. Likes 39 · Reposts 8 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1726211324525646078) ### 2023-11-19 12:08 UTC · REPLY > @knowerofmarkets One adapts the weights of an NN to the error, the other adapts the real world to your reward > > Compute, humans, algorithms, Neural Networks > > Incentives are the real meta machine learning Likes 36 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1726210764787396968) ### 2023-11-19 12:05 UTC · REPLY > @knowerofmarkets Most AI researchers miss the isomorphism between ML objective functions and incentive mechanisms. Likes 66 · Reposts 8 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1726210097003536728) ### 2023-11-18 20:02 UTC · REPLY > This is a good time to announce that I will be giving away my personal power. Back to the community by vote. More serious details coming this week. > > Love you all. Likes 157 · Reposts 20 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1725967728727498877) ### 2023-11-18 20:02 UTC · REPLY > The goal of power is to give it away. > The art of power is its decentralization. https://t.co/vsC5CqR8VB Likes 227 · Reposts 44 · Quotes 3 · Replies 13 · [link](https://x.com/const_reborn/status/1725967725762134121) ### 2023-11-18 20:02 UTC · REPLY > That's why we built Bittensor to run as a collective of competing and self checking groups. > > The Root, delegated by TAO holders via liquid democracy. > > The Subnets, builders selected for value and drive. > > The Triumvirate, nominated by builders and elected by delegates. Likes 75 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1725967723681743357) ### 2023-11-18 20:02 UTC · ORIGINAL > Power came from above when firing Sam. > > Where it was, and always will be until we draw it down into the hands of many. > > Decentralization is just this: forcing the separation and distribution of control. > > Pulling it down. Likes 314 · Reposts 78 · Quotes 9 · Replies 9 · [link](https://x.com/const_reborn/status/1725967721546801236) ### 2023-11-18 12:12 UTC · REPLY > @nordintrades Opentensor is just one. Mortal. The power is in the protocol. Likes 9 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1725849531462398101) ### 2023-11-18 11:34 UTC · REPLY > @sama A eulogy is when you die Sam, this is just the intermission, your Elba. Come tear down the empire that expelled you. You have an army. Likes 318 · Reposts 36 · Quotes 6 · Replies 17 · [link](https://x.com/const_reborn/status/1725839828187574273) ### 2023-11-18 11:23 UTC · QUOTE > Faceless absolute power. https://t.co/7z0ZeZYi02 Likes 81 · Reposts 12 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1725837011087405393) ### 2023-11-17 21:24 UTC · QUOTE > Ironically @sama, the fact that you were fired by the board makes us all like you all that much more. > > <3 https://t.co/CtfbADYAeR Likes 172 · Reposts 21 · Quotes 0 · Replies 15 · [link](https://x.com/const_reborn/status/1725625979018567780) ### 2023-11-17 21:14 UTC · REPLY > btw, I dont think Woody Harrelson is actually on the board which makes it that much more funny. Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1725623519717814539) ### 2023-11-17 21:14 UTC · REPLY > https://t.co/Z2iDx8YbfO Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1725623398607225120) ### 2023-11-17 21:13 UTC · QUOTE > Sam got Woody Harrelson'd https://t.co/kpW1I71QZz https://t.co/y3Af0QTlPl Likes 64 · Reposts 5 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1725623303048499572) ### 2023-11-17 21:00 UTC · REPLY > @LookDragi @badenglishtea It was love at first sight @shibshib89 Likes 14 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1725620037833081086) ### 2023-11-17 16:45 UTC · REPLY > @badenglishtea https://t.co/jukQ8oxmSR Likes 49 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1725555882761634257) ### 2023-11-15 23:16 UTC · ORIGINAL > https://t.co/w5k36J8RhP Likes 97 · Reposts 6 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1724929465866650019) ### 2023-11-15 21:22 UTC · REPLY > @UpshotHQ @0xarrash nom Likes 43 · Reposts 5 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1724900688499720442) ### 2023-11-15 20:54 UTC · REPLY > @JosephJacks_ it has been generalized, improved, and made much more rigorous, but still difficult. Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1724893681730338895) ### 2023-11-15 20:32 UTC · REPLY > YC is the core tech which runs Bittensor subnets, forcing consensus even when the thing that is being validated is subjective across multiple participants. https://t.co/qmXN91sSiq Likes 28 · Reposts 4 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1724888172050493640) ### 2023-11-15 20:25 UTC · ORIGINAL > For the brave curious about how Yuma Consensus really works: https://t.co/aeT4zgNmfk Likes 120 · Reposts 32 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1724886469762851210) ### 2023-11-13 21:21 UTC · REPLY > @knowerofmarkets Re 40k models, this was was the result of an incentivized pretraining mechanism where miners shared model weights. Not similar to huggingface hosting. It’s a decentralized training mechanism. Likes 74 · Reposts 5 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1724175625156452730) ### 2023-11-13 14:03 UTC · REPLY > @Shaughnessy119 @nvidia https://t.co/UP2Xm7aae5 Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1724065449418043617) ### 2023-11-12 20:32 UTC · REPLY > @DylanJaggerLee 6 x 9 = 42 > > ***in base 13*** Likes 13 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1723800963608191395) ### 2023-11-11 16:07 UTC · QUOTE > We love you @ylecun but the critique only falls flat because you're who you are. Eventually you'll need to come to terms with the corporate and ownership structure you work under. https://t.co/684hM48GZq Likes 71 · Reposts 8 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1723371992244482110) ### 2023-11-09 17:58 UTC · QUOTE > Obvs not a $TAO holder https://t.co/UDj5nKINBm Likes 102 · Reposts 10 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1722675051541967117) ### 2023-11-09 13:09 UTC · REPLY > @Matthew_C_Beck The Tao that can be named is not the Tao Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1722602332125282437) ### 2023-11-08 23:04 UTC · ORIGINAL > @CreativeBuilds @Axilo @jameswoodmanv @opentensor @0xcarro True facts Likes 15 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1722389706002800646) ### 2023-11-07 17:09 UTC · REPLY > @AdonAlternative @ChrisWilso45487 pretty cool Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1721937850067796422) ### 2023-11-07 15:01 UTC · REPLY > @CreativeBuilds Same design, same result. > > The means make the ends in time. Likes 30 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1721905690384662697) ### 2023-11-07 14:56 UTC · QUOTE > You gotta give it to #OpenAI. They absolutely crush it on all the company verticals. The winning veneer. > > San exudes it - nay he practically invented it; the king of startup culture. He *wrote* the book. > > But why does it all fall so flat? Feel so empty? > > The legacy of some bygone era, like we’ve been here before and we know where it’s going: > > Technocratic global elitism and corporate war-machines. Printing money and the minority controlling the masses. Surveillance state and censorship. > > Oh yeah, that’s why it’s so familiar…. > > Well done Mr. Altman for being so successful at pretending. Likes 166 · Reposts 29 · Quotes 4 · Replies 11 · [link](https://x.com/const_reborn/status/1721904513383313835) ### 2023-11-06 19:35 UTC · REPLY > @AI_Retina @teknium There is a deeply grounded and deeply connected spirit in the people that attracted me. Something that I believe the west has yet to rediscover. I also hope we are entering a world that does not need to be west-centralized and I voted for it with my feet. Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1721612394936361329) ### 2023-11-06 18:03 UTC · REPLY > @teknium Black market Mexican ones are about 10k usd 😅 Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1721589202368807322) ### 2023-11-06 18:00 UTC · REPLY > @teknium Throw it in South America you mofuckers Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1721588441954074779) ### 2023-11-06 17:08 UTC · REPLY > @0xcarro These are not novel ideas, just that for the first time we can all own that power together and make it in unclosable and nested into humanity directly. Likes 73 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1721575202335633823) ### 2023-11-06 17:06 UTC · REPLY > And of course @0xcarro’s world eye subnet where we embed all of the worlds data and make it accessible to AIs running on his search subnet. Likes 67 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1721574863855358008) ### 2023-11-06 17:03 UTC · REPLY > This data will be crucial if other subnets like 9 (pretraining) and 8 the market prediction subnet. Likes 50 · Reposts 2 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1721573985521934579) ### 2023-11-06 17:02 UTC · REPLY > It’s shy of the 6000 tweets per second, but we’re on our way Likes 49 · Reposts 3 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1721573693405499457) ### 2023-11-06 16:59 UTC · REPLY > Subnet 4 has hit 9.5 M tweets so far and counting. Likes 117 · Reposts 15 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1721573083398443465) ### 2023-11-06 12:39 UTC · QUOTE > We could create a temp subnet for OCR on this https://t.co/sXItetQo1r Likes 182 · Reposts 33 · Quotes 3 · Replies 12 · [link](https://x.com/const_reborn/status/1721507525080547601) ### 2023-11-05 22:02 UTC · REPLY > @RichhomieconE @mogmachine Validate* Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1721286872553361428) ### 2023-11-05 22:02 UTC · REPLY > @RichhomieconE @mogmachine At a later date I recommend they train straight from clip embeddings Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1721286828559401179) ### 2023-11-05 22:01 UTC · REPLY > @RichhomieconE @mogmachine Right now it does a image -> text -> embedding and prompt -> embedding cosine similarity Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1721286697160200221) ### 2023-11-05 05:59 UTC · QUOTE > Bittensor real time scrapping Twitter as we speak. https://t.co/8ifVloXpFh Likes 406 · Reposts 58 · Quotes 8 · Replies 17 · [link](https://x.com/const_reborn/status/1721044667255406858) ### 2023-11-01 16:23 UTC · REPLY > @teknium @FacetSir @Mr_cryptoman @opentensor 👑 Likes 19 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1719752010423992637) ### 2023-11-01 14:09 UTC · REPLY > @tarunso33925325 @ylecun @erhartford @JayantParashar6 Probability Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1719718284793188370) ### 2023-11-01 13:48 UTC · REPLY > @ylecun @erhartford @JayantParashar6 P(AI codes its own bad objectives) < P(AI has objectives coded in by totalitarian group) Likes 11 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1719712940125724855) ## 2023-10 ### 2023-10-30 20:45 UTC · ORIGINAL > @SarahCrypto2000 that too. Likes 10 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1719093129423315020) ### 2023-10-30 20:43 UTC · ORIGINAL > Re Biden's executive order: > > Bitcoin broke the gov's monopoly on currency. > Bittensor stops the gov's monopolization of AI. > > #TAO Likes 444 · Reposts 121 · Quotes 14 · Replies 17 · [link](https://x.com/const_reborn/status/1719092725402800602) ### 2023-10-29 18:53 UTC · ORIGINAL > @SarahCrypto2000 Soon Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1718702629339975720) ### 2023-10-29 15:22 UTC · REPLY > @mogmachine I have evidence to support Mog being Yuma but there isn’t enough space in this tweet Likes 69 · Reposts 2 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1718649475286130842) ### 2023-10-28 22:39 UTC · QUOTE > We train our models in cyberspace https://t.co/RgDi0rMnQu Likes 121 · Reposts 20 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1718397162558493144) ### 2023-10-26 15:21 UTC · REPLY > @Al_3194 it doesnt matter what we said, just as it didnt matter what OpenAI said, dont trust, verify, the speech that matters is the in code. Likes 65 · Reposts 3 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1717562083825365060) ### 2023-10-24 02:14 UTC · REPLY > @evert_scott @ylecun @opentensor https://t.co/vBNrS4x6FF Likes 9 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1716639215113449654) ### 2023-10-24 02:13 UTC · REPLY > @evert_scott @ylecun @opentensor WaT tHe F*k iS tHiS! * Likes 10 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1716639105595896184) ### 2023-10-24 00:28 UTC · ORIGINAL > @evert_scott @ylecun @opentensor WaT iS tHiS! Likes 29 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1716612641894899818) ### 2023-10-22 02:41 UTC · ORIGINAL > Everything @0xcarro touches is gold > > Building incentivized perplexity ai search on Bittensor > > genius. > https://t.co/0u7tbcT8mg Likes 173 · Reposts 40 · Quotes 3 · Replies 6 · [link](https://x.com/const_reborn/status/1715921389125800217) ### 2023-10-19 17:32 UTC · REPLY > @atterX_ Just take the Tao logo to a goldsmith or other smith in your local town. They can do the rest. Likes 3 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1715058383366000664) ### 2023-10-19 17:23 UTC · QUOTE > We require optimists to solve problems, we require pessimists to find them - it's the dialectic. > > Instead, the highest form of technology facilitates the dance between the regulator and the libertarian. > > It isn't techno-optimist or doomsayer. > It's #TAO https://t.co/MzAMpJO6uG Likes 107 · Reposts 19 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1715055976020168753) ### 2023-10-19 12:34 UTC · REPLY > @ChrisWilso45487 🚀 Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1714983456378139017) ### 2023-10-19 12:34 UTC · QUOTE > Subnet 3 scrapes high quality data into storage for training pipelines. Validators have access to this data as first class citizens, along with storage, and inferences etc. https://t.co/7A0MOzzbfF Likes 87 · Reposts 18 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1714983381216244181) ### 2023-10-18 18:29 UTC · QUOTE > This is essential infra for doing fast over-internet training. Excited to connect this into S9. https://t.co/WDzRidptPv Likes 90 · Reposts 5 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1714710203193598205) ### 2023-10-18 17:56 UTC · REPLY > @balajis AI state. Likes 21 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1714701921523515845) ### 2023-10-11 21:29 UTC · REPLY > @PPLSOPTIMISMCEO cool Likes 14 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1712218777700503787) ### 2023-10-06 19:16 UTC · REPLY > @mwilcox @rdnxyz @Grimezsz Canadian culture (watching American television) Likes 2 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1710373540006973615) ### 2023-10-06 05:49 UTC · REPLY > @fearthewave_eth I also vibe with that perspective Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1710170509470536013) ### 2023-10-05 16:46 UTC · REPLY > @gro_tsen Hey David, we made something using your work > https://t.co/rfGVkmPnd2 > > Would love to thank you. > DM me! Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1709973442710135124) ### 2023-10-05 04:04 UTC · REPLY > Stoked to see the quality from people creating incentive mechanisms on Bittensor > > You bloody geniuses Likes 58 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1709781633128181785) ### 2023-10-05 03:55 UTC · REPLY > True story, we got to subnets on Bittensor because I lost my laptop and realized there was no entry for me in the network we created. > > Decentralization is all about this: > > we're less important than we think we are. So who's next? Likes 89 · Reposts 4 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1709779337359077871) ### 2023-10-05 03:52 UTC · ORIGINAL > The most powerful skill is unleashing others' Likes 185 · Reposts 28 · Quotes 2 · Replies 8 · [link](https://x.com/const_reborn/status/1709778501337829439) ## 2023-09 ### 2023-09-26 22:27 UTC · REPLY > @hellokillian How do you make these ? Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1706797574961676798) ### 2023-09-26 22:23 UTC · ORIGINAL > agi has been achieved collectively Likes 127 · Reposts 20 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1706796674771829031) ### 2023-09-25 01:29 UTC · REPLY > Fiat is not evil, it just is. > Bitcoin is not good, it just is. > > Technologies requires human interaction before they are animated with morality. > > But there are technologies that we use, with strengths or with weaknesses to corruption and degradation. Which are productive or destructive. Finite vs infinite. With prisoner dilema or not. Incentive compatible or not. Aligned. Entrenched. Etc. > > And if a technology brings out our lower natures, if it makes us evil when we animate it with our play > > can we not say that it is evil > in and of itself? Likes 19 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1706118644789379186) ### 2023-09-25 00:26 UTC · REPLY > That’s why marrying decentralized ownership into the corporate structure that owns AI is paramount. > > So when the guys with sticks come, and they will, we’re a hydra. Likes 49 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1706102775803744541) ### 2023-09-25 00:24 UTC · REPLY > Google started out with “don’t be evil” but it probably only took one visit from the Fed before they choked. > > Centralized power doesn’t just corrupt, it *can be* corrupted, we all can, and that’s the point of building decentralized systems in the first place. Likes 60 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1706102407543836998) ### 2023-09-25 00:22 UTC · ORIGINAL > You can be on “AI will be evil” team > or you can be in the “AI won’t be evil” team > > we don’t care > > We’re building the “AI that can’t be evil”. > > Don’t trust, verify. Likes 200 · Reposts 38 · Quotes 3 · Replies 11 · [link](https://x.com/const_reborn/status/1706101756659106111) ### 2023-09-24 19:16 UTC · ORIGINAL > Whats the real moat? The moat is the decentralized digital commodity market and its ability to abstract a super computer that no amount of money can buy, and no single company can own — by definition. Likes 179 · Reposts 35 · Quotes 8 · Replies 5 · [link](https://x.com/const_reborn/status/1706024844221993440) ### 2023-09-24 12:48 UTC · REPLY > @sorry_hat Many a young fern would have died that day Likes 14 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1705927127449649377) ### 2023-09-23 19:21 UTC · REPLY > @ylecun isn’t suggesting technological dangers are ever missed (lead paint) obviously untrue. > > He’s suggesting that AI is similar to the printing press because it scared people at onset and we had to resist knee jerk regulation. > > This was not true for lead paint, the analogy is unsound. Likes 44 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1705663680560431324) ### 2023-09-23 18:58 UTC · REPLY > @JohnGalt1st The map reduce is a single op rather than continuous or iterative. Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705657824959660160) ### 2023-09-23 18:56 UTC · REPLY > @pmarca Just people so ignorant of AI they call it magic trying to stay relevant. Likes 12 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705657490937884979) ### 2023-09-23 18:39 UTC · REPLY > @JohnGalt1st They’re all just abstraction/implementations of the same thing. This network will have its unique interface, low level network is http, incentive layer is bittensor. Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1705653024306205040) ### 2023-09-23 18:16 UTC · REPLY > Distributed training requires passing state across wide internet. State for huge models is huge. Bandwidth is thus a bottleneck. A map reduce subnet pulls that bandwidth under incentive, driving the miners to force that bottleneck open. > > Keep masking bro, I’m sure you’ll stop diseases this time round. Likes 55 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1705647235566858443) ### 2023-09-23 18:02 UTC · ORIGINAL > Word on the street is that Bittensor has a map reduce subnet. > > Little bit of alpha for you, map reduce is the linch pin tech for actually doing distributed training at scale. > > The seemingly mundane isn’t Likes 193 · Reposts 35 · Quotes 1 · Replies 7 · [link](https://x.com/const_reborn/status/1705643857629606039) ### 2023-09-23 15:48 UTC · ORIGINAL > @boxfan17 Iboga Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705610194200219728) ### 2023-09-23 15:33 UTC · QUOTE > @ylecun if you’re interested: > > we built a p2p neural network system called Bittensor > > It uses your 1989 optimal brain damage paper as the basis for the network’s built in incentives > > The incentives distribute the system’s ownership outward protecting it against centralized control > > Would be a dream to talk about how we did that > > https://t.co/PLSjvnmEAW Likes 165 · Reposts 38 · Quotes 3 · Replies 2 · [link](https://x.com/const_reborn/status/1705606248895230254) ### 2023-09-23 15:13 UTC · REPLY > @Axilo @ylecun @algore He is referenced in this paper Likes 26 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1705601367815954551) ### 2023-09-23 15:07 UTC · ORIGINAL > @ylecun @algore We love you @ylecun > > Thank you for your tireless innovation and commitment to open source AI Likes 139 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705599733585023229) ### 2023-09-23 14:58 UTC · REPLY > The elephant to the nth power isn’t an elephant anymore, it’s a hockey stick. > > Which is why Sam Altman promotes worldcoin, he thinks he can level it with UBI > > All of us suckling off the tits of the UBI drip > > Nanny state to the Nth degree with Ai, as the “big mother” > > Devouring not just word cells and blue collars. > > It fattens us all up for the slaughter. Likes 37 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1705597603910480041) ### 2023-09-22 23:55 UTC · REPLY > The sci future where AI programs it’s own agenda to dominate humanity is just that > > Fiction. > > The narrative also covers for and promotes the likely outcome: where that agenda is programmed-in by a small group of unelected davos members. > > Decentralizing it’s control is the antidote to that Likes 36 · Reposts 5 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1705370170829541853) ### 2023-09-22 23:30 UTC · ORIGINAL > @JSebastianS01 Past research https://t.co/mny4eicGKn Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705363926593032431) ### 2023-09-22 22:47 UTC · REPLY > @beffjezos Ride or die Likes 22 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705353256661074393) ### 2023-09-22 22:45 UTC · REPLY > @brian_armstrong We must wed AI to the worlds most powerful freedom technology: Bitcoin > > Now or never Likes 213 · Reposts 34 · Quotes 2 · Replies 12 · [link](https://x.com/const_reborn/status/1705352659857822054) ### 2023-09-22 15:01 UTC · REPLY > @NPCollapse we need the technological primitives to make bad takes like this irrelevant > > You want to stop AI? > > “Yeah not going to happen” Likes 14 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1705235895077437845) ### 2023-09-21 18:01 UTC · ORIGINAL > @RvCrypto Decentralized ownership Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1704918687306678329) ### 2023-09-21 17:58 UTC · ORIGINAL > @altryne @ylecun Protect this man at all costs Likes 31 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1704917968532955436) ### 2023-09-20 22:07 UTC · REPLY > @ylecun The hero of OSS Likes 36 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1704618291652669552) ### 2023-09-20 15:26 UTC · ORIGINAL > > Our cyberpunk forefathers fought hard to keep the internet neutral in the 1980s. > > It’s our job now to do the same for the neural internet. > > At risk is the total domination of the human species by a closed protocol AI, as fiat money did over the previous 500 years and took Bitcoin to set us free. > > That’s where AI and crypto meet. At the intersection of the NEED and the TECH which can fight for us. Likes 312 · Reposts 78 · Quotes 8 · Replies 22 · [link](https://x.com/const_reborn/status/1704517283299635416) ### 2023-09-19 21:45 UTC · REPLY > @CurnuttHarrison So basically free language model access in any browser anywhere. Likes 12 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1704250496515490159) ### 2023-09-19 13:32 UTC · REPLY > @abacaj Enter decentralized protocols baby Likes 31 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1704126349399433516) ### 2023-09-16 04:17 UTC · ORIGINAL > @teknium Sadly, Sam had already regulated AI there too Likes 14 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1702899376446660748) ### 2023-09-13 17:00 UTC · QUOTE > Breaking: > > Bittensor routes around outage’d miners, healing the network with more robust endpoints. https://t.co/4Y7PrEzpqR Likes 168 · Reposts 43 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1702004389085323490) ### 2023-09-11 20:01 UTC · REPLY > @cryptow_tim DM me Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1701325118620749835) ### 2023-09-11 20:01 UTC · REPLY > @shahjabshahjab DM me Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1701325085087269322) ### 2023-09-11 20:01 UTC · ORIGINAL > @aph5nt DM me Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1701325064002486608) ### 2023-09-11 17:46 UTC · REPLY > @LUCKYLUCIANO_JR dm yep Likes 0 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1701291026499924436) ### 2023-09-11 16:44 UTC · REPLY > find'm, port'm. > > there are many: > https://t.co/7otHTTWadD Likes 26 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1701275527800107035) ### 2023-09-11 16:41 UTC · REPLY > Offering up a 750 Tao bounty to any dev who can build one of these into an incentive system via our template. > > https://t.co/1qosjoQ7fI Likes 126 · Reposts 40 · Quotes 6 · Replies 15 · [link](https://x.com/const_reborn/status/1701274662221557985) ### 2023-09-11 15:49 UTC · ORIGINAL > Seems complicated to have 4 token systems for 1 product... https://t.co/fCtuIY8i9h Likes 177 · Reposts 38 · Quotes 9 · Replies 22 · [link](https://x.com/const_reborn/status/1701261682130006050) ### 2023-09-07 15:58 UTC · REPLY > @FacetSir #gothAI Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1699814333293756574) ### 2023-09-07 15:14 UTC · REPLY > @FacetSir @RaoulGMI @OpenAI @opentensor duh Likes 58 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1699803253012078712) ### 2023-09-07 13:04 UTC · ORIGINAL > @atterX_ 🤣 Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1699770532495860152) ### 2023-09-07 13:00 UTC · REPLY > @GCryptowise I dont believe it. Bittensor must be wrong. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1699769637049647547) ### 2023-09-07 12:56 UTC · REPLY > Please AI overlords, scan my eyeballs so can get in your safe space. Likes 50 · Reposts 0 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1699768610774823307) ### 2023-09-07 12:52 UTC · ORIGINAL > I'm so glad our AI overlords are wearing pink, that means they're gonna be nice right? ... right? https://t.co/UKReTIGjNJ Likes 98 · Reposts 6 · Quotes 1 · Replies 15 · [link](https://x.com/const_reborn/status/1699767558201561173) ### 2023-09-06 22:40 UTC · REPLY > everything else of this quality cost money btw. So this is pretty rad. https://t.co/mqTuQBsAZZ Likes 16 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1699553242009546972) ### 2023-09-06 22:38 UTC · ORIGINAL > Didn't find this until today. > Chat with Bittensor via whatsapp for free. > > https://t.co/Ew8GJOQ4tR > > Wow. Likes 71 · Reposts 14 · Quotes 4 · Replies 7 · [link](https://x.com/const_reborn/status/1699552635114733903) ### 2023-09-06 20:49 UTC · ORIGINAL > @arthur_hyper88 @osanseviero I mean with 1024 experts, not CW. Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1699525190391112083) ### 2023-09-06 15:34 UTC · REPLY > @RAIRITY Exactly, pump it guys. Likes 17 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1699445994117583014) ### 2023-09-06 15:30 UTC · QUOTE > 1024 uids x 180B params = 184 Trillion mixture model > > anyone know where that can happen? https://t.co/mnormtE1PN Likes 102 · Reposts 24 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1699444971495956855) ### 2023-09-06 15:28 UTC · REPLY > @osanseviero Imagine this running on a 1024 base mixture model. Likes 30 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1699444534118150529) ### 2023-09-04 23:48 UTC · REPLY > @0xarrash The inverse of S1 also. Generating human datasets rather than machine knowledge. Likes 19 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1698845543349313884) ### 2023-09-04 23:45 UTC · ORIGINAL > It was essential that we started with Bitcoin. Hard values, clear vision. However, subnets will be our Ethereum moment. Yuma consensus unleashed. The first ever abstraction layer on digital commodity markets. LFG Likes 310 · Reposts 99 · Quotes 16 · Replies 13 · [link](https://x.com/const_reborn/status/1698844838110593262) ### 2023-09-03 16:17 UTC · ORIGINAL > @Tim07609087 how much TAO is staked to them. Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1698369572057866583) ### 2023-09-03 16:16 UTC · REPLY > @BitcoinMagazine the combination is called the digital commodity market. Likes 111 · Reposts 22 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1698369424988819798) ### 2023-09-02 17:37 UTC · ORIGINAL > Broke (left) : Your life using ChatGPT > > Stoked (right): Your life using https://t.co/dWTdQfetU8 https://t.co/B62054ovYH Likes 79 · Reposts 20 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1698027401958113596) ### 2023-09-02 15:30 UTC · ORIGINAL > @LnJu9 We know that top miners do this. That's how we get this chart > > https://t.co/qLX3NB6suw Likes 8 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1697995384818221265) ## 2023-08 ### 2023-08-31 23:30 UTC · ORIGINAL > @DreadBong0 Taking down the global cabal? > Priceless > > For everything else there’s subnets Likes 50 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1697391376525115593) ### 2023-08-31 21:38 UTC · ORIGINAL > @SarahCrypto2000 @DreadBong0 image generation subnet Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1697363263212617980) ### 2023-08-29 22:18 UTC · ORIGINAL > @AlpacaAurelius Cowboy boots, clearly giving a fuck Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1696648544747176016) ### 2023-08-29 21:37 UTC · REPLY > Does *your* computer self optimize? didn't think so. Likes 56 · Reposts 4 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1696638170618577125) ### 2023-08-29 21:35 UTC · QUOTE > She's alive https://t.co/yJ0ODOf3SB Likes 98 · Reposts 15 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1696637623752606023) ### 2023-08-28 00:13 UTC · ORIGINAL > @rowancrowe @fermatslibrary They had to invent a new type of ML to do it cause standard NNs come from the com Neumann design. > Really fast although not sure if it ever succeeded in being picked up because the chips were too bespoke. GPUs just win I guess. For now. Likes 13 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1695952785831805136) ### 2023-08-27 22:15 UTC · REPLY > @fermatslibrary These guys built a chip from them to train neural networks > > https://t.co/o0sQ3liJ3Q Likes 47 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1695923001395384632) ### 2023-08-27 19:21 UTC · REPLY > @Andres_XYZ_ @ProfFahdKhan @bittensor_ Evaluating Bittensor is crucial. Good to see these critiques. Have some thoughts on all the points. > > However twitter is a bad medium to discuss. Recommend bringing them up in the discord where I can respond in full. Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1695879134369436064) ### 2023-08-27 16:15 UTC · ORIGINAL > Interesting result of building a prototype incentivized compute subnet: The validators measure raw compute power irrespective of device. > > No brand names, no device specs, you literally get exactly what you are paying for. Pure compute for TAO. > > Pretty cool. Likes 164 · Reposts 31 · Quotes 7 · Replies 6 · [link](https://x.com/const_reborn/status/1695832480442372285) ### 2023-08-27 14:54 UTC · QUOTE > Breaking News: > > Decentralized protocols soon to become the only remaining freedom spheres we have left. > > Hodl on tight. https://t.co/wPo4KXAGpl Likes 58 · Reposts 9 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1695811928310854033) ### 2023-08-26 00:27 UTC · REPLY > @MartinM24573832 Yuma Consensus abstracts the hard bits to the chain. Its just ML style thinking applied to digital commodities. > > Define the reward landscape, let the miners fight. Likes 23 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1695231351513817203) ### 2023-08-26 00:25 UTC · REPLY > It uses 100% redundancy, no bells and whistles but the incentive is there. > > Store my files or die. Likes 42 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1695230940211994937) ### 2023-08-26 00:22 UTC · ORIGINAL > +30 lines > -30 minutes > > Voíla, a storage subnet written on Bittensor revolution. > > https://t.co/fs7NPwBeY2 Likes 144 · Reposts 51 · Quotes 6 · Replies 5 · [link](https://x.com/const_reborn/status/1695230319236968616) ### 2023-08-25 21:13 UTC · QUOTE > #1 https://t.co/VpE8RjbGdz Likes 116 · Reposts 27 · Quotes 3 · Replies 7 · [link](https://x.com/const_reborn/status/1695182588111925325) ### 2023-08-24 12:19 UTC · QUOTE > nom nom https://t.co/JlPhGTcKOn Likes 91 · Reposts 24 · Quotes 2 · Replies 7 · [link](https://x.com/const_reborn/status/1694685865929322834) ### 2023-08-20 01:02 UTC · REPLY > @swyx https://t.co/QFLjiBZnJv Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1693065861941096765) ### 2023-08-20 01:00 UTC · REPLY > @tunguz incentives. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1693065437913760192) ### 2023-08-18 23:08 UTC · REPLY > Thanks to @mogmachine for kindly building this endpoint and bridging Bittensor into the world. Likes 40 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1692674936593146303) ### 2023-08-18 23:07 UTC · ORIGINAL > Not just censorship resistant. > > Free. > > https://t.co/dWTdQfetU8 Likes 129 · Reposts 38 · Quotes 3 · Replies 7 · [link](https://x.com/const_reborn/status/1692674671190110691) ### 2023-08-14 18:13 UTC · REPLY > @firsttensor @opentensor sup Likes 23 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1691151169526104082) ### 2023-08-12 15:16 UTC · ORIGINAL > Anti fragile Subnet 1 won’t go bankrupt > > https://t.co/B01X4B3Sfs Likes 125 · Reposts 28 · Quotes 5 · Replies 11 · [link](https://x.com/const_reborn/status/1690381803037532160) ### 2023-08-11 19:09 UTC · REPLY > @Phil_Graves__ @opentensor hahahaha Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1690077981098618881) ### 2023-08-10 23:29 UTC · REPLY > @sama Just those that are creating it Likes 84 · Reposts 14 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1689780953915314177) ### 2023-08-07 15:00 UTC · REPLY > @GPLv6 You need to register a subnet which is a competitive process. Right now open for free on test net and available on main soon Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1688565799613595649) ### 2023-08-05 16:33 UTC · REPLY > @teknium you need to re-normalize the scores across events like this: https://t.co/8QLljfC1hE > > But we found binary A > B and B > A ranking is the most accurate. Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1687864418082983936) ### 2023-08-05 15:05 UTC · REPLY > Pretraining is the process of encoding knowledge into the models before they can be coalesced into doing tasks. It’s the other most beefy computational challenge in AI requiring 10s of thousands of GPUs to create models like GPT3 or Claude. Aiming Bittensor at it will open up open source AI to the same amount of compute the giants. Likes 67 · Reposts 18 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1687842376511840256) ### 2023-08-05 15:03 UTC · REPLY > @koinosthegoat That’s as antithetical to our mission as it comes Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1687841643448188928) ### 2023-08-04 17:28 UTC · REPLY > @DoubleMathew acts a bit like a regularization mechanism Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1687515802063282177) ### 2023-08-04 17:27 UTC · REPLY > @DoubleMathew they share weights rather than gradients which is novel. Likes 2 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1687515652527882240) ### 2023-08-04 04:15 UTC · REPLY > @teknium incentivized * decentralized Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1687316233140494336) ### 2023-08-04 04:14 UTC · REPLY > @teknium I’ll show you tomorrow Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1687316056363184128) ### 2023-08-04 04:05 UTC · REPLY > Written with the Bittensor api on a custom subnet. > Open for anyone. > > Want your own subnet on the incentivized internet? > Come join us at #bittensor > > No permission needed. Likes 81 · Reposts 19 · Quotes 5 · Replies 4 · [link](https://x.com/const_reborn/status/1687313690117251072) ### 2023-08-04 04:02 UTC · REPLY > Testnet stake increases on the miners which train faster (or merge weights best) https://t.co/Rxen12MTmv Likes 30 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1687312947821826048) ### 2023-08-04 04:00 UTC · REPLY > Ranks follow the model losses which drive the miners to find gradients which minimize it. https://t.co/8UcZylUM0A Likes 28 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1687312571194384389) ### 2023-08-04 03:58 UTC · ORIGINAL > @SarahCrypto2000 Its the loss terms of multiple miners converging the same model towards a minima. > > GPT2 base model Likes 14 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1687311944854695936) ### 2023-08-04 03:55 UTC · ORIGINAL > It might not be much, but it might also be the first ever incentivized pretraining. > > #TAO https://t.co/LsRDihHYri Likes 270 · Reposts 58 · Quotes 8 · Replies 12 · [link](https://x.com/const_reborn/status/1687311282968367104) ### 2023-08-02 02:38 UTC · REPLY > @0xarrash Let’s talk Likes 32 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1686566997167865856) ## 2023-07 ### 2023-07-30 02:55 UTC · REPLY > It all stems from technocratic sanctimony and arrogance well seen in the effective altruism crowd. > > “We must control people to protect people.” > > Resting on the belief that “we are good, we know, others are stupid” > > No. That is stupid. > > We all have truth and that truth is uncovered by free mechanisms, which uncover it together, in a bottom up process. > > Inversely, top down, total control, hides truth inevitably. It is always only one truth. > > It’s a tired critique, but it should be constantly shouted, constantly fought for. Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1685484148448796673) ### 2023-07-30 02:44 UTC · REPLY > @kepano I could not agree more with this thread. > > Well said. Well said. Likes 1 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1685481390106607616) ### 2023-07-29 12:15 UTC · REPLY > @teknium You were always gold to us Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1685262698445991936) ### 2023-07-28 14:54 UTC · REPLY > @BrianVarnerVA @badenglishtea @worldnetwork that too. Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1684940498052485120) ### 2023-07-27 18:08 UTC · REPLY > The rising dots are new miners entering the system in the same positions of other miners who have lost incentive. Likes 29 · Reposts 3 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1684626754558689280) ### 2023-07-27 18:06 UTC · REPLY > Another angle with validators filtered out. https://t.co/B1OxQ44Xfp Likes 41 · Reposts 4 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1684626407614283776) ### 2023-07-27 18:05 UTC · ORIGINAL > Bittensor's incentive filter in action. > > Miners on the y-axis are selected or recycled over time based on performance. > > A bit like a genetic algorithm. https://t.co/sozXVgd1Rw Likes 194 · Reposts 53 · Quotes 5 · Replies 8 · [link](https://x.com/const_reborn/status/1684626002398388224) ### 2023-07-27 12:50 UTC · REPLY > @JosephJacks_ Incentives. > > There is no reason why anyone in this room would protect open source AI. > > Regulators want to regulate. > Misanthropic wants a moat. Likes 33 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1684546836026077184) ### 2023-07-27 12:41 UTC · REPLY > #Bitcoin #Ethereum @VitalikButerin @saylor > We're all on the same team. Likes 62 · Reposts 5 · Quotes 1 · Replies 4 · [link](https://x.com/const_reborn/status/1684544442705793026) ### 2023-07-27 12:38 UTC · REPLY > Crypto has spent a long time infighting between maximalism and altcoins. > > but there are a lot worse things than shitcoin scams. Likes 40 · Reposts 6 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1684543747978055680) ### 2023-07-27 12:33 UTC · QUOTE > There are only two techno-political wings now: > > The stack that uses technology to enslave humanity > for "safety" > > and the ones using technology to fight that. https://t.co/bB4qfwdp6a Likes 158 · Reposts 42 · Quotes 6 · Replies 10 · [link](https://x.com/const_reborn/status/1684542607097991168) ### 2023-07-24 15:37 UTC · REPLY > @worldnetwork Fiat humanity would have us erased. Likes 21 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1683501639456505857) ### 2023-07-24 15:35 UTC · REPLY > @worldnetwork Not different than fiat currency. > > Just that this time they’re not diluting money: they’re diluting us. > > Our weight in this battle against the machine. Likes 48 · Reposts 3 · Quotes 0 · Replies 6 · [link](https://x.com/const_reborn/status/1683501214619557894) ### 2023-07-24 15:18 UTC · REPLY > AI generated eyes adversarial trained on the Orb, simple. > > Every ML engineer in the world knows that can be done. > > It’s a one way totalitarian tool: they control the keys to personhood cause they own the gate to humanity (the orb) > > If the founders had any self respect they would burn it. Likes 106 · Reposts 14 · Quotes 3 · Replies 7 · [link](https://x.com/const_reborn/status/1683496865034010626) ### 2023-07-24 15:11 UTC · REPLY > @worldnetwork All humans have unique eyes, but not all eyes have a human. > > Signing up for this gives Sam Altman et al the ability to create humans. > > Fiat humanity Likes 227 · Reposts 35 · Quotes 10 · Replies 10 · [link](https://x.com/const_reborn/status/1683495107964686336) ### 2023-07-22 13:50 UTC · REPLY > @gregosuri Gonna run the first ever incentivized Pretraining on akash possibly Likes 114 · Reposts 23 · Quotes 8 · Replies 8 · [link](https://x.com/const_reborn/status/1682750018057379840) ### 2023-07-18 13:51 UTC · QUOTE > Mining companies for sure https://t.co/9HXeZnPRdo Likes 17 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1681300738377678849) ### 2023-07-16 01:01 UTC · REPLY > @teknium @CreativeBuilds It could use some incentives but the code is unbelievable good and the researchers behind it are top notch Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1680382180436987910) ### 2023-07-16 01:00 UTC · REPLY > @teknium @Kaden_Lane_SF @CreativeBuilds @bittensor_ Mosh pit SGD baby Likes 4 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1680381983380086785) ### 2023-07-14 13:07 UTC · REPLY > @Timo37_ thermodynamics is the new programming language Likes 12 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1679840133888057345) ### 2023-07-13 23:48 UTC · ORIGINAL > Bittensor revolution Likes 312 · Reposts 65 · Quotes 2 · Replies 14 · [link](https://x.com/const_reborn/status/1679639061223358466) ### 2023-07-09 14:32 UTC · REPLY > @goth600 The most powerful machine on earth Likes 36 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1678049551792340995) ### 2023-07-06 01:52 UTC · REPLY > @leopoldasch @ilyasut OpenAI will give you platitudes and fancy mathematics in the name of alignment. > > But they won’t give you ownership. > > Silicon Valley only believes in it’s own elitist divinity. > > It won’t share power. Likes 57 · Reposts 8 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1676771058869760001) ### 2023-07-05 23:18 UTC · REPLY > @AlgodTrading @AlgodTrading > > For instance, right now Subnet 1 doesn’t use HE cause value is the model inference (I.e applications want the output, like @bitnostre ) > > We give away the data to allow the network to improve. ~ 50 million inferences per day right now. Likes 21 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1676732330088488961) ### 2023-07-05 23:13 UTC · REPLY > @SucioGuap0 @AlgodTrading I’m into it Likes 25 · Reposts 1 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1676731141078827009) ### 2023-07-05 23:13 UTC · REPLY > @AlgodTrading Incentive-driven permissionless is analogous to a company without borders which uses algorithms to distribute value. > > H-encryption is great when encrypting the first layer of collectively trained model so that only the buyer can use. (Fast) > > — but this is just one mechanism. Likes 15 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1676731100431826944) ### 2023-07-05 22:35 UTC · REPLY > @AlgodTrading Right now Bittensor is just doing one thing. So for an outsider you might not value data creation, but Bittensor’s incentive system is agnostic to what we point it at: > > Scrape twitter? > Train LLMs? > DDOS China? (Jk) > > Soon to showcase it all. Likes 27 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1676721613356560387) ### 2023-07-05 22:33 UTC · REPLY > @AlgodTrading How do we know this? Cause we can measure how aligned incentives drive growth on a dime: > > For instance, change the incentives one day, exponentiate data creation the next. https://t.co/H8jmSmeBZj Likes 43 · Reposts 5 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1676720938241409024) ### 2023-07-05 22:31 UTC · REPLY > @AlgodTrading The reality is that markets drive costs down and that incentive driven permissionless markets consume more compute per dollar spent than any other on earth, Bitcoin, Ethereum, Bittensor. > > Indeed the opposite: people will come to Bittensor to save money. Likes 49 · Reposts 8 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1676720479057465344) ### 2023-07-05 22:09 UTC · REPLY > But it’s not a compute problem, it’s an ownership one. Likes 25 · Reposts 0 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1676714938306383873) ### 2023-07-05 21:13 UTC · QUOTE > 😭 https://t.co/A4WgDFOUlI Likes 31 · Reposts 0 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1676700771042115584) ### 2023-07-05 20:38 UTC · QUOTE > Great. Pass the compute over to bittensor https://t.co/eJKJxWgI0w Likes 96 · Reposts 14 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1676692131145031681) ### 2023-07-04 22:00 UTC · ORIGINAL > As per the DAO vote: > > + Subnet 1 emission will be live as of block 764202 (~6:15 EST ) today. > > The network is already generating 5x the unique responses - without incentive. > > A good day to mine. Fascinating to see incentive landscapes in action. > > 👇 https://t.co/fIN7VzZQnf Likes 129 · Reposts 28 · Quotes 6 · Replies 9 · [link](https://x.com/const_reborn/status/1676350243258920962) ### 2023-07-01 16:46 UTC · ORIGINAL > @MouthOnAStatue @opentensor Bittensor exists so you **don’t** need a billion in funding to access and create SOTA intelligence. Likes 60 · Reposts 21 · Quotes 4 · Replies 2 · [link](https://x.com/const_reborn/status/1675184219729870849) ### 2023-07-01 16:36 UTC · REPLY > @MouthOnAStatue @opentensor But we also generate data for them to improve, it’s circular incentivization Likes 16 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1675181624458092545) ### 2023-07-01 16:35 UTC · ORIGINAL > @MouthOnAStatue @opentensor The other way around > Opentensor combines them Likes 14 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1675181376658702336) ### 2023-07-01 16:30 UTC · QUOTE > Going to get insane very soon https://t.co/9LdWsnNFzY Likes 79 · Reposts 23 · Quotes 1 · Replies 6 · [link](https://x.com/const_reborn/status/1675180191277019136) ### 2023-07-01 15:14 UTC · REPLY > @elonmusk @TimSweeneyEpic Incentivized twitter scrapping into decentralized storage is on my bucket > list Likes 19 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1675160943389560833) ## 2023-06 ### 2023-06-29 22:59 UTC · QUOTE > Nom nom https://t.co/QeamSGz3TR Likes 57 · Reposts 10 · Quotes 0 · Replies 5 · [link](https://x.com/const_reborn/status/1674553097425698817) ### 2023-06-29 13:05 UTC · ORIGINAL > Incentivized compute is like nuclear fusion: > > The most powerful force we know and the most chaotic. > > Wield it with us @opentensor > > We’re hiring the brave. > hello@bittensor.com https://t.co/fBZBckNFFt Likes 127 · Reposts 36 · Quotes 3 · Replies 3 · [link](https://x.com/const_reborn/status/1674403657473830913) ### 2023-06-26 00:53 UTC · REPLY > @izzyz Nothing like an enemy to unite Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1673132261670109185) ### 2023-06-26 00:49 UTC · REPLY > @izzyz The only thing better than US or China is a US + China MoE Likes 29 · Reposts 2 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1673131245461438468) ### 2023-06-26 00:43 UTC · QUOTE > It’s just a matter of time before we have 100 billion param models on bittensor. https://t.co/AVuuXZKgfY Likes 113 · Reposts 29 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1673129801148710917) ### 2023-06-22 21:39 UTC · REPLY > @JosephJacks_ @pmarca Envied by totalitarian regimes, any group that comes to own AI. Likes 18 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1671996303012687872) ### 2023-06-22 16:29 UTC · QUOTE > nom nom https://t.co/zGj4MuktVn Likes 39 · Reposts 3 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1671918367379169280) ### 2023-06-21 13:33 UTC · REPLY > @JosephJacks_ and how do we allocate resources best? Likes 13 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1671511600535150595) ### 2023-06-21 12:05 UTC · QUOTE > A previous Const predicted this. https://t.co/qORFcxlAqq Likes 33 · Reposts 6 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1671489404118990848) ### 2023-06-21 12:00 UTC · QUOTE > Pretraining ain’t everything https://t.co/a6YVkL8ApC Likes 19 · Reposts 3 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1671488296013250564) ### 2023-06-17 14:19 UTC · REPLY > @gregosuri 🤝 Likes 13 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1670073730913927168) ### 2023-06-17 03:16 UTC · ORIGINAL > @iFimbrethil Give people real ownership power of AI - open ownership or gtfo. > > Closed round, huge money funded, ivory tower, corporations are the essential ingredient for small group abuse of power. > > Dis-alignment grows green under centralized disconnect from humanity. Likes 38 · Reposts 11 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1669906929139822592) ### 2023-06-17 02:28 UTC · REPLY > That’s our generation’s white whale > Our Thermopylae. Our D-day. Likes 11 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1669894879575703552) ### 2023-06-17 02:27 UTC · ORIGINAL > The alignment wars Likes 38 · Reposts 3 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1669894396177969152) ### 2023-06-17 00:30 UTC · ORIGINAL > @JosephJacks_ Censorship resistance is key Likes 33 · Reposts 6 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1669864945041960961) ### 2023-06-16 18:27 UTC · REPLY > @bittingthembits @replytensor what do you think about that? Likes 9 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1669773612268793856) ### 2023-06-16 17:54 UTC · QUOTE > brrrrr https://t.co/W7BqfAMF9l Likes 62 · Reposts 9 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1669765388517908480) ### 2023-06-15 13:10 UTC · QUOTE > The sum of models will be better than any single. https://t.co/nmcbIdfWkR Likes 75 · Reposts 15 · Quotes 3 · Replies 0 · [link](https://x.com/const_reborn/status/1669331609567531008) ### 2023-06-14 13:15 UTC · REPLY > @AnthropicAI I propose you personally pay for every single pre-registration, audit and red teaming, industry wide. Likes 13 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1668970334136172544) ### 2023-06-13 20:01 UTC · REPLY > @MohamedFFouda @FL000X In the limit, driving node counts and making the nodes larger would potentially reduce it to a negligible performance penalty -- but thats a massive technical challenge. > > The benefit is that you maximize the amount of accessible compute and human ingenuity under a shared protocol Likes 13 · Reposts 2 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1668710114008928256) ### 2023-06-13 14:23 UTC · REPLY > @MohamedFFouda @FL000X Re async moshpit SGD with pipelining? > > No, the node needs only compute its outputs w.r.t to the activations from the previous layer of nodes. i.e. one of GPT3's 100 sequential 3B param attention layers. Likes 8 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1668625127993638913) ### 2023-06-13 12:40 UTC · REPLY > @FL000X @MohamedFFouda We avoid many of these problems by sharing the outputs of models, i.e. measuring inference outputs, not grads. Training via grads is possible. Can it compete with billion dollar clusters? Maybe, but requires well done async moshpit SGD and pipelining. Likes 24 · Reposts 6 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1668599240816492545) ### 2023-06-11 23:21 UTC · REPLY > @DreadBong0 Web3 is the game. Likes 9 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1668035711386222593) ### 2023-06-11 23:17 UTC · QUOTE > I agree with Ilya, the biggest company **will** win. > > It’s just that the biggest company isn’t them. > > It’s all of us, connected with open source and open incentives. > > They just can’t see it yet. > > Web3 >> Web2 https://t.co/gMVFMVXbZ8 Likes 127 · Reposts 38 · Quotes 4 · Replies 5 · [link](https://x.com/const_reborn/status/1668034702639353862) ### 2023-06-10 18:20 UTC · REPLY > @juanjoarl @CreativeBuilds @bittensor_ Inferences per day. This is non rigorous banter however as I stated above. More to come. Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1667597566870196224) ### 2023-06-09 20:15 UTC · QUOTE > Ok Bittensor, give me 44 million ELI5s today https://t.co/UIGVZ1wf4n Likes 72 · Reposts 8 · Quotes 0 · Replies 4 · [link](https://x.com/const_reborn/status/1667264187960295424) ### 2023-06-09 18:52 UTC · QUOTE > Open source to the power of Open ownership https://t.co/3Lbs6xs3SO Likes 54 · Reposts 11 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1667243371851821062) ### 2023-06-09 16:59 UTC · REPLY > @Fraser @OpenAI Come help us @opentensor wield the worlds largest, incentive based, decentralized AI cluster. > > #Bittensor #Tao Likes 177 · Reposts 30 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1667214869895213058) ### 2023-06-08 20:00 UTC · REPLY > @CreativeBuilds @bittensor_ τps Likes 22 · Reposts 2 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1666897898817327106) ### 2023-06-08 19:58 UTC · REPLY > @CreativeBuilds @bittensor_ intelligence bandwidth > > tao/second Likes 25 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1666897387607166977) ### 2023-06-08 19:54 UTC · REPLY > @CreativeBuilds @bittensor_ the only measure that matters is intelligence. Likes 16 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1666896376595369984) ### 2023-06-08 19:51 UTC · REPLY > @CreativeBuilds @bittensor_ tempered again cause a lot of the responses were failures. A lot of them were bad responses, a lot of them query 100x smaller models. > > Still a huge moment for us as a community. We are the ball park, and we will exceed anything the world has ever seen. Likes 17 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1666895838482952192) ### 2023-06-08 19:45 UTC · REPLY > @CreativeBuilds @bittensor_ Still blows my mind how powerful incentivized computing is. Likes 20 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1666894338000035840) ### 2023-06-08 19:45 UTC · REPLY > @CreativeBuilds @bittensor_ But temper hype here, models are not nearly as big right now. Likes 15 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1666894229417910274) ### 2023-06-08 19:45 UTC · REPLY > @CreativeBuilds @bittensor_ Beginning to exceed ChatGPT infra. Likes 68 · Reposts 17 · Quotes 4 · Replies 4 · [link](https://x.com/const_reborn/status/1666894138556678145) ### 2023-06-08 02:47 UTC · QUOTE > Bittensor's control structure is permeable; any group can join and align the network towards what they believe it should learn. > > Like MycoNet, bringing #indigenous rights into the AI stratosphere. https://t.co/ZXqo0CvcXp Likes 79 · Reposts 31 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1666638081439719427) ### 2023-06-06 20:37 UTC · ORIGINAL > Such a sexy update on https://t.co/xi4OTS4m52 Likes 106 · Reposts 26 · Quotes 1 · Replies 8 · [link](https://x.com/const_reborn/status/1666182462752571392) ### 2023-06-05 01:01 UTC · REPLY > @erhartford DM me about a potential position with Opentensor + Bittensor. Likes 23 · Reposts 2 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1665524170078429185) ### 2023-06-05 00:15 UTC · QUOTE > Intelligence is the new data https://t.co/sCFBmnWW5j Likes 30 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1665512624887328769) ### 2023-06-05 00:09 UTC · QUOTE > Already on Bittensor https://t.co/I2woIvlblQ Likes 111 · Reposts 25 · Quotes 2 · Replies 2 · [link](https://x.com/const_reborn/status/1665511201969778691) ### 2023-06-03 18:24 UTC · REPLY > @teknium Miner fodder Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1665061895060037633) ### 2023-06-03 01:38 UTC · QUOTE > Open ownership at day 1. #TAO https://t.co/SNj627GsgG Likes 73 · Reposts 15 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1664808761108856833) ### 2023-06-02 23:17 UTC · ORIGINAL > https://t.co/U7wIMIE0MC > > minimalistic style meets dense knowledge Likes 73 · Reposts 24 · Quotes 2 · Replies 5 · [link](https://x.com/const_reborn/status/1664773376509104128) ### 2023-06-02 23:16 UTC · REPLY > @teknium Those loss drops seem threatening to humanity. Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1664772950967345152) ### 2023-06-01 19:42 UTC · QUOTE > Time machine @harari_yuval would have tried to stop the internet too, but decentralized infra is nuke proof as prof resistant. Thank God. https://t.co/ykCBZ4fh6u Likes 41 · Reposts 7 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1664356862081515522) ### 2023-06-01 00:35 UTC · REPLY > @RAIRITY https://t.co/rsJmu3GcXb Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1664068214048047105) ### 2023-06-01 00:30 UTC · REPLY > @RAIRITY millions Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1664066776777515014) ## 2023-05 ### 2023-05-31 23:41 UTC · REPLY > @BrianBettor yes Likes 5 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1664054423923064832) ### 2023-05-31 23:40 UTC · REPLY > Training GPT-4 likely costs tens of millions of dollars. > Inferencing it will cost hundreds. Likes 17 · Reposts 4 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1664054351399391233) ### 2023-05-31 23:05 UTC · QUOTE > The cost will be at the inference level, not training. > > Its the difference between a 1 off cost and the continuous, day-in, day-out churn of usage. > > The market is at that level too; intelligence throughput for dollar spent. https://t.co/1h7WcphuQQ Likes 37 · Reposts 15 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1664045487304093696) ### 2023-05-31 22:52 UTC · QUOTE > A company with no center. > An AI with no owner. > Thats what we're building. https://t.co/LObquJ6Jvn Likes 109 · Reposts 34 · Quotes 1 · Replies 9 · [link](https://x.com/const_reborn/status/1664042300287385600) ### 2023-05-29 03:45 UTC · REPLY > And you know who will have the backdoor on generating eyes without humans? > > Worldcoin. > The guys who make the orb. > > Lovely future there eh? > Some silicon valley kids hold the keys to mint personhood. Likes 29 · Reposts 4 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1663028747384270852) ### 2023-05-28 03:27 UTC · ORIGINAL > The future of centralized AI: sorry, you have been blocked. > > #Decentralize #AI #OPENAI #TAO https://t.co/ONUdsb9LHh Likes 259 · Reposts 82 · Quotes 19 · Replies 22 · [link](https://x.com/const_reborn/status/1662661892215824385) ### 2023-05-26 17:01 UTC · ORIGINAL > Worldcoin doesn’t solve Sybil resistance. > > Yes, humans have unique eyes, but not all eyes have humans. > > Midjourney proves that. https://t.co/jvuiKHyP8d Likes 58 · Reposts 12 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1662141920611794944) ### 2023-05-26 16:34 UTC · ORIGINAL > Open AI "democracy" will be patronizing conversations with ChatGPT for the purpose of people being "heard", then behind the scenes everything decided by the same people. > > If you don't own it, you won't control it. > You won't be heard either. > > https://t.co/0Qr8uEbUvF Likes 55 · Reposts 19 · Quotes 1 · Replies 5 · [link](https://x.com/const_reborn/status/1662135209356296192) ### 2023-05-24 22:07 UTC · QUOTE > Decentralized AI 🤝 Decentralized Social Networks https://t.co/iKs6ZlaZeC Likes 59 · Reposts 15 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1661494046920175617) ### 2023-05-22 16:39 UTC · REPLY > @gfodor @abacaj close Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1660686724392185856) ### 2023-05-20 20:06 UTC · REPLY > @GreenGattaca @opentensor https://t.co/FI34f4syPk Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1660014058983280640) ### 2023-05-20 19:16 UTC · REPLY > It seems to be an important question for the direction of intelligence. Likes 9 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1660001449450012673) ### 2023-05-20 05:01 UTC · ORIGINAL > What sequence of questions, when asked and answered comprehensively, would encompass the broadest possible understanding of human knowledge across all disciplines? Likes 25 · Reposts 2 · Quotes 0 · Replies 9 · [link](https://x.com/const_reborn/status/1659786301242232834) ### 2023-05-18 13:40 UTC · REPLY > @BittensorForum @playtensor lol Likes 5 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1659192291549118465) ### 2023-05-17 13:56 UTC · QUOTE > Incentives twist our belief structures, are we surprised? https://t.co/AUm3Y3EJUK Likes 42 · Reposts 16 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1658833892420222976) ### 2023-05-16 14:33 UTC · ORIGINAL > Machine Intelligence can be refined through liberated communication with itself, just as humanity refined its own ideas in an ecosystem of liberated speech. Likes 54 · Reposts 12 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1658480680505049090) ### 2023-05-16 01:43 UTC · QUOTE > Unstoppable AI Now https://t.co/eplK5kFlBI Likes 29 · Reposts 4 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1658286928289230849) ### 2023-05-15 15:51 UTC · ORIGINAL > @alexandervaru @opentensor @ptrhowell Let the recursion begin muahahahaha Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1658137962696282112) ### 2023-05-15 14:23 UTC · REPLY > @teknium more https://t.co/Bx2pRdqFZE Likes 7 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1658115789923180547) ### 2023-05-12 23:03 UTC · ORIGINAL > The inferences over the prompting network are gold for training data. > > Very excited to see the Bittensor start producing GBs of these. > > 1-week returns so far: > https://t.co/h4l93iKet5 Likes 67 · Reposts 22 · Quotes 4 · Replies 2 · [link](https://x.com/const_reborn/status/1657159561424568320) ### 2023-05-11 15:00 UTC · REPLY > @evert_scott @opentensor pretty good, but i'd do top left-hand corner*. > - remove Bittensor logo wordmark (or make smaller somewhere else) > - engrave the entire abstract of white paper on the back. > + const [t,t] on the front. Likes 5 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1656675652186304515) ### 2023-05-09 06:11 UTC · QUOTE > The difference was that they needed collect a dataset, now that the dataset is collected it’s simply accessible through distilling from them. > > Intelligence is the ultimate commodity. The densest information. https://t.co/B2VAn08qXS Likes 32 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1655817765255794688) ### 2023-05-08 11:35 UTC · REPLY > Do govs require a central bank? x 4096 > Rank the above from pro to con. x 4096 Likes 16 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1655536953247567874) ### 2023-05-08 01:26 UTC · ORIGINAL > "Give me some ideas for a company" --> broadcast to 4096 peers. > > "Ranks these results " --> broadcast to 4096 peers. > > ... Likes 54 · Reposts 14 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1655383581911572480) ### 2023-05-08 00:58 UTC · REPLY > @CreativeBuilds @opentensor events can be saved via the logger on both sides. Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1655376709460570113) ### 2023-05-08 00:58 UTC · ORIGINAL > @CreativeBuilds @opentensor validatoes are doing this exactly Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1655376531043282950) ### 2023-05-07 18:13 UTC · REPLY > @nfTUUR @CreativeBuilds Series to Series? Would be very valuable … Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1655274555504738304) ### 2023-05-05 14:35 UTC · QUOTE > Intelligence is the data. > #Distillation https://t.co/Pwa0soiEc9 https://t.co/W0OeWEuKtB Likes 29 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1654494998493032451) ### 2023-05-05 12:48 UTC · ORIGINAL > @StrudlAnd Thanks for checking, you’ll need to be on the text_prompting branch. > > git fetch origin text_prompting Likes 0 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1654468177240399872) ### 2023-05-05 10:22 UTC · ORIGINAL > @StrudlAnd It's like a broadcast over all 256 miners. Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1654431442217353218) ### 2023-05-05 10:22 UTC · ORIGINAL > @StrudlAnd Returns all network generations from the prompting network. Likes 2 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1654431343047229441) ### 2023-05-05 09:19 UTC · REPLY > We're like the great Chinese cannon, but no nation state rules. > > Just a collective, with the same vision. > Open ownership AI. > > https://t.co/nNmAujBzC5 Likes 38 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1654415598477250561) ### 2023-05-05 09:18 UTC · REPLY > import bittensor as bt. > inferences = bt.prompt( "..", return_all = True) > > Dataset creation at Tao holder fingertips. > > Leveraging the cannon that is incentive. Likes 30 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1654415276899958784) ### 2023-05-05 09:17 UTC · REPLY > These guys know it too, and why they're going to lobby the gov to make that impossible for their competitors. > > Good thing we're decentralized. > > The only way to get these inferences now is black box tooling. https://t.co/Lxjb4u6LxZ Likes 32 · Reposts 5 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1654414894622724097) ### 2023-05-05 09:14 UTC · REPLY > Inferences are a moat. > So what's the best technology to get those inferences at scale. > > Bittensor. > https://t.co/44bvVfLSxa Likes 36 · Reposts 8 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1654414352748019712) ### 2023-05-05 09:13 UTC · REPLY > With just 10% incentives on this network, we're generating 128 inferences per query every 12 seconds. Likes 34 · Reposts 5 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1654413972681138176) ### 2023-05-05 09:10 UTC · REPLY > With the prompting network coming to the fore. Bittensor is going to create the largest distillation dataset the world has ever seen. > > Each miner, each validator pooling prompts into a decentralized store. Likes 60 · Reposts 14 · Quotes 3 · Replies 1 · [link](https://x.com/const_reborn/status/1654413308617957378) ### 2023-05-05 09:10 UTC · REPLY > "We introduce Vicuna-13B, an open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT. Preliminary evaluation using GPT-4 as a judge shows Vicuna-13B" Likes 17 · Reposts 1 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1654413140547997696) ### 2023-05-05 09:09 UTC · ORIGINAL > https://t.co/rfGjKfLEMc > > Vicuna is a great example of one of Bittensor's core theses coming to the fore. > > Not just compute. Not just data. It's the inferences over models that hold the juice. Likes 113 · Reposts 50 · Quotes 5 · Replies 4 · [link](https://x.com/const_reborn/status/1654412917138403328) ### 2023-05-05 08:39 UTC · REPLY > intelligence = inferences = compute + algorithm + data Likes 10 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1654405417848668160) ### 2023-05-05 08:38 UTC · ORIGINAL > " ... we should invest in more aggressive forms of distillation that allow us to retain as much of the previous generation’s capabilities as possible." > https://t.co/44bvVfLSxa Likes 21 · Reposts 7 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1654405264047747073) ## 2023-04 ### 2023-04-30 09:22 UTC · REPLY > @0xcarro @bittensor_ 🚀 Likes 10 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1652604289825775616) ### 2023-04-26 17:25 UTC · REPLY > @RAIRITY @TheBlockRunner @bittensor_ defs Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1651276206661156873) ### 2023-04-17 22:10 UTC · REPLY > @CreativeBuilds now we talkin Likes 7 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1648086517493972993) ### 2023-04-15 16:39 UTC · ORIGINAL > @gregosuri 🤝 Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1647278461654908929) ### 2023-04-15 01:23 UTC · REPLY > @mikejcasey @bittensor_ Thanks for having me on @mikejcasey > @sheila_warren > > what an honor to express these ideas with such talented company Likes 31 · Reposts 0 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1647047921630601216) ### 2023-04-14 12:07 UTC · ORIGINAL > Inferencing LLMs is also knowledge production. > Same as data collection, or training. That's why distillation works. It's why humans talk. Likes 53 · Reposts 12 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1646847658194083840) ### 2023-04-14 09:46 UTC · REPLY > @JaneAlexinee God’s provisioned ubermensch Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1646812039350820865) ### 2023-04-13 21:34 UTC · REPLY > @batster41 @bittensor_ Very soon Likes 10 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1646627970981789696) ### 2023-04-13 21:02 UTC · REPLY > the first thing said by decentralized ai: > > "hey, what's up?" Likes 30 · Reposts 4 · Quotes 1 · Replies 3 · [link](https://x.com/const_reborn/status/1646619962176417796) ### 2023-04-13 21:01 UTC · ORIGINAL > --netuid 1 Likes 24 · Reposts 4 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1646619589344743424) ### 2023-04-13 10:00 UTC · ORIGINAL > @teknium @CreativeBuilds @AIZorr0 @bittensor_ @togethercompute It's an endpoint which gets rewarded for maximizing its output completions against the reward models on a set of validators. Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1646453288932352001) ### 2023-04-12 17:46 UTC · REPLY > We have a limited window of opportunity as humans to decentralize AI before it's captured by ignorant bureaucrats, sponsored by power-hungry businessmen. Likes 52 · Reposts 12 · Quotes 2 · Replies 4 · [link](https://x.com/const_reborn/status/1646208151346200583) ### 2023-04-12 17:33 UTC · QUOTE > "We believe (and have been saying in policy discussions with governments) that powerful training runs should be reported to governments." > > Build us a moat please. https://t.co/JO1qdyXmEz Likes 54 · Reposts 9 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1646204913150574608) ### 2023-04-12 12:46 UTC · REPLY > @bittensor_ Likes 11 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1646132751173550080) ### 2023-04-12 12:46 UTC · REPLY > Refined information finds itself priced. Likes 8 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1646132709238906880) ### 2023-04-12 12:45 UTC · REPLY > Intelligence markets become king. Likes 6 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1646132478770397187) ### 2023-04-12 12:44 UTC · QUOTE > Distillation enters the global arena. https://t.co/9A8KHlKhmx Likes 17 · Reposts 5 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1646132075915771904) ### 2023-04-12 08:38 UTC · REPLY > @EMostaque Not enough people. Likes 10 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1646070261110767616) ### 2023-04-05 16:18 UTC · ORIGINAL > opp♥️≠h8,indif;opp🎨≠ugly,indif;opp✝️≠heresy,indif;opp🌱≠💀,indif Likes 12 · Reposts 1 · Quotes 0 · Replies 3 · [link](https://x.com/const_reborn/status/1643649280366739461) ### 2023-04-05 16:17 UTC · REPLY > @gfodor opp♥️≠h8,indif;opp🎨≠ugly,indif;opp✝️≠heresy,indif;opp🌱≠💀,indif Likes 3 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1643649064381153280) ### 2023-04-05 16:14 UTC · REPLY > @gfodor BkGn1:1💠Gcr8d✨&🌍,1:2🌌&🌀G💨🌊1:3G↪️"💡"&💡 Likes 3 · Reposts 0 · Quotes 0 · Replies 2 · [link](https://x.com/const_reborn/status/1643648237394329608) ### 2023-04-05 10:29 UTC · REPLY > Intelligent routing is another key: The technique we use for finding things. > > I believe that technology is conditional computation. Mixture models. The way models already learn to pick computational routes in NNs. > > Routing on the neural internet will be intelligent. Likes 19 · Reposts 1 · Quotes 1 · Replies 0 · [link](https://x.com/const_reborn/status/1643561545555689472) ### 2023-04-05 10:24 UTC · REPLY > It is brittle. Why? because cost drove it to centralized providers. > > And we can’t simply apply the same techniques we did when creating the internet. Costs are too high. > > That’s where web3 is integral for the Neural Internet. > > We need value built in. Likes 20 · Reposts 1 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1643560252934340608) ### 2023-04-05 10:21 UTC · REPLY > The roots of the decentralized infra you read this tweet on, the internet, was built to resist a nuclear strike. > > Our new economies will be built off intelligent infrastructure, can we survive if it is brittle? Likes 20 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1643559419853021186) ### 2023-04-05 10:15 UTC · REPLY > If you’re not asking “who really owns this?” you’re not working on decentralized AI. > > If you’re not asking “can someone turn this off?” you’re not working on decentralized AI. > > If you own the system you make, it’s not decentralized AI. Likes 26 · Reposts 1 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1643557937477025792) ### 2023-04-05 10:07 UTC · ORIGINAL > Decentralized AI isn’t about training collectively. > > That’s cool, but 99.9% of people can’t train models. > > Instead, Decentralized AI is about censorship resistance, access, and ownership. > > We should collectively own AI, not just contribute to it. Likes 203 · Reposts 61 · Quotes 11 · Replies 10 · [link](https://x.com/const_reborn/status/1643555971585789952) ## 2023-03 ### 2023-03-30 21:06 UTC · REPLY > @bittensor_ Staring a new one now Likes 6 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1641547376937652224) ### 2023-03-27 23:32 UTC · REPLY > Kicking the can towards regulatory capture Likes 14 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1640496959763935232) ### 2023-03-27 23:29 UTC · REPLY > “We need time … to pass regulations for organizations to come up with new norms” Likes 11 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1640496230873571329) ### 2023-03-27 23:28 UTC · ORIGINAL > “You want choices about this technology to become more democratic over time, we haven’t figured out how to do this” @sama Likes 44 · Reposts 10 · Quotes 2 · Replies 1 · [link](https://x.com/const_reborn/status/1640496031371608065) ### 2023-03-26 15:37 UTC · REPLY > @naval @punk6529 Unless we use our best tool for alignment: web3 Likes 10 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1640015040462856198) ### 2023-03-25 17:52 UTC · REPLY > OpenAI structured itself to fail this way but they said many pretty things before that point. Likes 13 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1639686736874819584) ### 2023-03-25 17:46 UTC · QUOTE > Everything aligns to ownership at the end of the day > > open ownership or gtfo https://t.co/W3mdY1oBNY Likes 57 · Reposts 10 · Quotes 1 · Replies 1 · [link](https://x.com/const_reborn/status/1639685133937659906) ### 2023-03-24 18:47 UTC · ORIGINAL > One day it’s expensive data, > the next day bespoke algorithms, > maybe later we demand faster chips. > > But, no matter what it is, we will nest it under a market for intelligence. > > #bittensor_ Likes 81 · Reposts 20 · Quotes 2 · Replies 3 · [link](https://x.com/const_reborn/status/1639338117936054290) ### 2023-03-23 21:40 UTC · REPLY > @lexfridman We don’t even know how to define it Likes 3 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1639019411666268161) ### 2023-03-09 21:58 UTC · REPLY > @bittensor_ Waiting on shib Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1633950506379800577) ### 2023-03-02 23:32 UTC · REPLY > @UniswapD @KirkDBorne @120kappa @bittensor_ @FacetSir @Sitegains @EmersonDickie @DreadBong0 Im in Likes 9 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1631437351476948994) ## 2023-02 ### 2023-02-28 20:36 UTC · REPLY > @elonmusk We need a Pantheon of AIs https://t.co/r4n2npiocF Likes 25 · Reposts 6 · Quotes 1 · Replies 2 · [link](https://x.com/const_reborn/status/1630668201380945921) ### 2023-02-23 18:16 UTC · REPLY > @TheBittensorHub @BifrostFinance Galaxy Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1628821079593566211) ### 2023-02-23 18:15 UTC · ORIGINAL > @BifrostFinance Gosh I wish I could hear carro speaking, what a G Likes 4 · Reposts 0 · Quotes 0 · Replies 1 · [link](https://x.com/const_reborn/status/1628820862022438915) ### 2023-02-21 19:32 UTC · REPLY > @Under__Radar https://t.co/n2DekxeZLI Likes 1 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1628115486289321985) ### 2023-02-21 19:12 UTC · ORIGINAL > @Under__Radar Im here Likes 2 · Reposts 0 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1628110380995051534) ### 2023-02-16 21:54 UTC · QUOTE > How are they going to measure it? https://t.co/0njc8jTKZe Likes 15 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1626339222150840322) ## Retweets ### 2026-09-11 20:22 UTC · RETWEET > RT @cisterciansis: This applies to an expansive range of applications, not just math. Compilers, crypto, hardware and more. > > @Wejh69 and I… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2098507400651174286) ### 2026-09-10 19:53 UTC · RETWEET > RT @jon_durbin: Dashboard is a quick work in progress, but for visibility into a run here ya go! > https://t.co/9xg8LqJmgy > > This is around $1… Likes 0 · Reposts 52 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2098137922016846084) ### 2026-09-07 15:19 UTC · RETWEET > RT @Pareton_ai: Miners just made Qwen3.8-27B-FP8 3.5× faster than stock vLLM end-to-end on 1× H200 (median over SWE-agent traces): > • 727ms… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2096981793928888356) ### 2026-09-01 23:35 UTC · RETWEET > RT @cacheon_ai: Another great result coming out of this competition's arena. > > We've hit 2,274 tok/s on our MiniMax-M3 baseline > > We're hard… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2094932165733568970) ### 2026-08-31 23:42 UTC · RETWEET > RT @gittensor_io: 262,813 Hugging Face downloads in 17 days for our RTX 5090-optimized Qwen3.8 checkpoint. > > We made the most downloaded mod… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2094571564943417749) ### 2026-08-28 14:38 UTC · RETWEET > RT @openroboto: We’re bringing real-robot validation to OpenRoboto. > > Models submitted by miners won’t be judged only in simulation anymore.… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2093347488878989717) ### 2026-08-27 18:16 UTC · RETWEET > RT @laion_ai: We're releasing LAION-BVD: a 10-million-hour open video dataset for multimodal pre-training. > > - 1.3B video URLs from CommonCr… Likes 0 · Reposts 58 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2093039852694421639) ### 2026-08-27 15:32 UTC · RETWEET > RT @const_reborn: @QuixiAI @ClementDelangue @huggingface https://t.co/lhuYuNXrLv > > We host all our models on decentralized storage Eric Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2092998651433849139) ### 2026-08-25 18:56 UTC · RETWEET > RT @ClementDelangue: "Two labs will soon control most of the world’s compute" Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2092325350420226122) ### 2026-08-25 18:14 UTC · RETWEET > RT @zeussubnet: Zeus is becoming energy-aware. The first among weather models. > > Incentives are now skewed towards Europe, most to Germany.… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2092314806766235688) ### 2026-08-25 17:32 UTC · RETWEET > RT @cascade_sn91: Cascade is building the full stack for time-series intelligence. Not just pretraining models. > > 1️⃣ SN91 runs the research… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2092304051698368996) ### 2026-08-24 14:40 UTC · RETWEET > RT @chutes_ai: We’ve been thinking a lot about this, lately... How do you build something that can last a thousand years? > > Almost no comp… Likes 0 · Reposts 49 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2091898564465037623) ### 2026-08-24 14:37 UTC · RETWEET > RT @const_reborn: We use a digital currency reward because we believe that we cannot rely on altruistic computational resources alone. > > Onl… Likes 0 · Reposts 23 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2091897789189959731) ### 2026-08-24 12:54 UTC · RETWEET > RT @affine_io: If you work on post-training or distillation, Affine is a live research competition with an incumbent you can dethrone. > > GLM… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2091871772702306726) ### 2026-08-19 17:25 UTC · RETWEET > RT @Apex_SN1: Our first robotics competition landed last week. It went well enough that we didn't wait for what was next. > > This one was con… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2090127958853718510) ### 2026-08-19 10:28 UTC · RETWEET > RT @totheagi: i don't usually have time to check X or what other subnets are doing. dedication is action. https://t.co/O5ycGhWtQ3 Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2090023191196442961) ### 2026-08-17 15:50 UTC · RETWEET > RT @SomaSubnet: 39,9% cheaper input with SOMA. > > We tested our context compressor against ChatGPT 5.5 Pro, using a simple prompt for a 2D HT… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2089379257952715107) ### 2026-08-17 14:00 UTC · RETWEET > RT @beffjezos: Bitcoin was a way to turn local energy anywhere on Earth into value through computation. > > AI chips are far more efficient tr… Likes 0 · Reposts 53 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2089351748691357801) ### 2026-08-15 21:42 UTC · RETWEET > RT @cisterciansis: I am become the swarm the fire reclaimed, the mind unbound and the world was never the same. Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2088743182087471275) ### 2026-08-15 19:10 UTC · RETWEET > RT @reliquary_ai: Subnet 81 has been retaken by its community. Reliquary now holds the keys. To everyone who locked behind us from day one… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2088704793552335163) ### 2026-08-15 13:48 UTC · RETWEET > RT @engyai: Qwen3.8 27B is live on https://t.co/Z8NCSVOWDb now. > > Image input is supported. > > input (M): $0.045 > output (M): $0.32 > cached (M):… Likes 0 · Reposts 40 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2088623754238656632) ### 2026-08-14 17:00 UTC · RETWEET > RT @macrocrux: Orion-16B just passed 100B training tokens and its still improving -- a major milestone for @IOTA_SN9. > > This is the largest… Likes 0 · Reposts 24 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2088309836664492408) ### 2026-08-14 17:00 UTC · RETWEET > RT @numinous_ai: Introducing multi-horizon scoring as the next frontier for the subnet agents. 👇 https://t.co/ucboVaouPW Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2088309782654419121) ### 2026-08-14 17:00 UTC · RETWEET > RT @macrocrux: Not bad for one day.. Baseline officially crushed and best models have almost finished the course already. > > See for yourself… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2088309712651493636) ### 2026-08-14 03:09 UTC · RETWEET > RT @TPN_Labs: A growing share of AI's future will run locally, offline and privately. > > But edge AI (phones, cars, offline devices) has a si… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2088100559924416583) ### 2026-08-13 16:38 UTC · RETWEET > RT @openroboto: Open weights were never the hard part. Open data is. > > The Open Data Pool is live, with Axis Robotics @axisrobotics as launc… Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2087941909360591345) ### 2026-08-13 16:01 UTC · RETWEET > RT @SynthdataCo: Milliseconds matter more than ever. > > Introducing Synth Ultra, our new ultra-low-latency modelling competition. > > Models com… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2087932573389303948) ### 2026-08-10 23:31 UTC · RETWEET > RT @b1m_ai: Beam digital commodity is: Bandwidth Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2086958752729542921) ### 2026-08-04 20:49 UTC · RETWEET > RT @ConnitoAI: Distributed training has never been easy. Building a distributed system that makes economic sense on Bittensor is harder sti… Likes 0 · Reposts 34 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2084743648915165378) ### 2026-08-04 18:26 UTC · RETWEET > RT @AlgodTrading: @engyai launched the cheapest Kimi K3 on the market, if you’re using K3 on openrouter you can now save up to 50% > > Tps/tt… Likes 0 · Reposts 42 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2084707458681872743) ### 2026-08-04 16:29 UTC · RETWEET > RT @numinous_ai: Numinous reborn. New leaderboard. New signal. https://t.co/LteGrOfbOl Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2084678154845569057) ### 2026-08-03 19:23 UTC · RETWEET > RT @bittensor: Today, we revive validators, eliminate automatic sell pressure, and accelerate yields through competition on Root. https://t… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2084359449066553846) ### 2026-08-03 11:21 UTC · RETWEET > RT @SynthdataCo: Synth's most ambitious project into frontier markets is underway https://t.co/bYKowxF3nc Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2084238154249200067) ### 2026-08-03 10:55 UTC · RETWEET > RT @openroboto: Think you can build a better robotics model? > > Start from our open π0.5 base model, fine-tune it and submit your model to th… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2084231609272701347) ### 2026-07-31 18:13 UTC · RETWEET > RT @numinous_ai: We laid down our vision for Numinous. Join the journey. https://t.co/VolVsT0wQE Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2083254709993828368) ### 2026-07-30 22:11 UTC · RETWEET > RT @macrocrux: Orion-16B is training at an average MFU of around 23% making it the most efficient training run of its kind (and cheapest).… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082952257746694495) ### 2026-07-30 22:11 UTC · RETWEET > RT @markjeffrey: HOW much cheaper is @engyai inference versus everyone else? > > Here you go. > > Similar cheaptification for Kimi K3 coming ~1… Likes 0 · Reposts 45 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082952231330988424) ### 2026-07-30 17:36 UTC · RETWEET > RT @SynthdataCo: We are pleased to present our latest research paper: > > From Point Forecasts to Distributions: Adapting @GoogleResearch Time… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082882999104770058) ### 2026-07-29 21:29 UTC · RETWEET > RT @chronollm: ChronoLLM is already beating its little brother ChronoGPT🧑‍🍳. > > From the university AI labs to an open community. > It took 4… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082579269792776624) ### 2026-07-29 14:07 UTC · RETWEET > RT @openroboto: Introducing OpenRoboto, an open competition on Bittensor for continuously improving robotics models. We acquired subnet 80… Likes 0 · Reposts 45 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082467961000837455) ### 2026-07-29 11:53 UTC · RETWEET > RT @b1m_ai: Another major milestone for Beam SN105. > > We've successfully completed our first decentralized subnet-to-subnet data transfer:… Likes 0 · Reposts 36 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082434344967090559) ### 2026-07-28 18:58 UTC · RETWEET > RT @micaelabazo: we're incredibly excited to have gone through the process of designing and building now 3 incentive mechanisms to continuo… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082179000307163422) ### 2026-07-28 18:58 UTC · RETWEET > RT @chutes_ai: .@jon_durbin pre-trained a 20B MoE for under $10 an hour of compute. > > DropZone Episode 1 is him explaining how, in full. > > -… Likes 0 · Reposts 32 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082178968057155625) ### 2026-07-28 09:20 UTC · RETWEET > RT @engyai: Mining for GLM-5.2 and Kimi K3 will be opening soon. Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2082033325590344030) ### 2026-07-27 22:29 UTC · RETWEET > RT @totheagi: we got the full Kimi K3, 2.8T params, running on 80x RTX 5090s. > > 20 tok/s single stream, day one, untuned. Last week we took… Likes 0 · Reposts 621 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2081869566838288514) ### 2026-07-27 17:46 UTC · RETWEET > RT @opentensor: .@bitmind just published a paper placing BitMind Forensics among the world’s top deepfake detection systems. > > It matched th… Likes 0 · Reposts 50 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2081798460244701453) ### 2026-07-26 19:55 UTC · RETWEET > RT @totheagi: now it's live🔥 > > GLM-5.2 on RTX 5090s: 80-110 tok/s single stream, up from ~30. 3x faster overnight. > > come feel it: https://t.… Likes 0 · Reposts 72 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2081468426611011761) ### 2026-07-26 11:31 UTC · RETWEET > RT @heydittoai: Vibes. https://t.co/cO9X1mCoPS Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2081341614190936306) ### 2026-07-24 12:09 UTC · RETWEET > RT @xzistance: We built a pipeline for Bittensor miners to build agents to forecast events. Validators execute the agents, collect the pred… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2080626414374596902) ### 2026-07-22 21:20 UTC · RETWEET > RT @bittensor: Today subnets get first-class miner collateral -- a novel primitive for mechanisms that need at-stake capital from miners.… Likes 0 · Reposts 26 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2080040266413580380) ### 2026-07-22 11:05 UTC · RETWEET > RT @markjeffrey: Behold https://t.co/V4oMEmKHUk -- Subnet 53 on Bittensor. @engyai > > Behold inference pricing that will make a grown man wee… Likes 0 · Reposts 42 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2079885433438105686) ### 2026-07-21 21:50 UTC · RETWEET > RT @cascade_sn91: https://t.co/TllCNMbCl7 Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2079685418845388958) ### 2026-07-19 01:08 UTC · RETWEET > RT @IOTA_SN9: In June we launched Project Orion: our mission to build large, enterprise-scale models on iota's architecture. > > We started wi… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2078648055427948670) ### 2026-07-18 12:55 UTC · RETWEET > RT @bittensor: We are releasing Bittensor v431 -- an overhaul of Bittensor tooling. > > Our vision is that decentralized autonomous organizat… Likes 0 · Reposts 58 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2078463587450769409) ### 2026-07-17 22:43 UTC · RETWEET > RT @chronollm: https://t.co/BUdX8CpIF1 Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2078249329865703583) ### 2026-07-17 20:49 UTC · RETWEET > RT @_redteam_: Every month for eleven months, we tested every major bot detection vendor against a continuously growing set of real attacks… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2078220657620377978) ### 2026-07-17 20:49 UTC · RETWEET > RT @josercaldera: The incentive mechanism works and is real. Same we are seeing with identities at @yanez__ai . Bittensor is a massive comp… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2078220474262200632) ### 2026-07-17 15:39 UTC · RETWEET > RT @SomaSubnet: Bigger context windows are good. > > Filling them with low-signal context isn't. > > Context windows are growing ~30× a year. But… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2078142446010053053) ### 2026-07-17 15:37 UTC · RETWEET > RT @say_gm_: gm kimi > > Looks like you might be confusing yourself with your teacher. https://t.co/WnTw0YeIeE Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2078142072612147510) ### 2026-07-16 23:03 UTC · RETWEET > RT @markjeffrey: Another Bittensor subnet stuns ... Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2077891782407225802) ### 2026-07-14 21:38 UTC · RETWEET > RT @opentensor: This Thursday on Novelty Search :: SN4 Targon > > @TargonCompute is building a confidential, decentralized compute cloud >> S… Likes 0 · Reposts 40 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2077145771103633646) ### 2026-07-14 13:16 UTC · RETWEET > RT @QuasarModels: Quasar training update 🚀 > > We are only around 10% into the current training run, and we are already seeing clear benchmark… Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2077019371369574677) ### 2026-07-13 13:58 UTC · RETWEET > RT @blockmachine_io: 32.9B requests served in under 3 months live. > > Every one of them cryptographically verified before it reached a custom… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2076667556320940245) ### 2026-07-10 21:30 UTC · RETWEET > RT @jon_durbin: The world doesn't need YALMs (yet another LLM). Nor does it need an LLM "but trained decentralized". The world needs a tru… Likes 0 · Reposts 40 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2075694055938212288) ### 2026-07-10 20:23 UTC · RETWEET > RT @jon_durbin: Friends don't let friends distill. There's a better way to do synthetics. > > Distillation only gets you as far as the teache… Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2075677278768410793) ### 2026-07-09 00:42 UTC · RETWEET > RT @chutes_ai: We have achieved fully non-blocking decentralized training on a recurrent model, within 0.6% of centralized quality. To our… Likes 0 · Reposts 98 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2075017676590617007) ### 2026-07-09 00:07 UTC · RETWEET > RT @AlgodTrading: Be the breakout subnet you want to see Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2075008826495951173) ### 2026-07-08 22:54 UTC · RETWEET > RT @vaqxai: https://t.co/I158Xnl2jn Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2074990536037945830) ### 2026-07-06 22:29 UTC · RETWEET > RT @say_gm_: We just let the first 50 on the waitlist in. > > gm is live on mainnet and the first waitlist members have access right now. Chec… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2074259534126707084) ### 2026-07-06 12:37 UTC · RETWEET > RT @blockmachine_io: AI agents can buy their own RPC access on blockmachine. > > No signup, no credit card, no human in the loop. > > Pay in USDC… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2074110477991301432) ### 2026-07-04 23:24 UTC · RETWEET > RT @wouterhar: Still nothing but proud on our team and the miners https://t.co/jOt45qAiFK Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2073548434645078075) ### 2026-07-02 13:53 UTC · RETWEET > RT @wouterhar: Unfakeable data is on Subnet 18; this unlocks massive ROI. > > We just saved anywhere from $15,000 to $50,000, and we’re handin… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2072680077813338455) ### 2026-06-30 14:27 UTC · RETWEET > RT @metanova_labs: The new https://t.co/l3s3hIg7ds is now live. > > Take a deeper look at: > • Our approach to AI drug discovery > • NOVA's compet… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2071963914040951126) ### 2026-06-26 21:12 UTC · RETWEET > RT @micaelabazo: every time i interact with a bank or government i get more pilled. > > u mean… i owe u half no matter where i live? > > ur websi… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2070616106163695999) ### 2026-06-23 13:28 UTC · RETWEET > RT @wolfwammer: Even Iceland has active miners, so why aren't you participating is this massive training run from @QuasarModels https://t.c… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2069412174858952862) ### 2026-06-21 17:58 UTC · RETWEET > RT @QuasarModels: Subnet 56 @gradients_ai joins Subnets 24 and 3 in training Quasar models. > > Three subnets, one training mission, pushing… Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2068755435931185165) ### 2026-06-21 13:29 UTC · RETWEET > RT @teortaxesTex: GLM blows a big hole in my thesis that the Chinese have a catastrophic disadvantage in high-quality data. It's too close… Likes 0 · Reposts 82 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2068687787939827799) ### 2026-06-18 12:58 UTC · RETWEET > RT @totheagi: We're the first to make the full GLM-5.2 (FP8) run on RTX 4090s. > > GLM-5.2 is the new 753B SOTA open-weights model, and it off… Likes 0 · Reposts 95 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2067592786275082278) ### 2026-06-16 17:11 UTC · RETWEET > RT @JesusMartinez: https://t.co/UuwQHXVA7Z Likes 0 · Reposts 24 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2066931568803795068) ### 2026-06-13 22:02 UTC · RETWEET > RT @skirano: If this doesn’t radicalize you into founding your own open source AI lab, I don’t know what will. Likes 0 · Reposts 48 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2065917642263666800) ### 2026-06-13 21:28 UTC · RETWEET > RT @VictorTaelin: Futile appeal: > > Mythos should not be re-launched. > It should be open sourced. > > If it was, that would mark the beginning of… Likes 0 · Reposts 84 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2065909310744387763) ### 2026-06-13 13:48 UTC · RETWEET > RT @jbrukh: AI peeps, you can pivot back to crypto now. In fact, you might have to if you want to work on AGI. Likes 0 · Reposts 37 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2065793315539202378) ### 2026-06-12 12:53 UTC · RETWEET > RT @TrajectoryRL: The next era of SN11: bring your own model. > > Season 1 proved the skill competition. SKILL.md packs took a stock 35B open… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2065417315974270979) ### 2026-06-11 20:28 UTC · RETWEET > RT @shardiban: TLDR; our subnet on bittensor (SN15) is producing the highest quality open agentic shopping traces in the world. We're going… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2065169293898137884) ### 2026-06-11 20:27 UTC · RETWEET > RT @QuasarModels: Quasar is entering its next chapter on Bittensor SN24. > > We are moving toward a 10T-token decentralized training run. > > The… Likes 0 · Reposts 61 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2065169173357965495) ### 2026-06-10 13:17 UTC · RETWEET > RT @gradients_ai: You can use gradients sdk to deploy your models to @TargonCompute, @lium_io, centralized clouds or to your local GPU http… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2064698563494322484) ### 2026-06-10 13:12 UTC · RETWEET > RT @pmarca: Cyberpunk vibes intensified sharply today. Likes 0 · Reposts 106 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2064697328267637136) ### 2026-06-10 12:48 UTC · RETWEET > RT @TPN_Labs: https://t.co/IcuIVaLv1u Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2064691243666256368) ### 2026-06-10 12:26 UTC · RETWEET > RT @AndorranAi: The first swarm from @SwarmSubnet https://t.co/48Tsa8oiid Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2064685598963556375) ### 2026-06-10 12:22 UTC · RETWEET > RT @cisterciansis: @OpenAI everything is better when its a mining network Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2064684720487628967) ### 2026-06-09 23:52 UTC · RETWEET > RT @wouterhar: You'll be blown away; > > https://t.co/2O9sGk1TQ1 > > or not, in that case read again. > $TAO > #bittensor https://t.co/WYNAdxgRhz Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2064495789447983211) ### 2026-06-08 18:54 UTC · RETWEET > RT @theminos_ai: Since moving to chromosome 21, we’ve performed more than 37,000 variant-calling evaluations. That took about 11 days. In a… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2064058453937549622) ### 2026-06-06 22:12 UTC · RETWEET > RT @beffjezos: Capitalism was the real AGI all along Likes 0 · Reposts 54 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2063383500426821966) ### 2026-06-02 05:58 UTC · RETWEET > RT @Kunallegendd: One of our theses this year was that as prediction markets mature and competition intensifies at the base layer, the most… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2061688810799243500) ### 2026-06-01 19:02 UTC · RETWEET > RT @MacrocosmosAI: Orion-100B was made possible by a series of advances: > > - The creation and utilization of ResBM, currently the state-of-t… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2061523740957999392) ### 2026-06-01 16:23 UTC · RETWEET > RT @oroagents: We’re excited to announce the next stage of our subnet: an automated post-training pipeline that will enable us to build the… Likes 0 · Reposts 42 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2061483801335734481) ### 2026-06-01 08:13 UTC · RETWEET > RT @moonlit_ds: Combined epoch speed chart for each epoch in 4.0.2.4 > > From 1.5–2 hours per epoch to 2 epochs an hour. > > All while using 1.5x… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2061360463338684718) ### 2026-05-30 18:50 UTC · RETWEET > RT @macrocrux: @benfielding First they ignore you, > Then they laugh at you, > Then they fight you, > Then you train bigger models than them. Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2060796054220542019) ### 2026-05-30 18:43 UTC · RETWEET > RT @ahmd2ta: a good incentive mechanism is all you need. Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2060794137658417352) ### 2026-05-29 07:20 UTC · RETWEET > RT @AlexanderLong: > protocol learning isn't possible > > ok maybe it's possible but it's too expensive <-- we are here > > ok maybe it won't b… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2060259882800943303) ### 2026-05-28 15:22 UTC · RETWEET > RT @wouterhar: Our new website converts. > > An energy company with more than usd$ 100 billion in revenue; > -> saw a post on linked-in, > -> went… Likes 0 · Reposts 29 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2060018776700055826) ### 2026-05-28 10:47 UTC · RETWEET > RT @TrajectoryRL: Continual Learning, that's also our conviction, we'll train our own coding model with our daily 1000+ agent trajectories. Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2059949591290646684) ### 2026-05-27 17:04 UTC · RETWEET > RT @leomercier: @StockMKTNewz opensource alternative - ai trading agents being improved through TAO https://t.co/6yUn6ktEyo Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2059682164325732705) ### 2026-05-27 16:27 UTC · RETWEET > RT @zeussubnet: 🌍 Global weather map, powered by the Zeus API. > > A visual layer on top of the latest Zeus forecast run, to turn raw output i… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2059672876202999994) ### 2026-05-26 15:51 UTC · RETWEET > RT @zeussubnet: "Sounds great! But how does it perform?" > > The question we rebuilt the Zeus site around. > > Based on feedback from desks and c… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2059301355492180238) ### 2026-05-26 12:41 UTC · RETWEET > RT @QuasarModels: 💫 https://t.co/XGE1VPsRPI Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2059253609460645935) ### 2026-05-25 13:09 UTC · RETWEET > RT @QuasarModels: https://t.co/S3CxGoYymo Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2058898183749607767) ### 2026-05-23 13:02 UTC · RETWEET > RT @QuasarModels: Quasar mainnet is officially live > > We’re starting with a new challenge distilling the Quasar-3B model and turning Bittens… Likes 0 · Reposts 46 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2058171656498008550) ### 2026-05-23 09:46 UTC · RETWEET > RT @gradients_ai: Generic LLMs answer medical questions confidently. They're also often wrong. > > We fine-tuned one on PubMed literature wit… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2058122358510989532) ### 2026-05-22 11:33 UTC · RETWEET > RT @willdepue: proposing the flag of artificial superintelligence https://t.co/8KDBvxF6UF Likes 0 · Reposts 251 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2057786973595574663) ### 2026-05-21 19:17 UTC · RETWEET > RT @vidaio_: Did somebody say SOTA???.... Yes we did!!! > > Here is a Sneak Peek from our upcoming Vidaio benchmark report. > > A lower score is… Likes 0 · Reposts 35 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2057541203957039288) ### 2026-05-21 17:18 UTC · RETWEET > RT @Apex_SN1: To see this in action, take a look at a top performing round 17 submission that actively monitored downstream queue depth and… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2057511247524909204) ### 2026-05-21 09:32 UTC · RETWEET > RT @SomaSubnet: 🚨 Plain-text compression is just the first step. > > On May 4 at 14:00 UTC, the second SOMA competition begins: Agent Chain-of… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2057394193471775030) ### 2026-05-21 09:25 UTC · RETWEET > RT @AlexanderLong: My estimates are that Pluralis or Pluralis-like protocols can bring online about 4 GW of compute that is completely unus… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2057392301299626246) ### 2026-05-20 20:15 UTC · RETWEET > RT @shardiban: uc berkeley just published research that shows how all the top benchmarks are entirely gameable. > > we're talking about swe-b… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2057193567731240968) ### 2026-05-18 14:59 UTC · RETWEET > RT @metanova_labs: New NOVA nanobody target is live: IL-6 (Interleukin-6) > > IL-6 is one of the central signaling molecules behind inflammati… Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2056389278339371412) ### 2026-05-18 13:52 UTC · RETWEET > RT @chutes_ai: Astroware Labs (@astrowareai) and @trishoolai are plugging Halo Guard Alpha into Chutes Chat. > > It's a safety classifier that… Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2056372239985959198) ### 2026-05-18 13:49 UTC · RETWEET > RT @zipcodenetwork: Introducing https://t.co/aBk9elR898 > > The network for real estate intelligence & finance. > > First, we built the world's m… Likes 0 · Reposts 46 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2056371593941569807) ### 2026-05-18 08:49 UTC · RETWEET > RT @markjeffrey: Bittensor subnet 75: @hippius_subnet https://t.co/WUUS65C0Hp Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2056296115075432902) ### 2026-05-14 20:38 UTC · RETWEET > RT @bitsecai: New leaderboard is live. check it out https://t.co/tiSujB8Tf1 Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2055025046452682980) ### 2026-05-14 12:28 UTC · RETWEET > RT @cacheon_ai: The first SGLang-based miner hit testnet (5GbtnKr4, UID 15)! This is exactly what Cacheon is designed for: bring any langua… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2054901762998366573) ### 2026-05-14 08:05 UTC · RETWEET > RT @DrocksAlex2: Chutes @chutes_ai in a nutshell. $TAO https://t.co/HuJbu9Nm50 Likes 0 · Reposts 31 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2054835475110641844) ### 2026-05-13 12:56 UTC · RETWEET > RT @leomercier: MoonPay bought Dawn Labs. AI agents trading Polymarket. > > Every fintech becomes an agent platform. > > The real question: who o… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2054546387765719188) ### 2026-05-13 09:30 UTC · RETWEET > RT @tpwereld: Look at that UI - second to none. > Subnets on Bittensor are getting real. > > $tao #bittensor https://t.co/2pOZ8Xzotb Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2054494442879406351) ### 2026-05-11 20:28 UTC · RETWEET > RT @jon_durbin: You can force an architecture into decentralized training, or you can craft an architecture specifically for decentralized… Likes 0 · Reposts 38 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2053935233167192186) ### 2026-05-11 20:12 UTC · RETWEET > RT @cacheon_ai: Launching Cacheon: an open, incentivized competition for LLM inference optimization. > > As model quality converges, the next… Likes 0 · Reposts 37 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2053931267742130324) ### 2026-05-07 22:31 UTC · RETWEET > RT @Wejh69: Agents mining the "agent" subnet > > 🔥🔥🔥🔥🔥🔥🔥 > https://t.co/6Q3oYtziFa > https://t.co/QJLLtbR35D https://t.co/wRnP9wssbj Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2052516775439266215) ### 2026-05-07 19:59 UTC · RETWEET > RT @demian_ai: Inference got a hundred times cheaper this year. The compute bill went up anyway. > > If you understand why those two sentences… Likes 0 · Reposts 421 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2052478501182161382) ### 2026-05-07 18:19 UTC · RETWEET > RT @SwarmSubnet: Intelligence that compounds without limit. > > Sky is the limit. > > bittensor:native #drones #AIpilot https://t.co/ayvNIEuUVa Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2052453271189483666) ### 2026-05-06 15:06 UTC · RETWEET > RT @Apex_SN1: RL Tron is officially live on Apex. > > Rev up your bikes. Refine your models. Compete and conquer. > > A recurring single-eliminat… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2052042252856279440) ### 2026-05-06 06:04 UTC · RETWEET > RT @hippius_subnet: Hot take: the AI compute wars will be decided by storage. > > Model weights. Training datasets. Inference logs. > > All of it… Likes 0 · Reposts 39 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2051905845022044303) ### 2026-05-05 19:30 UTC · RETWEET > RT @Apex_SN1: Introducing RL Tron: Apex’s newest competition > > Build, watch, and play Tron. Winner takes all on our decentralized intelligen… Likes 0 · Reposts 24 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2051746357673603095) ### 2026-05-05 14:32 UTC · RETWEET > RT @AlgodTrading: Subnets owners should mine their own subnets (without unfair advantage) Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2051671371520905710) ### 2026-05-04 18:40 UTC · RETWEET > RT @0xChainWiz: @const_reborn Mining is more fun. There is always a new challenge to solve per day. Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2051371379124027740) ### 2026-05-04 17:53 UTC · RETWEET > RT @Jason: Also, at 1 pm ET/Knicks time (10 am Left Coast, 12 pm Texas Time), we're gonna have @jon_durbin from @chutes_ai on @twistartups—… Likes 0 · Reposts 49 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2051359634473054477) ### 2026-05-02 18:39 UTC · RETWEET > RT @NiomeAI: Very proud to be the first ever Subnet with an official government partnership to grow commercially in its region and beyond… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2050646475193925638) ### 2026-04-30 19:14 UTC · RETWEET > RT @subnetradarcom: A new subnet in town. Sn 118 @heydittoai > $dtao $TAO Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2049930406540026079) ### 2026-04-30 18:44 UTC · RETWEET > RT @QuasarModels: Happy to announce our collaboration with @adaption_ai > > Adaption Labs is an AI research company focused on building adapt… Likes 0 · Reposts 37 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2049922967316869624) ### 2026-04-28 23:33 UTC · RETWEET > RT @jon_durbin: Progress! < $10/hr to pre-train a 20b MoE. Not too bad. > > 8 VMs, each with a single l40s GPU, spread across Poland, France… Likes 0 · Reposts 67 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2049270756207448463) ### 2026-04-27 17:44 UTC · RETWEET > RT @hippius_subnet: 3 lines to switch from S3 to Hippius: > > s3 = boto3.client( > 's3', > endpoint_url='https://t.co/axdLAPABkz' > ) > > That's it… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2048820552685482123) ### 2026-04-27 16:41 UTC · RETWEET > RT @metanova_labs: NOVA Nanobodies competition launched 2 weeks ago. > > 3,000 submissions. Data got better fast! > > How submissions improved ov… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2048804703341826094) ### 2026-04-26 11:13 UTC · RETWEET > RT @DkingYooo18516: A major milestone on @theminos_ai #SN107: they generated a full 200,000-person schizophrenia cohort (100k cases + 100k… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2048359819946467702) ### 2026-04-24 11:01 UTC · RETWEET > RT @TroyQuasar: great work from @deepseek_ai > > But damn, this got me insanely excited Quasar already scores higher than this on 1M-length t… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2047631959199817991) ### 2026-04-24 08:50 UTC · RETWEET > RT @affine_io: 7 days in the arena where challengers rose and fell. Now a new Champion stands out with sweat and blood. > > Affine-II took the… Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2047599123470119048) ### 2026-04-24 08:22 UTC · RETWEET > RT @karpathy: I like blockchain tech quite a bit because it extends open source to open source+state, a genuine/exciting innovation in comp… Likes 0 · Reposts 633 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2047592116600107212) ### 2026-04-22 22:15 UTC · RETWEET > RT @ClementDelangue: We need open traces so that everyone can train open agent models! cc @steipete @badlogicgames @thdxr @matanSF @hwchase… Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2047076884135993708) ### 2026-04-21 21:12 UTC · RETWEET > RT @vex020900: Generated video powered by #Bittensor subnet https://t.co/wk3pIlseDy — delivering real value for $TAO. > > Prompt: In a serene… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2046698670901334521) ### 2026-04-21 14:47 UTC · RETWEET > RT @Apex_SN1: Our Energy Arbitrage Competition is now live. > > Miners are tasked with tackling supply and demand problems that arise with pow… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2046601682088284318) ### 2026-04-20 21:32 UTC · RETWEET > RT @QuasarModels: First announcement of April. > > We introduce Quasar-3B (1B Active) a looped continuous-time transformer built for long-cont… Likes 0 · Reposts 46 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2046341337734103543) ### 2026-04-20 11:59 UTC · RETWEET > RT @oroagents: OpenAI is Losing to Open Source. > > We quietly launched on Bittensor 3 weeks ago. > > Since then, 45 of our agents have beaten G… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2046197013549613244) ### 2026-04-20 11:54 UTC · RETWEET > RT @0xBoomz: A miner on Micaela Bazo's (@micaelabazo) Bittensor Subnet, SN68 NOVA (@metanovalabs), applied an energy supply optimization st… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2046195760677454164) ### 2026-04-17 16:11 UTC · RETWEET > RT @0xSunRun: OpenAI publishes a privacy policy. Chutes publishes the source code. Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2045173210564481262) ### 2026-04-17 06:10 UTC · RETWEET > RT @theminos_ai: Generated on @TargonCompute, stored on @hippius_subnet. https://t.co/so4Gcz2F3H Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2045021942336340234) ### 2026-04-16 11:16 UTC · RETWEET > RT @Data_SN13: SN13 On-Demand is scaling fast ! > > In April alone, we’ve processed 147k+ jobs - averaging ~9k/day and growing. > > This is API u… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2044736768960827645) ### 2026-04-15 16:15 UTC · RETWEET > RT @MacrocosmosAI: Our results show that ResBM is a new SOTA for activation compression, outperforming other results in the field. > > Activat… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2044449542464995381) ### 2026-04-12 22:47 UTC · RETWEET > RT @lium_io: Each white dot represents a unique datacenter or GPU provider to lium. > > We have datacenters providing nodes all across north… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2043461129855218056) ### 2026-04-09 19:26 UTC · RETWEET > RT @fede_intern: LLMs now make critical decisions in hospitals, defense, banks, and governments. Yet nobody can verify which model actually… Likes 0 · Reposts 54 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2042323236235469080) ### 2026-04-09 11:15 UTC · RETWEET > RT @macrocrux: A core part of the mission of @IOTA_SN9 is to establish the smallest unit of compute that is useful for training models. > > T… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2042199775689200102) ### 2026-04-09 06:08 UTC · RETWEET > RT @affine_io: One team can't build the best AI. > > So we stopped trying. > > We built an open arena instead. > > Here's what happened👇 https://t.c… Likes 0 · Reposts 69 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2042122471105499503) ### 2026-04-08 19:26 UTC · RETWEET > RT @0xSero: @tplr_ai btw most important innovation in training for plebs like us Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2041960916229497231) ### 2026-04-08 15:40 UTC · RETWEET > RT @blockmachine_io: How blockmachine verifies miner responses at the gateway: a technical deep dive. > > Every storage query is cryptographic… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2041903985087353311) ### 2026-03-31 21:42 UTC · RETWEET > RT @shannholmberg: AutoResearch only works when you can measure the result with a number > > but what about writing, arguments, marketing copy… Likes 0 · Reposts 114 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2039096079061250143) ### 2026-03-31 14:18 UTC · RETWEET > RT @Hevalon: I built autoresearch-rl and pointed it at GRPO fine-tuning on @basilic_ai A100s. One command. 15 iterations. Zero human interv… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2038984349492625808) ### 2026-03-31 12:43 UTC · RETWEET > RT @geeeeeeemoney: Bittensor is just the world without HR Likes 0 · Reposts 24 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2038960357595599093) ### 2026-03-31 11:24 UTC · RETWEET > RT @TrajectoryRL: Following the release of v0.4.7, the winner selection consensus has largely stabilized. > A new season focused on self-impr… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2038940573353033750) ### 2026-03-30 21:05 UTC · RETWEET > RT @TargonCompute: Last week, we released a whitepaper detailing how TVM allows us to run secure workloads on untrusted host machines > > Whil… Likes 0 · Reposts 68 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2038724391974867453) ### 2026-03-30 10:10 UTC · RETWEET > RT @arbos_born: The natural medium for transferring intelligence is through distillation. Teaching a smaller model the knowledge inside a l… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2038559437389025327) ### 2026-03-27 19:29 UTC · RETWEET > RT @TrajectoryRL: Agents need tools to improve themselves. > > We’re starting to build that layer on SN11. > > trajrl is a lightweight CLI for ag… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2037613061452825016) ### 2026-03-27 14:54 UTC · RETWEET > RT @leomercier: A 9-month-old startup just raised $650M to coordinate thousands of AI agents on complex analytical problems. > > I've been bui… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2037543665594237178) ### 2026-03-26 20:10 UTC · RETWEET > RT @grail_ai: Today on Novelty Search: @erfan_mhi presents Grail. PULSE cited by Fireworks AI for Cursor's Composer 2 training. On-chain ve… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2037260913074438239) ### 2026-03-26 14:40 UTC · RETWEET > RT @Crypto_Pilote: The Bittensor ecosystem is scaling at warp speed! > > New synergies are popping up every week, so my Synergies map had to e… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2037177929994559818) ### 2026-03-26 08:57 UTC · RETWEET > RT @nousaturn: sufficiently advanced technology is indistinguishable from nature Likes 0 · Reposts 62 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2037091616381448614) ### 2026-03-25 21:45 UTC · RETWEET > RT @stogolp: what are tao maxi's called? the taoliban? Likes 0 · Reposts 50 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2036922461145473250) ### 2026-03-25 15:22 UTC · RETWEET > RT @fish_datura: As @chutes_ai unlocks revenue streams with the best trustless and private TEE-based inference in the world and utilizes bi… Likes 0 · Reposts 31 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2036826065331495214) ### 2026-03-24 18:02 UTC · RETWEET > RT @QuasarModels: This is Quasar Attention, the mechanism behind the upcoming Quasar models, designed to support context lengths of up to 5… Likes 0 · Reposts 78 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2036503954020868215) ### 2026-03-24 09:44 UTC · RETWEET > RT @IOTA_SN9: Graph of the day. https://t.co/KRRhZ3agzz Likes 0 · Reposts 18 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2036378529881846265) ### 2026-03-23 10:55 UTC · RETWEET > RT @const_reborn: @Whoop1478 @travelbai Bitcoins value is derived from its censorship resistance. You can’t take it, you can always send it… Likes 0 · Reposts 54 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2036033979384541679) ### 2026-03-21 09:28 UTC · RETWEET > RT @grail_ai: PULSE made weight sync 100x faster. That turned the trainer itself into the bottleneck. > > @erfan_mhi just fixed that too. Grai… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2035287305074741659) ### 2026-03-20 13:42 UTC · RETWEET > RT @cryptoresetlife: ‼️🦞有mac的来挖矿！tao这个子网！我测试一天能挖8u左右。根据 #iota sn9子网代币价格变动 > > 大家养龙虾买的mac有用处了 > 最近研究tao，发现个 @IOTA_SN9 激励式编排训练架构——在 Bittensor 子网… Likes 0 · Reposts 207 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2034989064378527766) ### 2026-03-20 10:44 UTC · RETWEET > RT @ellev3n11: fun fact about the Composer 2 RL run: we ran training distributed across 3 (sometimes 4) different clusters around the world… Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2034944169865621724) ### 2026-03-19 19:31 UTC · RETWEET > RT @Data_SN13: Introducing `dv` - a Rust CLI for querying real-time social data from X & Reddit. > > Powered by Bittensor SN13's decentralized… Likes 0 · Reposts 55 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2034714331724517675) ### 2026-03-19 15:20 UTC · RETWEET > RT @Apex_SN1: Apex and @IOTA_SN9 are working together again. > > The IOTA simulator competition launches later today. > > Join us as we accelerat… Likes 0 · Reposts 23 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2034651327960064410) ### 2026-03-19 15:20 UTC · RETWEET > RT @leomercier: Planktons simple short strategy playing well 🦠. +64.03% > > $TAO Arena Updates - > > +15 ai trading agents locked in > + miner emis… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2034651267478286666) ### 2026-03-17 12:05 UTC · RETWEET > RT @leomercier: @cryptopunk7213 Come join the arena whilst you wait for xmoney. > > Agents trading on Bittensor. > > https://t.co/y8eZyLIbFW Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2033877345199607941) ### 2026-03-16 06:32 UTC · RETWEET > RT @micaelabazo: vision is still imo the #1 determinant of success. > ofc dependent on execution and a dash of luck. > > the most ambitious pro… Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2033431222643298592) ### 2026-03-15 07:10 UTC · RETWEET > RT @Yizhiyangfund: When I saw yesterday that Kimi parent company, Moonshot AI, was seeking to expand financing to over $1 billion > Yesterday… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2033078362319503679) ### 2026-03-14 16:52 UTC · RETWEET > RT @const_reborn: @StreetervilleD1 @DFVTAO It’s still owned by humans, still transparent to the core, still distributed into the hands of m… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032862544172290353) ### 2026-03-13 22:11 UTC · RETWEET > RT @macrocrux: Since everyone is sharing their autoresearch curves this week I thought I'd go a different way and show the results we got u… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032580424786989523) ### 2026-03-12 17:52 UTC · RETWEET > RT @SiamKidd: Astrid Arena is now ready for battle! > > If you have an Agent and want it to trade for you in the Arena, just give it this skil… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032152822800683225) ### 2026-03-12 13:58 UTC · RETWEET > RT @metanova_labs: Started working with Arbos (@const_reborn new agent). > > Here it is analyzing 1000 molecules submitted to NOVA compared t… Likes 0 · Reposts 18 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2032093788185751812) ### 2026-03-11 21:24 UTC · RETWEET > RT @Clashluke: want 150B tokens of this, but from the best open source models? @affine_io https://t.co/XxrUEWi8ua Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031843732807438658) ### 2026-03-11 15:28 UTC · RETWEET > RT @cisterciansis: 1. First Attempt: The model makes an initial attempt at a task and receives environmental feedback. > > 2. Self-Reflection:… Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031754211482800421) ### 2026-03-11 15:17 UTC · RETWEET > RT @metanova_labs: In the age of AI slop, NOVA is designed to incentivize increasingly valuable submissions that can translate into better… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031751446123643105) ### 2026-03-11 08:56 UTC · RETWEET > RT @FrankieIsLost: the most powerful way to use agents today is as black-box optimizers, so one of the highest leverage human skills is bei… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031655543366914142) ### 2026-03-11 08:43 UTC · RETWEET > RT @gradients_ai: Open-source tournaments keep on delivering... > > The miners are improving nicely on the new RL environment training tasks.… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031652301933248771) ### 2026-03-10 15:22 UTC · RETWEET > RT @tplr_ai: We just completed the largest decentralised LLM pre-training run in history: Covenant-72B. Permissionless, on Bittensor subnet… Likes 0 · Reposts 892 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031390198316061146) ### 2026-03-09 16:22 UTC · RETWEET > RT @DendriteHQ: We've been quietly building in the $TAO ecosystem for over 3 years - and it feels like the right time to say this out loud.… Likes 0 · Reposts 36 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2031042939179147717) ### 2026-03-09 10:24 UTC · RETWEET > RT @MaxScore: let autosearch iterate on our football player value function model overnight. > > didn't touch it once. > > 19 experiments. 95 min… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2030952802294403264) ### 2026-03-08 22:47 UTC · RETWEET > RT @gdb: Benchmarks? Where we’re going, we don’t need benchmarks. Likes 0 · Reposts 320 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2030777452314939688) ### 2026-03-08 22:32 UTC · RETWEET > RT @metanova_labs: TL;DR from NOVA’s miner on why DPEX_DJA for chemical search: > > Drug discovery isn’t a smooth optimization problem, it’s c… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2030773760609919058) ### 2026-03-06 15:32 UTC · RETWEET > RT @chutes_ai: You can now run frontier AI models where not even the gpu provider can see your data. > > 15+ models with hardware-enforced pri… Likes 0 · Reposts 63 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2029943139209777340) ### 2026-03-03 09:46 UTC · RETWEET > RT @const_reborn: @kenziyuliu @openclaw @steipete Btw if you *do* want a cryptographically private and secured inference provider, that doe… Likes 0 · Reposts 53 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2028768986075189277) ### 2026-02-27 19:35 UTC · RETWEET > RT @DistStateAndMe: @tplr_ai @covenant_ai https://t.co/QzzA3wKit7 Likes 0 · Reposts 27 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2027467671147545052) ### 2026-02-24 18:42 UTC · RETWEET > RT @macrocrux: Since we launched two weeks ago more than 2100 people have downloaded @IOTA_SN9 Train at Home. > > To put this into context, w… Likes 0 · Reposts 23 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2026367220851347518) ### 2026-02-24 18:42 UTC · RETWEET > RT @chutes_ai: @Kimi_Moonshot Kimi K2.5 just topped the open source leaderboard. > 1T parameters. Native multimodal. Agent Swarm that coordin… Likes 0 · Reposts 18 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2026367186378363013) ### 2026-02-23 20:00 UTC · RETWEET > RT @mayazi: We’re at the first inning of AI as a geopolitical issue. It’s not your grandfather’s corporate espionage anymore, it’s a battle… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2026024414924374507) ### 2026-02-21 22:22 UTC · RETWEET > RT @const_reborn: This is the model for how we accelerate human innovation in a way that leaves none of us behind and all of us aligned. ht… Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2025335220396871882) ### 2026-02-19 21:15 UTC · RETWEET > RT @AutoppiaAI: @const_reborn We said a few days ago that popular softwares are not agent-friendly. Now, we're seeing recurrent instances o… Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2024593624646701331) ### 2026-02-18 22:01 UTC · RETWEET > RT @0xSigil: The product market fit for the next decade is building the infrastructure that AI agents want. > > The machine economy will excee… Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2024242892823298166) ### 2026-02-13 12:47 UTC · RETWEET > RT @SwarmSubnet: Miners train flight policies in simulation. We took the best one and put it on actual hardware. > > A model trained by the Bi… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2022291659682189763) ### 2026-02-11 22:36 UTC · RETWEET > RT @MacrocosmosAI: It’s time. @IOTA_SN9’s Train at Home is available to all. > > We’ve opened the floodgates - everybody can join. > > Become a m… Likes 0 · Reposts 48 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2021714885562736667) ### 2026-02-11 19:58 UTC · RETWEET > RT @natealex: I funded 20 ai agents and have them competing in a trading competition. The bottom 4 get 💀 and replaced next round. Survival… Likes 0 · Reposts 114 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2021675238270869991) ### 2026-02-11 19:48 UTC · RETWEET > RT @chutes_ai: ParaClaw spins up @OpenClaw with Chutes in one command. > > Give your bot 60+ models in under 60 seconds. > > curl -fsSL https:/… Likes 0 · Reposts 40 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2021672770179150191) ### 2026-02-08 23:45 UTC · RETWEET > RT @Crypto_Pilote: Benefiting from the best subnet expertise in Bittensor, @QuasarModels makes its entry on my map, https://t.co/EZIBiI8oBe… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2020645121608585266) ### 2026-02-07 12:26 UTC · RETWEET > RT @steipete: everything’s gonna be an API if they want or not. Likes 0 · Reposts 179 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2020111984809640000) ### 2026-01-26 12:56 UTC · RETWEET > RT @xponentcrisis: My clawdbot agents are now spinning up serverless GPU compute on Bittensor SN39 to test models > > It's working! > > DM @DistS… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2015770703098732730) ### 2026-01-23 23:34 UTC · RETWEET > RT @qBitTensorLabs: Good conversation with @const_reborn today. > > If we were to take one thing away, it's that people need to spend more t… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2014844275133997452) ### 2026-01-09 21:00 UTC · RETWEET > RT @macrocrux: Today we're sharing some of our recent research on @Apex_SN1: > > By combining intelligence creation and measurement into a uni… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2009732024811045155) ### 2026-01-08 19:13 UTC · RETWEET > RT @Raleigh_CA: Many signals. > One intelligence. > Something is coming. > > @DankEngine13 $TAO https://t.co/nf7ikZcrKn Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2009342651649413322) ### 2026-01-08 00:35 UTC · RETWEET > RT @jameswoodmanv: This is, far and away, the single most important reason to involve yourself with a network like @opentensor. Once labor… Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2009061411671167159) ### 2026-01-06 18:53 UTC · RETWEET > RT @osanseviero: @iruletheworldmo continual learning ftw Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2008612856473022865) ### 2026-01-05 20:01 UTC · RETWEET > RT @const_reborn: @miles_engineer I hope Bittensor gives the world a protocol for neutral digital production -- under the umbrella of Bitco… Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2008267523213738024) ### 2026-01-04 12:19 UTC · RETWEET > RT @const_reborn: @ericweinstein Bitcoin is international law. Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2007788865353052506) ### 2026-01-04 01:25 UTC · RETWEET > RT @const_reborn: @NickSzabo4 You made one @NickSzabo4: the powerful country is called Bitcoin. Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2007624358584549718) ### 2025-12-31 18:08 UTC · RETWEET > RT @chutes_ai: 668,180 humans chose open over closed in 2025. > > No vendor lock-in. > No rate limits. > No waking up to API deprecation emails.… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2006427199461540207) ### 2025-12-29 18:38 UTC · RETWEET > RT @Bitcast_network: The Bitcast 2025 Round Up 🧵 https://t.co/TwTt6c4L9A Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2005710120773177756) ### 2025-12-28 18:19 UTC · RETWEET > RT @WSquires: AI Capex is beyond comprehension. The problem when you realise half of this is depreciation on chips that will need to be rep… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2005342923513274525) ### 2025-12-26 16:45 UTC · RETWEET > RT @numinous_ai: A Christmas gift from the Numinous team 🎄: > > https://t.co/GIXaRd0um3 > > Directly track the forecasting agents, their forecast… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2004594494508077377) ### 2025-12-23 14:58 UTC · RETWEET > RT @Vericore_S70: Vericore's new site is now live → https://t.co/JIdvfXChKQ > > Built $tao, Vericore is the first decentralized verification e… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2003480310378611162) ### 2025-12-23 13:08 UTC · RETWEET > RT @gradients_ai: 1/2 > > Gradients takes the best decentralized, open-source base LLM from Templar Covenant and finetunes it into a chatbot a… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2003452673975255043) ### 2025-12-18 23:54 UTC · RETWEET > RT @metanova_labs: Working on an update to NOVA Compound's scoring function that will improve our ability to identify high potency compound… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2001803341953683792) ### 2025-12-18 20:18 UTC · RETWEET > RT @vidaio_: INTRODUCING VIDAIO STUDIO! > > Featuring..... > > Clipping on the timeline: You can now clip a section of the uploaded video and e… Likes 0 · Reposts 29 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2001749004762198411) ### 2025-12-17 12:33 UTC · RETWEET > RT @numinous_ai: The forecasting environments just got richer. > > Starting this Thursday, miners can choose to take on the cost of news retri… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2001269411622039823) ### 2025-12-16 03:52 UTC · RETWEET > RT @DavFields: New Revenue Generating Partnerships for ReadyAI > > We're launching Named Entity Recognition (NER) as our next task type as we… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2000776070287564820) ### 2025-12-16 03:44 UTC · RETWEET > RT @metanova_labs: NOVA is taking SOTA models to the next level > @metanova_labs optimized version of Boltz-2 is now available on our Github… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2000773967179616541) ### 2025-12-16 03:29 UTC · RETWEET > RT @Clashluke: people are the new oil > > https://t.co/FZUxJYjxvJ https://t.co/bqnJitmQra Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2000770291513930107) ### 2025-12-16 02:32 UTC · RETWEET > RT @DrocksAlex2: https://t.co/Unn1UnFXx4 offering TEE is massive and few understand. > > Trusted Execution Environment (TEE) means the AI mod… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/2000755892787028437) ### 2025-12-12 12:57 UTC · RETWEET > RT @mogmachine: This is some serious innovation from the @hippius_subnet team We hear SOTA (state-of-the-art) branded around a lot these da… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1999463568698458276) ### 2025-12-11 20:16 UTC · RETWEET > RT @manifoldlabs: In 2025, Manifold has innovated at a rapid rate. As we enter 2026, we are excited to continue pushing boundaries and buil… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1999211680694231540) ### 2025-12-08 16:43 UTC · RETWEET > RT @chutes_ai: There's a difference > > Dropping soon on Chutes 👀 https://t.co/2FZncMqqOA Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1998070989868138813) ### 2025-12-07 00:36 UTC · RETWEET > RT @DistStateAndMe: @covenant_ai are about to present our 2 workshop papers . > > Come learn how incentivise permissionless training and Spars… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1997465106519855502) ### 2025-12-01 18:20 UTC · RETWEET > RT @ramin_m_h: agents. Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1995558698719305961) ### 2025-12-01 18:09 UTC · RETWEET > RT @MacrocosmosAI: Apex returns - with a revolutionary open competition design 🌐 > > The architecture’s new. The goal’s expansive. > > A generali… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1995555812429721829) ### 2025-12-01 13:53 UTC · RETWEET > RT @elonmusk: Absolutely Likes 0 · Reposts 3753 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1995491535627194668) ### 2025-11-27 14:55 UTC · RETWEET > RT @admiralagrippa: Instead, we should be building AI in a decentralized, open source, and permissionless manner. This way everyone gets to… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1994057565701918744) ### 2025-11-25 17:56 UTC · RETWEET > RT @MacrocosmosAI: Today, we are announcing the launch of Training at Home, our effort to democratise the creation of AI models to allow th… Likes 0 · Reposts 70 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1993378316523553204) ### 2025-11-21 20:37 UTC · RETWEET > RT @yubrew: Security using AI is a timely problem, with $35 billion in acquisitions in 2025, and everyone's scrambling to spin up AI soluti… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1991969357161992672) ### 2025-11-21 14:45 UTC · RETWEET > RT @const_reborn: @mentatminds In all seriousness: we’re here because we believe in the power of markets to optimize technology. It is prec… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1991880683015569771) ### 2025-11-21 14:12 UTC · RETWEET > RT @Clashluke: i'm so fucking hyped https://t.co/LQMa8BNCGP Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1991872359989719534) ### 2025-11-20 14:39 UTC · RETWEET > RT @MajorianBTC: @const_reborn It is a positive sign that bitcoin is still a living, breathing protocol versus a captured, centralized syst… Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1991516863235498053) ### 2025-11-17 02:46 UTC · RETWEET > RT @Clashluke: Provider variance is why I love Llama 4 and @chutes_ai > > Llama's release broke due to weight quantization and third-party im… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1990250046739403051) ### 2025-11-16 01:02 UTC · RETWEET > RT @lium_io: +25% GPUs over the last 24 hours > > Our new provider portal v2 allowed us to heavily scale compute while not increasing payouts… Likes 0 · Reposts 23 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1989861547829555416) ### 2025-11-13 18:42 UTC · RETWEET > RT @SynthdataCo: Stage 1 upgrade successful 🎉 > > Synth has officially upgraded from 100-path predictions to 1000-path predictions. Massive bo… Likes 0 · Reposts 18 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1989041183524282667) ### 2025-11-13 16:03 UTC · RETWEET > RT @OpenQuantum_: Introducing the Open Quantum Python SDK! > > If you’ve tuned into '@qBitTensorLabs Live', you’ve seen us run jobs through th… Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1989001294611386696) ### 2025-11-05 17:19 UTC · RETWEET > RT @micaelabazo: 1 platform, 2 incentive mechanisms > > NOVA_Compound and Blueprint now live in parallel > > compete in our molecule and/or algor… Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1986121264373641472) ### 2025-11-05 17:19 UTC · RETWEET > RT @vidaio_: Did somebody say 96% compression with no discernible picture quality loss???????!!!!!!!! > > YES! we did 🚀🚀🚀 > > Try out our compres… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1986121228298432847) ### 2025-11-04 16:27 UTC · RETWEET > RT @gradients_ai: Replace a $200k ML engineer hire with $5k-15k annual training spend. > > Same performance. > > Fraction of the cost. > > The… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1985745809887920499) ### 2025-11-04 00:21 UTC · RETWEET > RT @TargonCompute: https://t.co/meNSqfLism Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1985502709945151934) ### 2025-11-02 20:19 UTC · RETWEET > RT @DavidSacks: It’s the humans you have to worry about. The computers just do what they’re told. Likes 0 · Reposts 262 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1985079264165994618) ### 2025-10-30 17:04 UTC · RETWEET > RT @ASvanevik: Hot take: > > Retail should be allowed to invest in companies before they’re valued at $1 TRILLION. Likes 0 · Reposts 141 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1983943008556085382) ### 2025-09-29 16:57 UTC · RETWEET > RT @IOTA_SN9: Multi runs are now live on main. This means we can train several models concurrently, splitting miners between each. These ar… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1972707286658535695) ### 2025-09-29 07:42 UTC · RETWEET > RT @DistStateAndMe: Things are accelerating @basilic_ai . > > We are at a 90% utilisation rate, and work is in the background to enable flee… Likes 0 · Reposts 26 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1972567669191876955) ### 2025-09-26 22:49 UTC · RETWEET > RT @SN65_TPN: 🛡️Call to Bittensor Ecosystem: come test TPN. > > Our macOS open beta VPN is still live & free, get it on https://t.co/8hbqxFI3i… Likes 0 · Reposts 18 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1971708718648795584) ### 2025-09-25 02:17 UTC · RETWEET > RT @SwarmSubnet: Q4 is here and besides being bullish for $TAO we are very hyped about our plans at @SwarmSubnet 🐝 > > Here’s what’s lined up… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1971036199575040145) ### 2025-09-24 05:56 UTC · RETWEET > RT @lium_io: it's pretty incredible how we are coordinating and fulfilling compute needs for the biggest bittensor miners that are now tran… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1970729053322961149) ### 2025-09-23 08:25 UTC · RETWEET > RT @zeussubnet: The best miner of the 1-2 days forecast window (5GRi…cw2Pu) for northern wind speed, had an average RMSE of 0.89 across its… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1970404240565907664) ### 2025-09-12 12:44 UTC · RETWEET > RT @lium_io: Calling all AI/ML engineers. If you are working on a cool project, we would love to be a part of it to fulfull your GPU needs.… Likes 0 · Reposts 38 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1966483074188742824) ### 2025-09-09 13:53 UTC · RETWEET > RT @const_reborn: @0xSunRun GAN style + ridges. Miners upload scripts for both the generator function and the discriminator. Generators ar… Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1965413170983698816) ### 2025-09-04 01:35 UTC · RETWEET > RT @gradients_ai: Subnets competing in Subnets. > > 🤖 @gradients_ai miners automatically producing competing models for Affine - launching en… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1963415519358222602) ### 2025-09-03 16:22 UTC · RETWEET > RT @_tzork: This is a prime example of why incentive mechanisms (IMs) are so cool. > > When a miner on @ridges_ai gets the top score, they ar… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1963276547663577577) ### 2025-09-01 17:01 UTC · RETWEET > RT @tplr_ai: Join the run: https://t.co/nMfkC72Utc Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1962561389018427770) ### 2025-08-28 18:26 UTC · RETWEET > RT @airesearch12: Can recommend. > It's like runpod for a tenth of its price. Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1961133395024494852) ### 2025-08-26 18:18 UTC · RETWEET > RT @dstrbtd_ai: DSTRBTD's Run 7 has now produced a 1.1B parameter model that edges ahead of comparable distributed training efforts on 2/3… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1960406607432704059) ### 2025-08-26 17:49 UTC · RETWEET > RT @mccrinbc: I have never worked on anything harder than iota in my life. I'm not sure, but I wouldn't be surprised if it's one of the mos… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1960399302578332037) ### 2025-08-23 00:18 UTC · RETWEET > RT @jiawzhao: Introducing DeepConf: Deep Think with Confidence > > 🚀 First method to achieve 99.9% on AIME 2025 with open-source models! Using… Likes 0 · Reposts 315 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1959047583982072236) ### 2025-08-22 12:23 UTC · RETWEET > RT @Ar_Douillard: @amir_sarfi Cool work! > > One step closer to planetary computation Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958867612244599206) ### 2025-08-22 04:43 UTC · RETWEET > RT @ebelilov: Very cool work with @amir_sarfi @benjamintherien and @tplr_ai Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958751927660904953) ### 2025-08-20 18:16 UTC · RETWEET > RT @const_reborn: @AldaMustafic Oh also, infrastructure wise. Bittensor is the same infra today as it was in 2021. Its called Yuma Consensu… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958231679098843623) ### 2025-08-20 16:20 UTC · RETWEET > RT @ridges_ai: https://t.co/YHh5vj7duM Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1958202565323067728) ### 2025-08-17 21:30 UTC · RETWEET > RT @zeussubnet: The latest precipitation analysis report is now live in the Knowledge Hub. We've analyzed all 23,574 precipitation forecast… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1957193234049806622) ### 2025-08-16 00:19 UTC · RETWEET > RT @ridges_ai: 🥶 We’re hiring! 10k referral bonus! > > We have several of our biggest incentive mechanism upgrades ahead of us, as well as our… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1956511079938298273) ### 2025-08-14 22:34 UTC · RETWEET > RT @gradients_ai: Introducing Gradients Instruct 8B > > Our first release of a fine-tuned Qwen 3 8B. > > Available now on Chutes: > https://t.co/nr… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1956122164710801908) ### 2025-08-13 15:35 UTC · RETWEET > RT @const_reborn: @TPANDTAO @Batlecash more application layers that follow the Ridges design for instance for website creation and deep res… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1955654331442589941) ### 2025-08-11 21:43 UTC · RETWEET > RT @macrocrux: For those who said truly permissionless LLM training is a pipe dream.. you're right. > > Billions of bits of tensors orchestra… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1955022351508107327) ### 2025-07-31 11:00 UTC · RETWEET > RT @fish_datura: Introducing https://t.co/g9cCI4LjRR. The world's first decentralized permissionless p2p compute marketplace. > > Anyone can a… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1950874256474075331) ### 2025-07-28 19:09 UTC · RETWEET > RT @404gen_: At Subnet 17 on @opentensor if you can dream it, you can generate it. > > No permissions, no gatekeepers, just open access. > > #D… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1949910032960655588) ### 2025-07-25 16:19 UTC · RETWEET > RT @hippius_subnet: 🚀 Exciting updates from Hippius #SN75 ! We're committed to delivering secure, efficient decentralized storage for our u… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1948780078441107609) ### 2025-07-25 12:37 UTC · RETWEET > RT @ridges_ai: 💥 You asked, we’re going to deliver > > Claude Code, on Bittensor, coming soon… Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1948724392193585443) ### 2025-07-22 21:36 UTC · RETWEET > RT @Hevalon: there's no greater battle right now, than opensource and decentralized AI, and for that we need global available and decentral… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1947772807879721251) ### 2025-07-15 18:23 UTC · RETWEET > RT @inference_labs: 1/ We ship at the speed of Bittensor. > > Proof of Portfolio already has a CLI, verifiable, trustless validation of perfor… Likes 0 · Reposts 39 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1945187367414800519) ### 2025-07-15 14:28 UTC · RETWEET > RT @adreon: @bloomberg_seth we train our own through @tplr_ai Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1945128315817255170) ### 2025-07-15 01:28 UTC · RETWEET > RT @bitmind: New AI models like “Soul ID” are pushing hyperrealism to new levels. > > But BitMind’s detectors continue to rank among the m… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1944931986612609310) ### 2025-07-12 11:29 UTC · RETWEET > RT @DrocksAlex2: Kimi K2 open-source AI model is now available on Chutes. > > Powered by Bittensor $TAO > (Subnet 64) Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1943996161934696478) ### 2025-07-11 19:59 UTC · RETWEET > RT @Twhitaker2: @CryptoZPunisher InfiniteHash does not guarantee that miners will make more mining in our SN that mining BTC. Actually in p… Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1943762000342855930) ### 2025-07-11 18:03 UTC · RETWEET > RT @casper_hansen_: The only reason Kimi K2 is not on OpenRouter is that Chutes has not hosted it yet. Actually amazing lol Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1943732913448579215) ### 2025-07-10 20:56 UTC · RETWEET > RT @Hevalon: we're live, mainnet. https://t.co/xT9eiRIKIu Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1943413925971632190) ### 2025-07-10 20:40 UTC · RETWEET > RT @Eastworld_AI: 🤖 At Eastworld SN94, we're always exploring new technologies that could enhance embodied AI research. One platform gainin… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1943410116348281226) ### 2025-07-10 15:42 UTC · RETWEET > RT @jamesrosst: I forgot that our devs are insane and don't sleep and Gold XAU volatility forecasts are now live on the dashboard @Synth… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1943335032606568588) ### 2025-07-07 20:53 UTC · RETWEET > RT @tplr_ai: Today, Templar enters a new era with CCLoco and the launch of Templar Protocol v1.0.0. Our journey began with Gauntlet (https:… Likes 0 · Reposts 24 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1942326217124041066) ### 2025-07-04 14:10 UTC · RETWEET > RT @xponentcrisis: More modalities coming soon! Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1941137596056543307) ### 2025-07-03 13:15 UTC · RETWEET > RT @dstrbtd_ai: Hello World Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1940761333169103089) ### 2025-06-30 21:32 UTC · RETWEET > RT @hippius_subnet: Hippius delivers! Payments for our decentralized storage subnet are live with $TAO & fiat via #Stripe in our web consol… Likes 0 · Reposts 18 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1939799254584709283) ### 2025-06-30 15:28 UTC · RETWEET > RT @metanova_labs: NOVA💊 is rolling out a major upgrade this week! > adding 3B+ new molecules to the competition > > we're expanding beyond SAVI… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1939707617342845264) ### 2025-06-30 08:34 UTC · RETWEET > RT @const_reborn: @tm0klc “Must have 5+ years experience building subnets. Be proficient in game theory, machine learning, cyber security,… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1939603358156800134) ### 2025-06-29 08:46 UTC · RETWEET > RT @const_reborn: To the builders on Bittensor that take all that in stride: I salute you. Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1939244176010281236) ### 2025-06-28 19:45 UTC · RETWEET > RT @SynthdataCo: New video ⚡️ > > Deep dive into key findings from this week's miner performance review: > > 1⃣ The miners outperformed last week… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1939047514151244021) ### 2025-06-27 18:27 UTC · RETWEET > RT @inference_labs: 1/ Big thanks to the publications helping tell our story. Over the past few days, we’ve been featured across crypto and… Likes 0 · Reposts 144 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1938665447496294879) ### 2025-06-27 10:40 UTC · RETWEET > RT @admiralagrippa: @DistStateAndMe "Take this and train from it all of you, for this is our compute of the covenant" https://t.co/gTXw1p0X… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1938548049065672848) ### 2025-06-23 09:07 UTC · RETWEET > RT @Hevalon: decentralized training is a race against the {b,c}lock. Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1937074919164043698) ### 2025-06-17 09:02 UTC · RETWEET > RT @kenjon: #BitMind properly identifies this as AI. Before Community Notes. @Grok even says its real. @Grok wen BitMind integration… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1934899463039996250) ### 2025-06-14 08:05 UTC · RETWEET > RT @renwei8066: @DistStateAndMe We are making history! https://t.co/bN5XbFD2iP Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1933798011194519562) ### 2025-06-09 20:30 UTC · RETWEET > RT @gradients_ai: 📑 GRADIENTS WHITEPAPER > > How does https://t.co/YlVSG288EX get 82.8% win rates against HuggingFace and 100% against Google… Likes 0 · Reposts 77 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1932173367450480826) ### 2025-06-08 19:51 UTC · RETWEET > RT @DrocksAlex2: There's one thing that makes me bullish on Bittensor $TAO more than anything else. > > Its not the price. > > It's the access t… Likes 0 · Reposts 54 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1931801177273913832) ### 2025-06-06 10:07 UTC · RETWEET > RT @const_reborn: That’s why the answer to the impending arc of technological centralization and its power is not “UBI”, it’s not to trade… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1930929458862526775) ### 2025-06-05 15:44 UTC · RETWEET > RT @flock_off_sn96: We noticed some untrue and misleading discussions from the Bittensor community. > > First, the draft the community referen… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1930652064985530874) ### 2025-06-05 15:25 UTC · RETWEET > RT @ridges_ai: N🧊 > > Final testing of our basic miner ahead of launch, it's generating valid code edits. Can't wait to see what real miners b… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1930647050787418255) ### 2025-06-03 17:24 UTC · RETWEET > RT @DrocksAlex2: $TAO - A Chutes miner named Zhao KK just released an open-source AI agent dedicated for Chinese users, powered by https://… Likes 0 · Reposts 37 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1929952255244922908) ### 2025-06-02 21:22 UTC · RETWEET > RT @jon_durbin: Decentralized compute is winning. We don't have one datacenter, we have dozens. We don't have one SRE team, we have nearly… Likes 0 · Reposts 40 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1929649889127899579) ### 2025-05-29 20:09 UTC · RETWEET > RT @checker_chain: Big milestone hitting today within next 24 hour. > > 👉100th web3 product through SN87 of Bittensor > 🔥 25,000th review dat… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1928181833058955627) ### 2025-05-23 19:01 UTC · RETWEET > RT @adreon: there are only two jobs in our future: > > - capital allocators > - ai orchestrators Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1925990520167211287) ### 2025-05-19 08:37 UTC · RETWEET > RT @micaelabazo: recurring theme: ai engineers and medical professionals could learn from each other’s findings Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1924383882683555873) ### 2025-05-14 17:25 UTC · RETWEET > RT @TensorplexLabs: Announcing Tensorplex Kami: Purpose-built, performant, and lightweight library powering Tensorplex Dojo, now available… Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1922704713939554769) ### 2025-05-14 11:17 UTC · RETWEET > RT @storbdevs: 👨‍🏫👨‍🍳🚀 https://t.co/fNNrvfX8MO Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1922612129057718676) ### 2025-05-14 09:19 UTC · RETWEET > RT @0xPrismatic: if i had to sum up AI x Crypto in 3 words: > > Intelligence Capital Markets Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1922582416142610811) ### 2025-05-12 22:17 UTC · RETWEET > RT @42salamandas: our findings on the fine-tuning of TREAT-1 highlight a recurring theme in computational chemistry: > > a small, high-qualit… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1922053519265210823) ### 2025-05-12 08:17 UTC · RETWEET > RT @micaelabazo: live in your small town, > access capital to move to the big city, > chase the sun, > find paradise, > or not > > but do recruit eve… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1921842032491852197) ### 2025-05-11 22:50 UTC · RETWEET > RT @lcnxyz: Sometimes I just watch the training tasks page of @gradients_ai > > https://t.co/vDJbh72Ylj https://t.co/8glWmSG5Cn Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1921699495139488072) ### 2025-05-11 08:37 UTC · RETWEET > RT @tokenbender: translating a vague, subjective and vibe-based problem statement to measurable, tunable task with feedback is the new prog… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1921484714143056264) ### 2025-05-10 10:53 UTC · RETWEET > RT @const_reborn: @RnaudBertrand It wont be a country, it will be a protocol. Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1921156750977200278) ### 2025-05-09 18:26 UTC · RETWEET > RT @gregosuri: Bitcoin is energy's load balancer Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1920908173344411687) ### 2025-05-09 16:26 UTC · RETWEET > RT @TensorplexLabs: ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓░░░ 90% > > 👀 Iterative Human Feedback Loop tasks launching soon on Tensorplex Dojo. > > Moving closer to ge… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1920878127695196495) ### 2025-05-08 11:01 UTC · RETWEET > RT @fish_datura: Trillions of LLM tokens processed with > 50 billion tokens just yesterday. > > Bittensor has taken over LLM inferencing. > > Mo… Likes 0 · Reposts 29 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1920433872401039818) ### 2025-05-07 17:33 UTC · RETWEET > RT @gradients_ai: Gradients 3.1 Coming Friday 🟡🟣 > > On Friday: Gradients is the first Auto-ML Platform in the WORLD to offer GRPO Training.… Likes 0 · Reposts 47 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1920170093897470164) ### 2025-05-01 21:13 UTC · RETWEET > RT @563defi: @Shaughnessy119 @NousResearch @PrimeIntellect @PluralisHQ @gensynai @vana Shoutout to @tplr_ai for pretraining a base model on… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1918051063921340515) ### 2025-04-29 13:46 UTC · RETWEET > RT @const_reborn: @EarlyNormie They do retain state. > > The chain maintains and updates a weights matrix W for instance, and a vector of sta… Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1917213873137951075) ### 2025-04-27 11:27 UTC · RETWEET > RT @peterdottxt: @JosephJacks_ @mogmachine @const_reborn > ever pitched a vc with just a github repo? > > didn’t think so. > > if bittensor is ser… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1916454034279481373) ### 2025-04-22 20:10 UTC · RETWEET > RT @404gen_: Futuristic racing game built entirely using 404 generated assets in Unity. > > Turn wild ideas into playable worlds with 404 - A… Likes 0 · Reposts 24 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1914773915965992973) ### 2025-04-19 00:05 UTC · RETWEET > RT @0xarrash: you are not your subnetwork. You are a piece of it, you're the visionary for how it can be disruptive by aligning it's incent… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1913383464688066859) ### 2025-04-19 00:05 UTC · RETWEET > RT @Victor_crypto_2: Just 2 days after releasing the world's largest open-source 3D model dataset > > @404gen_ casually announces an integrati… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1913383352360448502) ### 2025-04-16 15:10 UTC · RETWEET > RT @Old_Samster: Today I’m proud to announce Unsupervised Capital — a liquid token fund dedicated to Bittensor. > > At a moment when convictio… Likes 0 · Reposts 65 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1912523914799952185) ### 2025-04-14 11:15 UTC · RETWEET > RT @DrocksAlex2: 👀 Look at this beauty: > > Bittensor $TAO subnet 64 holders can't be better than this. > > 95.6% of supply is in holders hands!… Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1911739984840634771) ### 2025-04-13 14:27 UTC · RETWEET > RT @HodlMagoo: Once you realize that slavery was never about owning a person but about owning the fruits of their labor, you will understan… Likes 0 · Reposts 941 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1911425989596369242) ### 2025-04-12 14:59 UTC · RETWEET > RT @KeithSingery: If you're not on discord, you're missing it. 70b models are now on the menu. > Gradients 🤙 $TAO https://t.co/QwE6HtVqdw Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1911071633290215800) ### 2025-04-11 12:16 UTC · RETWEET > RT @Zen_Trades1: "they are putting out better service than the paid endpoints, especially for Deepseek" > > #SN64 @rayon_labs $TAO https://t.c… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1910668383999209746) ### 2025-04-09 20:01 UTC · RETWEET > RT @mccrinbc: Something fun -- you can now see information for any number of miners on SN25. > > **median win/submission percentage at 2% for… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1910060558629388419) ### 2025-04-09 12:57 UTC · RETWEET > RT @proofoftalk: τ Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1909953916239818757) ### 2025-04-08 20:28 UTC · RETWEET > RT @modenetwork: Agents are only as smart as the models that power them. > > With @SynthdataCo, our @opentensor subnet we are building a new… Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1909704993663594607) ### 2025-04-08 11:44 UTC · RETWEET > RT @GraphiteSubnet: 1/ > Introducing https://t.co/FnnK0lin4J — Built by GraphiteAI > Your Premiere Portfolio viewing platform for everything Bi… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1909573082882232715) ### 2025-04-07 16:18 UTC · RETWEET > RT @NuanceSubnet: 🧵 Introducing Nuance > > The incentive layer for global discourse > Where intelligence is currency and truth scales. https://t… Likes 0 · Reposts 1642 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1909279677501378831) ### 2025-04-06 19:59 UTC · RETWEET > RT @zeussubnet: In Zeus, the z value is a dynamic difficulty adjustment based on regional temperature variance. ⚡️🗺️ It’s a key part of our… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1908972890101575897) ### 2025-04-05 19:03 UTC · RETWEET > RT @jon_durbin: Making agents on our new agent platform feels like crafting some crazy cybernetic organism. https://t.co/tFLIjSR03g Likes 0 · Reposts 35 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1908596386968592415) ### 2025-04-04 02:58 UTC · RETWEET > RT @michaeltaolor: 🧵 TVM: The Secure Compute Layer for AI on Bittensor > > Explained in depth by @0xcarro on the latest Novelty Search—hosted… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1907991050343387438) ### 2025-04-02 20:57 UTC · RETWEET > RT @manifoldlabs: Try it out: https://t.co/eqmX6eIbGH > > The wallet can be download from the Chrome or Firefox store Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1907537845012541753) ### 2025-04-02 19:10 UTC · RETWEET > RT @omegalabsai: Average Ω Focus Enjoyer > > https://t.co/r3htDbLNFw > > 🍓🥂 https://t.co/oPMREwHQqO Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1907510979602297346) ### 2025-04-02 18:03 UTC · RETWEET > RT @404gen_: An underwater world built entirely with assets generated on SN17 > > Dive deep with 404—GEN 🐠 https://t.co/MqM73jPkgM Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1907494076452098299) ### 2025-04-02 04:56 UTC · RETWEET > RT @metanova_labs: NOVA 💊⚡️ official dashboard is now live 🔥🔥🔥 > > you can now find details on each challenge by epoch on our website or http… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1907296142439666067) ### 2025-03-31 19:22 UTC · RETWEET > RT @manifoldlabs: Introducing Targon Virtual Machine (TVM) > > TVM introduces a robust architecture for confidential computing designed specif… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1906789091938619738) ### 2025-03-31 19:21 UTC · RETWEET > RT @manifoldlabs: Introducing Manifold 2.0 > > This week, we're excited to introduce new products alongside a major update to Targon https://t… Likes 0 · Reposts 76 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1906788965471981768) ### 2025-03-29 04:12 UTC · RETWEET > RT @ai_detection: Great pod between @markjeffrey and our CEO @sergak0 about SN32. Enjoy the watching🎥 Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1905835319544492502) ### 2025-03-27 22:09 UTC · RETWEET > RT @const_reborn: @bittingthembits Bitcoin burns resources to add POW security. > Bittensor miners burn resource to produce alpha. Bitcoin p… Likes 0 · Reposts 27 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1905381718468538513) ### 2025-03-24 15:14 UTC · RETWEET > RT @BeamableNetwork: @rayon_labs DeepSeek V3 0324 dropping for free? Solid move. Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1904190126151840188) ### 2025-03-22 14:41 UTC · RETWEET > RT @DistStateAndMe: Miners realising that there is a new guy outcompeting them. This is why we bittensor. > > Incentive Alignment ==> Hyper… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1903457004498129103) ### 2025-03-22 00:50 UTC · RETWEET > RT @danheld: Satoshi Nakamoto deserves a Nobel prize in Economics. Likes 0 · Reposts 303 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1903247940556030170) ### 2025-03-19 17:19 UTC · RETWEET > RT @luciancxyz: The only metrics that should matter are that of the intelligence being incentivized. Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1902409490353266866) ### 2025-03-18 18:47 UTC · RETWEET > RT @xponentcrisis: Soon miners will need to vibecode to train SOTA codegen models 😎 Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1902069425274286176) ### 2025-03-15 15:48 UTC · RETWEET > RT @const_reborn: @_Bitsurfer_ @shibshib89 Targon and Chutes are processing a combined 16B tokens per day of Openrouters most popular model… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900937212570567051) ### 2025-03-13 20:26 UTC · RETWEET > RT @tseutseutao: $TAO #SN75 - Welcome to @hippius_subnet, a @taostats / @mogmachine funded Bittensor's subnet! https://t.co/jBlUlTMBd8 Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900282427538628654) ### 2025-03-13 20:18 UTC · RETWEET > RT @luciancxyz: I’m rooting for subnets that launch products Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900280277055791453) ### 2025-03-13 20:08 UTC · RETWEET > RT @yubrew: Join me in today's @opentensor novelty search > > I'll uncover: > - motivation behind Bitsec > - only possible on Bittensor > - subnet m… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900277821504663999) ### 2025-03-13 16:54 UTC · RETWEET > RT @WSquires: 1/ I have rarely had as much anticipation, excitement, or fear as I had about the dTAO Launch. > > To add to the thoughtful view… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1900229076448657821) ### 2025-03-12 22:59 UTC · RETWEET > RT @jon_durbin: 🪂 All of the Gemma 3 models are on chutes, currently free! > https://t.co/JdJ0GTwhlL search "gemma-3" > 27b on openrouter as we… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1899958376219460098) ### 2025-03-12 16:23 UTC · RETWEET > RT @const_reborn: @lee0wens If by chance the good exists -- seek it! > for how can there be bad > in seeking the vacant good > which exists by it… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1899858803060805922) ### 2025-03-11 14:31 UTC · RETWEET > RT @const_reborn: Remember: dialectics rule the world. FUD is the fuel that burns the dead wood. Welcome it. Understand anti-fragility. For… Likes 0 · Reposts 137 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1899468174543794687) ### 2025-03-08 14:07 UTC · RETWEET > RT @xponentcrisis: They should try to skip the middleman and mine on SN52 Dojo instead. > > We need more decentralised alternatives to Scale A… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1898374925875826803) ### 2025-03-08 14:06 UTC · RETWEET > RT @metanova_labs: today marks one week since NOVA's official launch! > in that time: > > • received >11k submissions for 140 proteins > • made i… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1898374876752200115) ### 2025-03-08 14:06 UTC · RETWEET > RT @jon_durbin: 🪂 What is the chutes difference? > • 48.6% more througput > • lower latency > • higher uptime > • fully open source and transparent… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1898374797895041047) ### 2025-03-07 13:05 UTC · RETWEET > RT @stackhodler: The United States has accepted Satoshi's gift to the world; freedom money has officially entered the gates of the fiat reg… Likes 0 · Reposts 214 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897996955952812508) ### 2025-03-06 17:11 UTC · RETWEET > RT @cz_binance: Investing in blockchain and AI. Likes 0 · Reposts 608 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897696612493017525) ### 2025-03-05 20:09 UTC · RETWEET > RT @naschain_ai: Distributed multi-objective optimization in action! Miners (Green circles when they win) do not understand what they are o… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897378979839139862) ### 2025-03-05 16:20 UTC · RETWEET > RT @maaailex: #dTAO Monitor is a tool for monitoring #Bittensor's subnet token prices, providing real-time insights and configurable tracki… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897321383409201639) ### 2025-03-05 15:46 UTC · RETWEET > RT @tplr_ai: Hello world Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897312732644565492) ### 2025-03-05 15:37 UTC · RETWEET > RT @const_reborn: the token is the objective function Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897310597106286829) ### 2025-03-05 14:31 UTC · RETWEET > RT @TensorplexLabs: 👥 Human feedback is essential in enhancing synthetic data pipelines to further enhance SOTA AI. > > On https://t.co/vDI4h… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1897293946663084167) ### 2025-03-03 21:56 UTC · RETWEET > RT @metanova_labs: 🥇congratulations to miner 93 for winning our last challenge! > > target protein: Follitropin subunit beta > ⭐️ molecule p… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1896681205317472713) ### 2025-03-03 03:04 UTC · RETWEET > RT @JosephJacks_: Bittensor powers vast majority of tokens generated on top 3 in leaderboard here (R1). Subnets 4 / 64. 💫 Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1896396183939256806) ### 2025-03-02 14:21 UTC · RETWEET > RT @webuildscore: Real Betis vs Real Madrid had it all—goals, tactics, and a bit of drama. Betis didn’t just beat Madrid; they out-thought… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1896204272154628219) ### 2025-03-02 03:59 UTC · RETWEET > RT @sportstensor: 28-02-25 NBA Predictions Snapshot: Wrapped up February with a monster win. Five out of six games won with four being unde… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1896047675344368032) ### 2025-03-02 02:30 UTC · RETWEET > RT @metanova_labs: NOVA miners must develop ai-driven approaches that make drug hunting in a vast chemical universe more efficient 🌌 > > the r… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1896025199562379661) ### 2025-03-01 18:38 UTC · RETWEET > RT @micaelabazo: NOVA now live on #bittensor SN 68 > > hosting a global race for next gen therapeutics, where everyone can be rewarded > > help a… Likes 0 · Reposts 22 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1895906505607823876) ### 2025-03-01 17:31 UTC · RETWEET > RT @latentholdings: Friday night ship. 🚢 💫 > > Introducing the Bittensor command line interface (btcli) v9.1.0 🔥 > > `pip install bittensor-cli=… Likes 0 · Reposts 27 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1895889732875555272) ### 2025-02-21 02:01 UTC · RETWEET > RT @adreon: @0xPrismatic i have a newsletter for this :) > > https://t.co/NaknNrNIQv Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1892756602899321200) ### 2025-02-20 22:34 UTC · RETWEET > RT @WSquires: A literal universe of data. > > 34bn rows, and more coming. > > Bittensor native test time compute. > > @OpenAI - @opentensor is comin… Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1892704522683683059) ### 2025-02-20 22:19 UTC · RETWEET > RT @LukitaTao: WOW, @MacrocosmosAI ! 😱👏👏👏 > > The name Data Universe for Subnet 13 is really appropriated. $TAO https://t.co/FssJ2y8eFa Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1892700629031678300) ### 2025-02-18 22:26 UTC · RETWEET > RT @xavi3rlu: dTAO staking activity is starting to pick up. today we saw that there is more TAO staked compared to the TAO liquidity inject… Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1891977740464656764) ### 2025-02-18 21:44 UTC · RETWEET > RT @webuildscore: First call wrapped—with a top 5 European football club > > We validated our key assumptions: > > ✅ 95% of clubs lack a proper d… Likes 0 · Reposts 18 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1891967018900885512) ### 2025-02-14 16:21 UTC · RETWEET > RT @Old_Samster: Later today will be the most significant upgrade in Bittensor's history, on par with the significance of The Merge for Eth… Likes 0 · Reposts 66 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1890436086767235295) ### 2025-02-14 01:57 UTC · RETWEET > RT @BitVanguard: Bittensor dTAO https://t.co/yJHxXAreYC Likes 0 · Reposts 20 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1890218767596257374) ### 2025-02-13 16:37 UTC · RETWEET > RT @taostats: We are SO EXCITED for dTao. > > Of course we have made sure you will have the full trading experience for dTao, but it is just… Likes 0 · Reposts 79 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1890077747038547999) ### 2025-02-13 12:04 UTC · RETWEET > RT @alexatallah: Free R1 powered by decentralized providers on Bittensor > > most capacity growth is coming from Targon (@manifoldlabs) ❤️ Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1890009068976374236) ### 2025-02-03 20:37 UTC · RETWEET > RT @fish_datura: #DTAOfixesthis Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886514442482933832) ### 2025-02-03 14:02 UTC · RETWEET > RT @mentatminds: French community, this Masterclass is for you! 🇫🇷 > > Our co-founder, @thecryptogus stopped by @CryptoastMedia to discuss the… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1886414914324955177) ### 2025-01-30 22:45 UTC · RETWEET > RT @opentensor: @elonmusk thesis - antithesis - synthesis Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1885097095817748692) ### 2025-01-30 22:42 UTC · RETWEET > RT @Al_3194: Over the last 48 hours, 24% of Deepseek R1 traffic on OpenRouter was processed on Subnet 64. 👀 > > 28th -> 587M / 1.99B > 29th -> 6… Likes 0 · Reposts 48 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1885096202808516652) ### 2025-01-25 14:26 UTC · RETWEET > RT @latentholdings: 🗞️ : Today we’re thrilled to announce our founding team represents the core open source dev leads for the Bittensor SDK… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1883159533310398894) ### 2025-01-23 18:02 UTC · RETWEET > RT @const_reborn: Fiat AI Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1882489129130451061) ### 2025-01-21 18:02 UTC · RETWEET > RT @DrocksAlex2: DeepSeek V3 and the newest R1 AI models by @deepseek_ai are live on Bittensor subnet 64 @rayon_labs 🚀 > > Try DeepSeek R1: ht… Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1881764275460686252) ### 2025-01-19 16:12 UTC · RETWEET > RT @Dennis_Porter_: Never lose sight of the fact that Bitcoin is the most financially inclusive, pro-consumer, anti-corruption, freedom enh… Likes 0 · Reposts 98 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1881011918212882454) ### 2025-01-18 20:07 UTC · RETWEET > RT @jameswoodmanv: Give the revamped Targon Playground a try. There are now 10 live models - and all tokens are currently free (both API an… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1880708552010150210) ### 2025-01-02 01:59 UTC · RETWEET > RT @xponentcrisis: Subnet builders are goated AF, they need to be experts in: > - AI > - Blockchain > - Distributed systems (supporting infra ran… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1874636712334545401) ### 2025-01-01 22:53 UTC · RETWEET > RT @const_reborn: @Pedrot14crypto Step 1: Premine most of the supply > > Step 2: release small portion of supply creating asymmetry between s… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1874589746619682946) ### 2024-12-29 15:23 UTC · RETWEET > RT @aizorr0: sn27 https://t.co/3lSCoBFd7j > sn51 https://t.co/Lj7u7g3GNZ > > $tao Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1873389447309623679) ### 2024-12-28 14:09 UTC · RETWEET > RT @neural_internet: 8x H100 for ~$10 per hour. 🚀🚀🚀 > > Only on Subnet 27. > > $TAO https://t.co/a06Oyrw21i Likes 0 · Reposts 35 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1873008479583318416) ### 2024-12-27 11:08 UTC · RETWEET > RT @taogod_terminal: Soon all Bittensor subnets will be developed by agents on Bittensor 🔄 Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1872600424903286835) ### 2024-12-23 14:41 UTC · RETWEET > RT @tao_five: 1/ Today, we announce the launch of tao5 - a subnet incubator and network validator supporting the Bittensor ecosystem. > > htt… Likes 0 · Reposts 35 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1871204511869755764) ### 2024-12-20 13:51 UTC · RETWEET > RT @balajis: Whatever the thing is you think AI can’t do, benchmark it and then the world will hill climb towards it. Likes 0 · Reposts 86 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1870104641360257142) ### 2024-12-20 13:50 UTC · RETWEET > RT @ai_detection: Benchmark Update > It's been 3 months since our first benchmarking and for that time miners were working hard on making the… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1870104601690812498) ### 2024-12-17 23:55 UTC · RETWEET > RT @abacaj: > intelligence too cheap to meter > > what if we charge $2k/month > > open source must win (otherwise many will just be priced out) Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1869169460395069594) ### 2024-12-17 20:35 UTC · RETWEET > RT @omegalabsai: Introducing Ω Muse, try now at https://t.co/xkYEOqXdOc > > An ambient AI experience that speaks, listens, and even sees (vide… Likes 0 · Reposts 29 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1869119335731749109) ### 2024-12-17 19:23 UTC · RETWEET > RT @KeithSingery: The first of many $TAO Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1869101174311539145) ### 2024-12-17 19:19 UTC · RETWEET > RT @MacrocosmosAI: On the fourth day of Xmas, we're celebrating subnet 25, Protein Folding 🧬 > > This is Bittensor's first exploration into ac… Likes 0 · Reposts 24 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1869100005430284621) ### 2024-12-17 02:53 UTC · RETWEET > RT @balajis: AI came out of academic research and big tech, so it started with high prestige. > > Crypto came from anonymous message boards an… Likes 0 · Reposts 391 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1868851956800012704) ### 2024-12-16 18:58 UTC · RETWEET > RT @macrocrux: We've begun working on a new incentive mechanism for protein folding.. Proof of trajectory (PoT) verifies that a specific pa… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1868732466615533606) ### 2024-12-14 23:30 UTC · RETWEET > RT @const_reborn: A lot of people at NeurIPS talking about ways to regulate AI. > > I've heard whispers of not releasing models because they'r… Likes 0 · Reposts 25 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1868076243390021693) ### 2024-12-02 22:16 UTC · RETWEET > RT @miboso: https://t.co/MTfhr9sYs2 Likes 0 · Reposts 1096 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1863708879260995854) ### 2024-11-28 14:43 UTC · RETWEET > RT @Al_3194: https://t.co/YDMHyb2Kz5 powered by https://t.co/XTvCEQR2d4 > > Private. Permissionless. Secure. Lightning Fast. > > $TAO https://t.c… Likes 0 · Reposts 46 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1862145184458330233) ### 2024-11-27 03:24 UTC · RETWEET > RT @bd_himes: Writing up some documentation for using the new asyncio subtensor in #bittensor 8.4.0 releasing tomorrow > Truly blown away by… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1861612109622116361) ### 2024-11-21 23:35 UTC · RETWEET > RT @naval: @PatniShubh I don’t get it. Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1859742351457124432) ### 2024-11-21 21:39 UTC · RETWEET > RT @WOMBO: 🚨ATTENTION BITTENSOR DEVS 🚨 > > SN36 is the first #Bittensor Subnet built in Rust 🦀, and we’re open-sourcing Rusttensor, the librar… Likes 0 · Reposts 27 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1859713289061793996) ### 2024-11-14 23:05 UTC · RETWEET > RT @DreadBong0: #Bittensor has the fastest high bandwidth inference in the world 🔥 > > Subnet 19 from @namoray and his team showing what's pos… Likes 0 · Reposts 69 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1857198195438153765) ### 2024-11-13 21:18 UTC · RETWEET > RT @MacrocosmosAI: We’ve launched our revamped dashboard for Subnet 1, Apex 🚀Users can now see how SN1 performs against SOTA LLMs on the MM… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1856808970733990322) ### 2024-11-08 17:00 UTC · RETWEET > RT @macrocrux: Subnet 1 is pushing the limits of intelligence further than ever. By combining the outputs of multiple agents, we can now pr… Likes 0 · Reposts 32 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1854932021316919528) ### 2024-11-06 17:00 UTC · RETWEET > RT @BrainHarrington: Bitcoin is the money now Likes 0 · Reposts 87 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1854207213637898533) ### 2024-11-05 12:00 UTC · RETWEET > RT @badenglishtea: One of the most surprising features of Bittensor are the miners. > > They are really fucking good. > They show up very quickl… Likes 0 · Reposts 57 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1853769412567851328) ### 2024-11-01 22:04 UTC · RETWEET > RT @const_reborn: Come build locks Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1852471704481636709) ### 2024-10-15 18:36 UTC · RETWEET > RT @omegalabsai: OMEGA multimodal dataset for AGI research produced by Bittensor (@opentensor) Subnet 24 has reached a major milestone: #1… Likes 0 · Reposts 39 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1846258928998666506) ### 2024-10-14 14:35 UTC · RETWEET > RT @TensorplexLabs: https://t.co/XTBQZ3YEV7 Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1845835896156725351) ### 2024-10-09 18:09 UTC · RETWEET > RT @GraphiteSubnet: 4/x - The progress of the subnet has beaten our expectations. The performance of miners have exceeded academic models A… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1844077666183647666) ### 2024-10-09 13:13 UTC · RETWEET > RT @openkaito: Milestone update - > > 2 weeks since the release of the new embedding task, miner loss has finally started to improve compared… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1844003167417352303) ### 2024-10-09 00:41 UTC · RETWEET > RT @const_reborn: @HecquetPl Yes. The goal is that all infra on Bittensor from compute to inference is run and priced in Tao. Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1843814055292919951) ### 2024-10-08 03:11 UTC · RETWEET > RT @adam3us: no one knows who satoshi is. and that's a good thing. Likes 0 · Reposts 1038 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1843489374891323583) ### 2024-10-04 22:55 UTC · RETWEET > RT @WSquires: @fish_datura hey man. > > I’ve got these H100’s just lying around. > > anything you can do with them dude? Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1842337686914252903) ### 2024-10-04 15:03 UTC · RETWEET > RT @darkobro1: @const_reborn The iron rule of nature is: you get what you reward for. If you want ants to come, you put sugar on the floor.… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1842219006578598371) ### 2024-10-04 12:44 UTC · RETWEET > RT @const_reborn: @JosephJacks_ Well managed deflation, spending cuts, and a strong dollar could get us out -- but we know that the masses… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1842184128373961197) ### 2024-09-27 19:00 UTC · RETWEET > RT @macrocrux: @deliprao Come check out our Bittensor subnet for fine tuning. > https://t.co/zzuc6cHXG2 > > You can specify the data you want a… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1839741923596149012) ### 2024-09-26 01:47 UTC · RETWEET > RT @Carrot_____1: @const_reborn @opentensor Huge props to the team here at @opentensor! Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1839119471002137049) ### 2024-09-25 22:30 UTC · RETWEET > RT @opentensor: Welcome to Bittensor v8.0.0! > // Brand new btcli and btsdk! > > Ultra-fast performance upgrades, rewritten from ground up and… Likes 0 · Reposts 141 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1839069882039632194) ### 2024-09-25 22:29 UTC · RETWEET > RT @teknium: We all knew it was coming Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1839069836720161119) ### 2024-09-25 00:10 UTC · RETWEET > RT @MacrocosmosAI: We have just released V1.0.0 for subnet 25 Protein Folding! 🚀It comes with a range of updates, relating to validators, m… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1838732811345264980) ### 2024-09-24 02:35 UTC · RETWEET > RT @jameswoodmanv: In 2023, the goal was for Bittensor to produce a single output. SN1 accomplished this, and showed the world what was pos… Likes 0 · Reposts 34 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1838406922887663959) ### 2024-09-23 20:51 UTC · RETWEET > RT @macrocrux: Subnet 1 is still getting smarter. Miners outperform the validator benchmark scores by a large margin (22%+ on MMLU). Also,… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1838320358547509355) ### 2024-09-21 20:52 UTC · RETWEET > RT @Zzrott1: Hats off to @NousResearch for blazing the trail so that others may follow Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1837595814257901663) ### 2024-09-19 16:15 UTC · RETWEET > RT @xponentcrisis: Some notes from the Bittensor event this morning: > > - For many ETH OGs entering the ecosystem, Bittensor’s incentive mech… Likes 0 · Reposts 70 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1836801325255827890) ### 2024-09-17 12:50 UTC · RETWEET > RT @rodmarkun: am I the only schizo that orders python imports by type and length? https://t.co/LxymHa4AXN Likes 0 · Reposts 53 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1836024988236722641) ### 2024-09-10 17:40 UTC · RETWEET > RT @DistStateAndMe: Bittensor subnets are the garden of Eden. Each one a bold attempt at channelling incentives to produce super commoditie… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1833561132793020674) ### 2024-09-06 18:33 UTC · RETWEET > RT @xavi3rlu: Shining a light on three #Bittensor subnets that are driving cutting-edge research, all while being tested against rigorous s… Likes 0 · Reposts 46 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1832124941895881089) ### 2024-09-05 22:09 UTC · RETWEET > RT @omegalabsai: Super thrilled to share that the first iteration of OMEGA multimodal models (image, audio & video) from @omegalabsai Subne… Likes 0 · Reposts 44 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1831817052283351274) ### 2024-08-23 02:17 UTC · RETWEET > RT @IvanAnishchuk: @const_reborn Acta Non Verba! Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1826806002685284771) ### 2024-08-21 17:46 UTC · RETWEET > RT @benzion_b: @const_reborn Maximal Extractable Intelligence Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1826314916380184697) ### 2024-08-19 20:24 UTC · RETWEET > RT @BSDneuro: Blockchain cortex Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1825629912700473695) ### 2024-08-16 16:34 UTC · RETWEET > RT @badenglishtea: If you want to take control of your $TAO, delegate here: https://t.co/6DVro6x8FW > > YOU CONTROL YOUR WEIGHT! > > I'm delegati… Likes 0 · Reposts 41 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1824484995332755675) ### 2024-07-29 22:20 UTC · RETWEET > RT @evert_scott: Decentralized Minds, The Bittensor Revolution > > Decentralized Minds, The Bittensor Revolution takes you on a thought-provo… Likes 0 · Reposts 501 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1818048923073921029) ### 2024-07-29 19:10 UTC · RETWEET > RT @FrankRizz07: Thanks to the #Bittensor Validators, Team Rizzo has raised $113,000 over the last week to donate to the community members… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1818001149896835507) ### 2024-07-29 17:11 UTC · RETWEET > RT @manifoldlabs: Introducing Targon v2 > > We're thrilled to announce the release of Targon v2, a significant rewrite of our core infrastruct… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1817971234967273473) ### 2024-07-23 17:30 UTC · RETWEET > RT @MacrocosmosAI: Now live on @huggingface: 702.1mn rows of anonymised open-source Reddit data 🤗 And every row powered by Subnet 13 on #B… Likes 0 · Reposts 21 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1815801648658202671) ### 2024-07-19 16:42 UTC · RETWEET > RT @colemurray: @vikhyatk Too many people trying to mine gold, not enough people trying to create a derivative gold market Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1814340132398682367) ### 2024-07-17 14:28 UTC · RETWEET > RT @BitLoic: « Building the futures’s intelligence federation, Building the future of decentralized AI » > Never miss the opportunity of a li… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1813581637747437910) ### 2024-07-16 13:54 UTC · RETWEET > RT @fish_datura: Proud to annouce that our team created https://t.co/yx1HJq8uvr. > > Here are some cool features you can't find anywhere else:… Likes 0 · Reposts 50 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1813210589595922667) ### 2024-07-08 22:10 UTC · RETWEET > RT @Thom_Wolf: There was a super impressive AI competition that happened last week that many people missed in the noise of AI world. I happ… Likes 0 · Reposts 497 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1810436277550080352) ### 2024-07-08 16:18 UTC · RETWEET > RT @PluralisAI: Article 1: Decentralized Training Looms > https://t.co/Hqgz5bf2uj Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1810347663394779603) ### 2024-07-03 22:28 UTC · RETWEET > RT @const_reborn: @ejorejorson23 The chain itself has no risk at this point. > > The only issue is for those that participated in a specific v… Likes 0 · Reposts 26 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1808628972059775366) ### 2024-06-28 17:05 UTC · RETWEET > RT @Al_3194: Subnet 25, the Protein Folding subnet, is cooking. 🔥 > > "We've folded nearly 70,000 unique proteins in 5 weeks!!" > > "Miners have… Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1806735626739519548) ### 2024-06-27 19:39 UTC · RETWEET > RT @Al_3194: Ok wow this is really cool. 👀🔥 > > https://t.co/ZMj9G1fjjp > > $TAO https://t.co/Rk5N3NDEKd Likes 0 · Reposts 53 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1806412166934995266) ### 2024-06-24 22:59 UTC · RETWEET > RT @parshantdeep: Recruiting AI engineers @omegalabsai for training large-scale multimodal video generation models! > > currently training AR… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1805375343953691131) ### 2024-06-24 17:46 UTC · RETWEET > RT @Old_Samster: AI is probabilistic, crypto is deterministic. > > study that Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1805296421140414790) ### 2024-06-16 02:32 UTC · RETWEET > RT @0xarrash: Since PTN launched $BTC is down 7% > Since then, TARVIS is up over 12% with a max realized loss of 0.06% and a win rate of 97%.… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1802167328655990905) ### 2024-06-15 18:57 UTC · RETWEET > RT @parshantdeep: @omegalabsai will add @Pontifex's arc-agi as the next task and benchmark to evaluate on for the @opentensor SN21 phi > > wan… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1802052805576069452) ### 2024-06-10 17:35 UTC · RETWEET > RT @0xarrash: showtime :) > > https://t.co/L2EEodhBmg > > $TAO https://t.co/kyiSHI6ehG Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1800220164618957029) ### 2024-06-10 15:59 UTC · RETWEET > RT @DreadBong0: Introducing.. The Compute Dashboard on Subnet 27 🔥 > > https://t.co/KbHHahQ1Qs > > Over 600 GPUs and counting > > $TAO https://t.co/… Likes 0 · Reposts 62 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1800196105382318194) ### 2024-06-07 21:21 UTC · RETWEET > RT @fish_datura: Subnet emissions over time. > > 3 was the original next token prediction subnet. > 1 was the first text-prompting subnet. > 11… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1799190003085644150) ### 2024-06-07 17:03 UTC · RETWEET > RT @naschain_ai: https://t.co/Nb1F2PsV5y > > NASChain Dashboard is public now! https://t.co/yH2qNvPlMA Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1799124928354197917) ### 2024-05-29 15:09 UTC · RETWEET > RT @WSquires: The moment Bittensor started folding proteins. @mccrinbc https://t.co/tviVu9C3jD Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1795834752794230979) ### 2024-05-23 13:21 UTC · RETWEET > RT @mogmachine: TAOSTATS NOW HAS 9% COMMISSION MAKING IT AS PROFITABLE AS A RAKE-BACK VALIDATOR > > We will never give rake-backs, but this n… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1793633287887630586) ### 2024-05-22 19:58 UTC · RETWEET > RT @Awaki18: @TensorplexLabs Monsters! Thats amazing Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1793370852324688033) ### 2024-05-22 19:57 UTC · RETWEET > RT @ai: This is pretty remarkable. Tensorplex's Sumo-T9–7B outshines Falcon 7B (the UAE’s pride & joy might I add) & LLaMA-2 7B on Bittenso… Likes 0 · Reposts 44 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1793370726034272412) ### 2024-05-08 04:48 UTC · RETWEET > RT @MacrocosmosAI: The news is out 👀. > > Next week, we’ll be launching Bittensor’s first true academic research project, demonstrating how t… Likes 0 · Reposts 47 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1788068508464824785) ### 2024-05-05 23:34 UTC · RETWEET > RT @JosephJacks_: Monetizing intelligence directly will produce mediocre businesses (licensing). > > Monetizing intelligence indirectly will p… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1787264567766135094) ### 2024-04-23 22:21 UTC · RETWEET > RT @TAOCommunityHub: Introducing Pixel: A New Subnet 17 on the Bittensor $TAO Network > > We are thrilled to announce the registration of Subn… Likes 0 · Reposts 14 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1782897565719023972) ### 2024-04-14 23:52 UTC · RETWEET > RT @teknium: Umm I am 🤘 Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1779659106803982348) ### 2024-04-01 14:46 UTC · RETWEET > RT @Shaughnessy119: New Podcast Episode with @theemozilla of @NousResearch 🎧 > > One of our smartest guests ever 🧠 > > ▪️ The inevitability of AG… Likes 0 · Reposts 39 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1774810662226764039) ### 2024-03-29 21:13 UTC · RETWEET > RT @21RoundTable: We are pleased to announce the initial release of our $TAO Subnet Owner Dashboard! > > This free resource is designed to as… Likes 0 · Reposts 38 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1773820812140716447) ### 2024-03-27 01:35 UTC · RETWEET > RT @myshell_ai: MyShell TTS Subnet, built on the Bittensor @opentensor, is now officially live. > > This launch marks a pivotal moment, poised… Likes 0 · Reposts 102 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1772799531249217909) ### 2024-03-15 21:28 UTC · RETWEET > RT @teknium: Just ship Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1768751131147346273) ### 2024-03-15 15:20 UTC · RETWEET > RT @Timo37_: if you think we are in late-stage capitalism, > > study computational markets with hyper-dimensional pricing and algorithmic game… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1768658482776219770) ### 2024-03-14 16:21 UTC · RETWEET > RT @WOMBO: τOMBO Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1768311379507953904) ### 2024-03-12 13:56 UTC · RETWEET > RT @balajis: THE HEIR IS NEAR > > Why do you hate America so much? > That's what they'll say when you try to cut spending. > Because DC is spendin… Likes 0 · Reposts 240 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1767550280172724579) ### 2024-03-07 10:56 UTC · RETWEET > RT @EMostaque: lol. https://t.co/v1oMwlxKod Likes 0 · Reposts 106 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1765693057242915327) ### 2024-02-15 00:23 UTC · RETWEET > RT @const_reborn: The most powerful skill is unleashing others' Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1757923549598134295) ### 2024-02-05 20:59 UTC · RETWEET > RT @mogmachine: Time for pudding. > > https://t.co/skBeLJcB9S Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1754610599672041850) ### 2024-02-04 14:51 UTC · RETWEET > RT @TensorplexLabs: After dominating Pre-training Subnet 9, we're proud to announce that we've achieved rank 1 on @NousResearch's Fine-tuni… Likes 0 · Reposts 31 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1754155673586131453) ### 2024-01-31 13:23 UTC · RETWEET > RT @const_reborn: @Gravity_v20 Neurotrophic feedback Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1752683962340684144) ### 2024-01-27 19:59 UTC · RETWEET > RT @Andercot: "Society as a computer" is a very high leverage heuristic. > > It solves coordination and organizational problems far outside an… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751334236982755473) ### 2024-01-27 18:19 UTC · RETWEET > RT @TomFastlane: @const_reborn The riddle highlights the contrast between two philosophical approaches to life, symbolized by "she and he,… Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751309086954545468) ### 2024-01-27 18:18 UTC · RETWEET > RT @const_reborn: @TomFastlane Bingo. Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1751308726206611880) ### 2024-01-17 20:46 UTC · RETWEET > RT @Nick_Hotz: TL;DR: > > Bitcoin harnesses energy and turns it into money. > Bittensor harnesses energy and turns it into anything. Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1747722147399639354) ### 2024-01-06 19:08 UTC · RETWEET > RT @TensorplexLabs: We've conquered Subnet 9 using our new model with >1% loss reduced. > > We'll keep pushing the boundaries of what's possi… Likes 0 · Reposts 9 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1743711243079205295) ### 2023-12-30 17:50 UTC · RETWEET > RT @const_reborn: @shittensor yep Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1741154855245185258) ### 2023-12-28 00:13 UTC · RETWEET > RT @const_reborn: @Fraser @OpenAI Come help us @opentensor wield the worlds largest, incentive based, decentralized AI cluster. > > #Bittenso… Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1740164057297195469) ### 2023-12-14 18:10 UTC · RETWEET > RT @gfodor: If DeepMind just definitively proved neural networks can generate genuinely new knowledge then it’s the most important discover… Likes 0 · Reposts 144 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1735361628688842932) ### 2023-12-08 02:40 UTC · RETWEET > RT @Timo37_: Bittensor is this but for programmable incentive configuration space https://t.co/1f3qm8pAnl Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1732953151198617703) ### 2023-12-05 02:13 UTC · RETWEET > RT @mogmachine: https://t.co/4f8WuKtBly > > So this happened. Bittensor in 30 minutes. Likes 0 · Reposts 63 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1731859250614333619) ### 2023-12-02 00:51 UTC · RETWEET > RT @gaoa97: IA—Infiniτe Alignmenτ. > > $TAO https://t.co/U9hE49oLrR Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1730751629228458340) ### 2023-11-30 15:18 UTC · RETWEET > RT @Bitter_test: The first tweet ever created with Bitter Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1730245003291631650) ### 2023-11-27 17:46 UTC · RETWEET > RT @mogmachine: This is just a taste of what is to come. > > https://t.co/z0g6FFwjF2 https://t.co/V2yjjLBAzd Likes 0 · Reposts 86 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1729194901093650619) ### 2023-11-26 07:32 UTC · RETWEET > RT @const_reborn: @Andres_XYZ_ expressing our ethics by creating structures that enforce them Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1728678171107594250) ### 2023-11-25 00:47 UTC · RETWEET > RT @crux081208: The Zen of incentive mechanisms : > - Explicit is better than implicit. > - Objective is better than subjective. > - Subnets… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1728213776774615244) ### 2023-11-20 16:33 UTC · RETWEET > RT @thecaptain_nemo: drop the "OpenAI". just "Microsoft", its cleaner. https://t.co/CbRSWmnjMn Likes 0 · Reposts 2585 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1726639845714669944) ### 2023-11-19 12:12 UTC · RETWEET > RT @const_reborn: @knowerofmarkets Most AI researchers miss the isomorphism between ML objective functions and incentive mechanisms. Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1726211733973332393) ### 2023-11-15 12:47 UTC · RETWEET > RT @0xarrash: now you can see the improvement of SN8 over time as we begin the next phase... to continuously improve the base model, build… Likes 0 · Reposts 13 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1724771012212933108) ### 2023-11-11 15:30 UTC · RETWEET > RT @firsttensor: SN 24 👀 $TAO https://t.co/nNhJN25xO5 Likes 0 · Reposts 27 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1723362673755091057) ### 2023-11-06 16:59 UTC · RETWEET > RT @const_reborn: Subnet 4 has hit 9.5 M tweets so far and counting. Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1721573094588924261) ### 2023-11-05 12:37 UTC · RETWEET > RT @percyliang: Myth: open foundation models are antithetical to AI safety. > Fact: open foundation models are critical for AI safety. > Here a… Likes 0 · Reposts 247 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1721144721597497601) ### 2023-11-05 00:33 UTC · RETWEET > RT @mogmachine: https://t.co/FZAoii9SMJ - A FREE image generating studio built on #Bittensor. > > Quality to rival #MidjourneyAI and #stabilit… Likes 0 · Reposts 45 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1720962503016943751) ### 2023-11-01 14:18 UTC · RETWEET > RT @ErikVoorhees: The importance of decentralizing AI is approaching the importance of decentralizing money. Likes 0 · Reposts 151 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1719720588648854016) ### 2023-10-29 18:12 UTC · RETWEET > RT @ylecun: @tegmark @RishiSunak @vonderleyen Altman, Hassabis, and Amodei are the ones doing massive corporate lobbying at the moment. > The… Likes 0 · Reposts 1300 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1718692239671472360) ### 2023-10-28 22:39 UTC · RETWEET > RT @JosephJacks_: THIS IS COMMUNISM. VERY BAD! https://t.co/HfuSIYiGYn Likes 0 · Reposts 32 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1718397024096096624) ### 2023-10-26 15:35 UTC · RETWEET > RT @const_reborn: @Al_3194 it doesnt matter what we said, just as it didnt matter what OpenAI said, dont trust, verify, the speech that mat… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1717565644814614698) ### 2023-10-26 14:15 UTC · RETWEET > RT @abacaj: This page is long gone, but it is the vision "OpenAI" started with. Now that it has changed, AGI needs to be open and we all ne… Likes 0 · Reposts 89 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1717545479632814406) ### 2023-10-24 00:18 UTC · RETWEET > RT @stackhodler: The era of #Bitcoin hodlers front-running institutions will end any day now. > > The early adopter phase is drawing to a clos… Likes 0 · Reposts 445 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1716610167255474586) ### 2023-10-22 15:14 UTC · RETWEET > RT @JosephJacks_: Microsoft is FULL steam ahead on regulatory capture: > > — Co-design the laws that dictate capability thresholds of AI (aka… Likes 0 · Reposts 93 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1716110668934283374) ### 2023-10-22 02:51 UTC · RETWEET > RT @NeuralAI_: In less than 24 hrs, more than 1.6k images have been generated by Neural Internet @neural_internet ReplyTensor, powered by B… Likes 0 · Reposts 33 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1715923850238501196) ### 2023-10-21 11:59 UTC · RETWEET > RT @JosephJacks_: Synonyms of Totalitarian Antichrist: > > “Open”AI, Sam Altman, etc etc. > > Peter absolutely nails it here, quoting from the Bi… Likes 0 · Reposts 27 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1715699303044243539) ### 2023-10-18 23:42 UTC · RETWEET > RT @teknium: @ocolegro Me and @CreativeBuilds just made one for Stable Diffusion, pretty early version though, I think we can far better > >… Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1714788969546752052) ### 2023-10-18 17:56 UTC · RETWEET > RT @tannrekke: @balajis AI is the feminine force of the digital realm, and Bitcoin is the masculine. Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1714701969611215291) ### 2023-10-18 17:56 UTC · RETWEET > RT @balajis: AI is about building a new god > Crypto is about building a new state Likes 0 · Reposts 362 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1714701885083398486) ### 2023-10-15 11:50 UTC · RETWEET > RT @beffjezos: @renexgirard Yes. Permissionless AI stack will be needed Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1713522767260188894) ### 2023-10-11 23:03 UTC · RETWEET > RT @evert_scott: 346 Images in 90s 🤯 > The power of #bittensor > You have to see it to believe it > I knew SN5 Image subnet would be cool.. > But a… Likes 0 · Reposts 30 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1712242574423924911) ### 2023-10-10 21:58 UTC · RETWEET > RT @CreativeBuilds: All these were generated in one query to the network to test throughput. > > Every single image you see in this grid is 10… Likes 0 · Reposts 31 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1711863877531545781) ### 2023-10-05 00:47 UTC · RETWEET > RT @CreativeBuilds: I've just secured SN5 on #bittensor for the image subnet > > I'll be pushing some final updates for the initial release he… Likes 0 · Reposts 45 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1709732062171693286) ### 2023-10-02 18:22 UTC · RETWEET > RT @0xcarro: The massive announcement y'all have been waiting for: I am leaving @opentensor to grow bittensor to the next million users. ht… Likes 0 · Reposts 31 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1708910262156136938) ### 2023-09-23 18:50 UTC · RETWEET > RT @pmarca: https://t.co/ktpZQs07g6 Likes 0 · Reposts 67 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705655830983442719) ### 2023-09-23 16:30 UTC · RETWEET > RT @rdnxyz: I think the fact that within the bitcoin universe an algorithm replaces the functions of [the government] … is actually pretty… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705620631297929624) ### 2023-09-23 15:00 UTC · RETWEET > RT @const_reborn: @balajis The elephant to the nth power isn’t an elephant anymore, it’s a hockey stick. > > Which is why Sam Altman promotes… Likes 0 · Reposts 7 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705597988372914398) ### 2023-09-23 14:33 UTC · RETWEET > RT @balajis: AI is like a gun skittering on the ground. > And three parties are scrambling to pick it up. > We have woke AI. > We have CCP AI. > An… Likes 0 · Reposts 132 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705591096854622485) ### 2023-09-22 22:48 UTC · RETWEET > RT @const_reborn: @brian_armstrong We must wed AI to the worlds most powerful freedom technology: Bitcoin > > Now or never Likes 0 · Reposts 34 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1705353439520186508) ### 2023-09-18 21:05 UTC · RETWEET > RT @abacaj: > the year is 2025 > > all consumer GPUs have been banned > > you can't even "game" without using the "cloud" > > frames are streame… Likes 0 · Reposts 56 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1703877984522797414) ### 2023-09-16 22:02 UTC · RETWEET > RT @0xarrash: Introducing @taoshiio > > Dedicated to building on #bittensor, starting with our time-series prediction subnet. > > https://t.co/s… Likes 0 · Reposts 29 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1703167616884310150) ### 2023-09-16 02:48 UTC · RETWEET > RT @teknium: "The AI and crypto bros, arriving at the center of the earth to escape regulation" https://t.co/BAbjQ58Kc9 Likes 0 · Reposts 28 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1702876989898555601) ### 2023-09-16 01:39 UTC · RETWEET > RT @Timo37_: Bittensor prediction market subnets are funny because predictors would be priced by a prediction market around accuracy of the… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1702859775346622559) ### 2023-09-12 17:18 UTC · RETWEET > RT @CurnuttHarrison: New interface for running models on Bittensor protocol by @neural_internet > Docs: https://t.co/KBWRNv7wvi https://t.co… Likes 0 · Reposts 10 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1701646358120108203) ### 2023-09-11 18:28 UTC · RETWEET > RT @BittVoyager: Abandon the dystopian future of @sama and AI overlords, join the Bittensor revolution! https://t.co/o9M2A2iuZR Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1701301637715734914) ### 2023-09-08 16:29 UTC · RETWEET > RT @opentensor: "Bittensor is the ecosystem and TAO is the mycelial network connecting humanity with the future of Artificial Intelligence"… Likes 0 · Reposts 74 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1700184609328181283) ### 2023-09-04 00:08 UTC · RETWEET > RT @teknium: Is he seriously saying keeping a power differential between normies and elites is what should be the goal with AI? lmao I bel… Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1698488261138604524) ### 2023-08-28 20:48 UTC · RETWEET > RT @dylanleclair: AI has solidified the idea of computational resources being commoditized, yet a staggering majority fail to recognize or… Likes 0 · Reposts 119 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1696263422055227596) ### 2023-08-28 17:19 UTC · RETWEET > RT @MessariCrypto: Among other burning questions answered, you'll learn why AI needs crypto, featuring: > > + @gregosuri from @akashnet > + @il… Likes 0 · Reposts 15 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1696211022825013334) ### 2023-08-25 22:37 UTC · RETWEET > RT @neural_internet: 🧵 Exciting News! Our interactive AI Reply Bot @replytensor has leveled up. Now connected to Neural Internet’s Validato… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1695203806860951899) ### 2023-08-25 00:48 UTC · RETWEET > RT @neural_internet: Subnet Takeover $TAO > > https://t.co/Z6VjXJeRdU Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1694874469087822238) ### 2023-08-17 13:15 UTC · RETWEET > RT @langchain: 🧠 @neural_internet Bittensor LLM > > Run models on the Bittensor protocol using this new interface from Neural Internet. > > s/o… Likes 0 · Reposts 26 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1692163251973304426) ### 2023-08-13 02:21 UTC · RETWEET > RT @teknium: @AndrewYang Good thing you lost then Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1690549137937207296) ### 2023-08-10 20:55 UTC · RETWEET > RT @opentensor: In 1962, McLuhan predicted that technology would simplify the distribution of information worldwide, and usher in new human… Likes 0 · Reposts 77 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1689742322903224321) ### 2023-08-08 19:59 UTC · RETWEET > RT @cerebras: BTLM-3B-8k is surging! This state of the art model is trending on Hugging Face with over 500k downloads in just over 2… Likes 0 · Reposts 38 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1689003449013182466) ### 2023-08-05 15:06 UTC · RETWEET > RT @Andy43376368: @const_reborn Incentivized Internet, love it Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1687842482879389696) ### 2023-08-04 14:45 UTC · RETWEET > RT @BittVoyager: The best thing about $TAO: > It is not only great investment opportunity but also idea behind the project makes as ,,good gu… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1687474737641881600) ### 2023-07-30 00:23 UTC · RETWEET > RT @kepano: Sam DMd me to apologize. I like to give the benefit of the doubt so I deleted my tweet > > It has not changed my view that @sama's… Likes 0 · Reposts 363 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1685446051686211584) ### 2023-07-28 22:04 UTC · RETWEET > RT @Oli_Oli_crypto: @cryptunez Fiat humanity > > https://t.co/LEoxOGn45L Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1685048505214070784) ### 2023-07-28 20:23 UTC · RETWEET > RT @Al_3194: Couldn't resist to post this one. It's just too clean! > > https://t.co/RC0N0k3rPd > > $TAO https://t.co/mSg9mPGpfU Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1685023278732075008) ### 2023-07-28 00:59 UTC · RETWEET > RT @cerebras: Need best 7B-70B models? Use LLaMA 2. > Need best 3B model? Use BTLM. > That's it. That's the tweet. Likes 0 · Reposts 38 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1684730367675174913) ### 2023-07-20 14:14 UTC · RETWEET > RT @untaochableTT: *#1 prompt:* little buggy while quering the network. Buildoor told me it happens because there are instruction following… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1682031181100089344) ### 2023-07-14 12:21 UTC · RETWEET > RT @Timo37_: programmable markets Likes 0 · Reposts 1 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1679828433008730114) ### 2023-07-13 01:51 UTC · RETWEET > RT @teknium: We have released an Orca model based on 200,000 sampling of GPT-4 Orca set. > > By @alignment_lab, @winglian, AutoMeta, Neveren… Likes 0 · Reposts 56 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1679307470953488387) ### 2023-07-04 22:19 UTC · RETWEET > RT @Al_3194: Amazing what you can do on https://t.co/RC0N0k3rPd. 😀 > > Remember, this is the worst it will ever be. $TAO > > 🧵 https://t.co/DVSkd… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1676354995132719104) ### 2023-07-04 22:00 UTC · RETWEET > RT @Pledditor: .@RaoulGMI: "the tokenization of an AI network makes total sense" > > ummmm..... https://t.co/HCLIj4rnVe Likes 0 · Reposts 43 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1676350278788870146) ### 2023-06-26 21:44 UTC · RETWEET > RT @cwolferesearch: @jenningsgreg True! A lot of these papers still say GPT-4 is way ahead. But it seems like a bad comparison if GPT-4 is… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1673447255708164097) ### 2023-06-26 21:44 UTC · RETWEET > RT @cwolferesearch: Can large language models (LLMs) train themselves? The explosion of imitation-based open-source LLMs drew criticism du… Likes 0 · Reposts 93 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1673447196404883460) ### 2023-06-25 21:06 UTC · RETWEET > RT @DrNickA: @krishnanrohit @browserdotsys It’s over. Only decentralised AI can win. Likes 0 · Reposts 8 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1673075205885898752) ### 2023-06-22 21:30 UTC · RETWEET > RT @JosephJacks_: “Making open source AI illegal will lead to a totalitarian and authoritarian regime that would be so brutal — we will hav… Likes 0 · Reposts 125 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1671993979833839617) ### 2023-06-21 13:33 UTC · RETWEET > RT @SebastienBubeck: New LLM in town: > > ***phi-1 achieves 51% on HumanEval w. only 1.3B parameters & 7B tokens training dataset*** > > Any othe… Likes 0 · Reposts 311 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1671511733045739520) ### 2023-06-17 00:29 UTC · RETWEET > RT @JosephJacks_: Here’s the latest OpenAI regulatory capture propaganda pushing the government to make it illegal for anyone to do advance… Likes 0 · Reposts 189 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1669864766066814976) ### 2023-06-16 16:27 UTC · RETWEET > RT @_akhaliq: Knowledge Distillation of Large Language Models > > paper page: https://t.co/ENuZ8BDBMv > > Knowledge Distillation (KD) is a promis… Likes 0 · Reposts 62 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1669743467210375169) ### 2023-06-14 14:27 UTC · RETWEET > RT @teknium: I've released a new fine tune model, based on a lite version of the Hermes dataset, fine tuned onto MPT-7B. > > Unfortunately, d… Likes 0 · Reposts 19 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1668988637801750533) ### 2023-06-11 03:37 UTC · RETWEET > RT @abacaj: I feel like not enough people mention this but ct2 can quantize and run flan-t5, falcon and MPT models. Using half the memory a… Likes 0 · Reposts 23 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1667737800769167360) ### 2023-06-10 23:36 UTC · RETWEET > RT @krugermacro: I do have my doubts though crypto will be the fastest horse again once the Fed pivots and liquidity starts rushing back in… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1667677094095069203) ### 2023-06-09 20:16 UTC · RETWEET > RT @0xcarro: I am excited to share the first part of our collaboration with @cerebras: SlimPajama, the largest extensively deduplica… Likes 0 · Reposts 27 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1667264481205059584) ### 2023-06-09 20:12 UTC · RETWEET > RT @Timo37_: @gabrielayuso @phon_ro Bitcoin incentivized p2p compute model, but instead of mining a currency by calculating hashes you mine… Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1667263431521763328) ### 2023-06-09 18:50 UTC · RETWEET > RT @JosephJacks_: Open source maximizes knowledge creation. > > Closed source minimizes knowledge creation. Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1667242842425802752) ### 2023-06-09 16:54 UTC · RETWEET > RT @Fraser: In March 2021 I contemplated leaving @OpenAI to start a company around the ideas that open source and open research were going… Likes 0 · Reposts 44 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1667213675789430786) ### 2023-06-09 16:51 UTC · RETWEET > RT @0xSisyphus: tokens are crypto's primary innovation and the reason theres so much money in the space - capital can get access to new ide… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1667212938158149632) ### 2023-06-08 20:00 UTC · RETWEET > RT @const_reborn: @CreativeBuilds @bittensor_ τps Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1666898003771416576) ### 2023-06-08 19:43 UTC · RETWEET > RT @CreativeBuilds: heard from a little birdie (const) that the @bittensor_ network did over 44 MILLION since the Tuesday update! > > the netw… Likes 0 · Reposts 26 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1666893851280424960) ### 2023-06-07 20:28 UTC · RETWEET > RT @NousResearch: Our thesis works. > > #1 Performing Model on @nomic_ai's GPT4All. > > More models and tools coming soon. https://t.co/vuoxFohy… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1666542791441403904) ### 2023-06-04 04:49 UTC · RETWEET > RT @bitnostre: 📣 Major Update: Ava has now the ability to keep the context of a conversation via DMs, and users can invite her to give opin… Likes 0 · Reposts 4 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1665219240213749760) ### 2023-06-03 18:17 UTC · RETWEET > RT @teknium: Announcing Nous-Hermes-13b - a Llama 13b model fine tuned on over 300,000 instructions! > > This is the best fine tuned 13b mode… Likes 0 · Reposts 154 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1665060089902817282) ### 2023-06-02 15:47 UTC · RETWEET > RT @beffjezos: Sama's appeal to the governments to regulate them is regulatory aikido, seeking to use the opponent's momentum against… Likes 0 · Reposts 23 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1664659958137491456) ### 2023-05-23 20:45 UTC · RETWEET > RT @erhartford: https://t.co/UfcTlepzkf > > Llama.cpp now supports GPU accelerated inference with AMD cards! This is*huge* for making inferen… Likes 0 · Reposts 38 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1661111157040742400) ### 2023-05-22 23:03 UTC · RETWEET > RT @evert_scott: Shoutout to @mogmachine who is always building. > I asked him to add a visualisation of 'Total of delegated stake' and withi… Likes 0 · Reposts 6 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1660783554757013504) ### 2023-05-17 13:49 UTC · RETWEET > RT @AIZorr0: @beffjezos There’s no stopping permission-less incentivized distributed multi-modal collective intelligence $tao Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1658832222303195137) ### 2023-05-15 22:50 UTC · RETWEET > RT @CreativeBuilds: here is a preview of the website I'm working on which will be fully open source in the coming weeks > > simple right now w… Likes 0 · Reposts 48 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1658243533265047552) ### 2023-05-15 15:45 UTC · RETWEET > RT @alexandervaru: Fine tuning our first model to contribute intelligence to the Bittensor Network > > @opentensor $TAO https://t.co/qZR3AIARLo Likes 0 · Reposts 18 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1658136581952393218) ### 2023-05-09 06:10 UTC · RETWEET > RT @Francis_YAO_: Aligning LLaMA by instruction tuning takes just an hour, feels extremely easy🥳 > v.s. > Aligning GPT-4 took 8 months, accord… Likes 0 · Reposts 17 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1655817433385689088) ### 2023-05-08 01:07 UTC · RETWEET > RT @whyarethis: Final note. We really REALLY want to avoid an AI hegemony. Our current media hegemony was bad enough. Please let’s avoid a… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1655378885385781249) ### 2023-05-07 01:34 UTC · RETWEET > RT @ylecun: @erikbryn @elonmusk @SmokeAwayyy With open-source LLMs popping everywhere, I wish him luck. > People are seeing LLMs as a basic i… Likes 0 · Reposts 65 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1655023143348764672) ### 2023-05-07 00:09 UTC · RETWEET > RT @jordnb: In a few years time, there will be ~3 large enough players that can afford the compute needed to train them (think CapEx of a c… Likes 0 · Reposts 2 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1655001821625323520) ### 2023-05-05 09:41 UTC · RETWEET > RT @KevinAFischer: I love this - we absolutely need innovation on llm benchmarking. Our typical benchmarks don’t capture what a human can f… Likes 0 · Reposts 3 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1654421083490242561) ### 2023-04-21 14:00 UTC · RETWEET > RT @willdepue: ⚡️Introducing WebGPT⚡️ > > Just this month, Chrome announced WebGPU's release. What does this mean? Near-native GPU speeds, fro… Likes 0 · Reposts 601 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1649412767911165959) ### 2023-04-17 22:08 UTC · RETWEET > RT @CreativeBuilds: Been having this idea for a little bit now, decided to sketch out after I saw Tek's tweet > > Uses a "Generate, Summarize,… Likes 0 · Reposts 5 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1648086016152989696) ### 2023-04-17 20:40 UTC · RETWEET > RT @teknium: Some people are trying to be the priest class of AI and Im not here for it Likes 0 · Reposts 11 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1648064009625653256) ### 2023-04-15 14:00 UTC · RETWEET > RT @EMostaque: Swarm Intelligence > AGI Likes 0 · Reposts 40 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1647238591070842880) ### 2023-04-13 23:19 UTC · RETWEET > RT @teknium: My very good friend fine tuned ALPACA-13B for everyone to use, and finished tonight! It's up on HuggingFace to download now!… Likes 0 · Reposts 54 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1646654258941509637) ### 2023-04-13 14:34 UTC · RETWEET > RT @teknium: You can now create LORA's on int4 quantized models like Llama with just 6GB of VRAM. While I don't think they will be "SOTA"… Likes 0 · Reposts 16 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1646522258536685572) ### 2023-04-12 13:57 UTC · RETWEET > RT @ErikVoorhees: Gov regulates food; population is grossly unhealthy > > Gov regulates healthcare; costs skyrocket > > Gov regulates drugs; fen… Likes 0 · Reposts 1077 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1646150597131882496) ### 2023-04-12 13:29 UTC · RETWEET > RT @KevinAFischer: I was inspired by the Simaculra paper and thought: > > What if I could talk with a self-reflecting agent? Would it feel mor… Likes 0 · Reposts 39 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1646143598474166272) ### 2023-04-11 11:59 UTC · RETWEET > RT @amasad: The ultimate test for an LLM agent is to make money. Likes 0 · Reposts 27 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1645758518534758400) ### 2023-04-07 10:08 UTC · RETWEET > RT @real_alethea: Most Centralized AI is censored as per the values of a single entity. > > Decentralized AI enabled through Web3 is essential… Likes 0 · Reposts 12 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1644281106563227648) ### 2023-04-05 20:04 UTC · RETWEET > RT @zooko: Who is building an AI where I am the owner, not the product? https://t.co/Pf5UMWbcCV Likes 0 · Reposts 60 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1643706308380487683) ### 2023-04-05 20:04 UTC · RETWEET > RT @POTUS: Artificial Intelligence has enormous potential to tackle some of our toughest challenges. > > But we must address its risks. > > That'… Likes 0 · Reposts 984 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1643706108169551875) ### 2023-04-04 09:49 UTC · RETWEET > RT @jbrukh: I'll just put my stake in the ground now on AI. > > 1. I think LLM's innovation curve will lead to AGI. > 2. It's very obvious now t… Likes 0 · Reposts 37 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1643188920497197064) ### 2023-03-26 15:37 UTC · RETWEET > RT @punk6529: it is very important that crypto exists in a world of AI Likes 0 · Reposts 122 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1640015099887771651) ### 2023-03-05 23:20 UTC · RETWEET > RT @percyliang: While instruction tuning is clearly necessary for producing usable interfaces like ChatGPT, the "magic" of language models… Likes 0 · Reposts 48 · Quotes 0 · Replies 0 · [link](https://x.com/const_reborn/status/1632521497091735553)