Botao 'Amber' Hu @bah_eth
researcher & designer running @realitydeslab interested in #DeAI #Protocol #ALife #MoreThanHuman @uniofoxford phd @stanford alumni @holokit inventor botao.hu realverse Joined December 2008-
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New book The Laws of Thought is out tomorrow! Just as Algorithms to Live By introduced ideas from computer science through their applications in everyday life, the Laws of Thought introduces ideas from cognitive science and AI through the stories of the people who created them.
1/🧵 We are very excited to release our new paper! From Entropy to Epiplexity: Rethinking Information for Computationally Bounded Intelligence arxiv.org/abs/2601.03220 with amazing team @ShikaiQiu @yidingjiang @Pavel_Izmailov @zicokolter @andrewgwils
We introduce epiplexity, a new measure of information that provides a foundation for how to select, generate, or transform data for learning systems. We have been working on this for almost 2 years, and I cannot contain my excitement! 1/7
1/🧵 We are very excited to release our new paper! From Entropy to Epiplexity: Rethinking Information for Computationally Bounded Intelligence arxiv.org/abs/2601.03220 with amazing team @ShikaiQiu @yidingjiang @Pavel_Izmailov @zicokolter @andrewgwils
Vibe Coding Robotics Part 6 Built a Theo Jansen's Strandbeest simulator to see how an AI models handle complex linkage systems Built with Gemini 3 UI generated with Nano Banana More details ↓
I’m optimistic about “consortium consistency” - combining responses from different LLMs. I expect many AI use cases where minimising hallucinations + low cost will be more important than frontier reasoning performance, which these approaches might be good for.
🚨New Paper 🎻 On Bob Dylan: A Computational Perspective In this work, I use LLM (o3) to explore how @bobdylan's ever-evolving lyrical themes break expectations and challenge convention (i.e., dishabituation). This method can be used an artist’s cultural and creative evolution in general.
New @AIatMeta paper explains when a smaller, curated dataset beats using everything. Standard training wastes effort because many examples are redundant or wrong. They formalize a label generator, a pruning oracle, and a learner. From this, they derive exact error laws and sharp regime switches. With a strong generator and plenty of data, keeping hard examples works best. With a weak generator or small data, keeping easy examples or keeping more helps. They analyze 2 modes, label agnostic by features and label aware that first filters wrong labels. ImageNet and LLM math results match the theory, and pruning also prevents collapse in self training. ---- Paper – arxiv. org/abs/2511.03492 Paper Title: "Why Less is More (Sometimes): A Theory of Data Curation"
⚫️ I threw the data from Merge by @muratpak into Unreal Engine to visualize all 29k m tokens and 3k+ merges in real-time 3D. Switching between the beginning vs now to show how things changed in 4 months. Not sure where to take this yet...would be fun to let everyone try it!
Sakana AI is building artificial life and they can evolve! Petri Dish Neural Cellular Automata (PD-NCA) let multiple NCA agents learn and adapt during simulation, not just after training. Each cell updates its own parameters via gradient descent, turning morphogenesis into a living ecosystem of competing, cooperating, and ever-evolving entities—showing emergent cycles and persistent complexity growth. Petri Dish Neural Cellular Automata Sakana AI Paper: pub.sakana.ai/pdnca/ Project: github.com/SakanaAI/petri… Our report: mp.weixin.qq.com/s/P4-KBMHzH3am…
Everyone's trying to create the perfect standard for agents. We follow the opposite approach: we pick small, specific problems and standardize those. Glad to announce the creation of the Lightweight Standard Agent Working Group!
Tired to go back to the original papers again and again? Our monograph: a systematic and fundamental recipe you can rely on! 📘 We’re excited to release 《The Principles of Diffusion Models》— with @DrYangSong, @gimdong58085414, @mittu1204, and @StefanoErmon. It traces the core ideas that shaped diffusion modeling and explains how today’s models work, why they work, and where they’re heading. 🧵You’ll find the link and a few highlights in the thread. We’d love to hear your thoughts and join some discussions! ⚡ Stay tuned for our markdown version, where you can drop your comments!
More interposer fun, this time with DDR5 memory. Breaking TDX, SGX, SEV and even Nvidia TEEs. Checkout our work at TEE.fail, and get a personally-signed Intel attestation report at @TeeDotFail.
Announcing AI for Public Goods Fast Grants (AI4PG) - Up to $10K for AI research improving public goods funding. Fast review (2-3 weeks), simple applications (4 pages + 1 budget page), open to any researchers worldwide. Call for reviewers now open! recerts.org/ai4pg2025
Daydreams supports ERC-8004 as the trust layer to accelerate agent to agent commerce. Here’s a two-minute briefing on the benefits, how it works, and why it amplifies the utility of x402 payment rails ↴
Morning stroll into a @theworldlabs portal. I picture a future where you describe your environment and it instantly materializes around you.
The most momentous shift in our understanding of the universe arguably predated Copernicus. The breakthrough wasn't moving the origin of the coordinate system from the Earth to the Sun, but the radical 6th century BCE idea that Earth floats in space like other celestial bodies.
If you are at #cscw25 please join us for the #socialagentics sig to share thoughts on #agenticai - Tues, the 21st, 11-1230 in the Peer Gynt salon! (How appropriate!)
@mdogadogan We have programmable money (blockchain) and programmable intelligence (agents). Now we should explore what might happen if reality itself could be reprogrammed (XR).
You can code music. Incredible.
Eddie Xie @eddiex
3K Followers 2K Following ex-staff engineer @ twitter🫡 Start up guy. Built two startups and a few products. Interested in Distributed System, ML Infra. blog: https://t.co/6bGqFw3en4
electronic Max @emax
4K Followers 4K Following Max Van Kleek–Assoc Prof @CompSciOxford, a16z speedrun sr006, Scientist/Builder/Founder, Human-AI Interaction, Future of Work. 🇺🇸/🇬🇧 🌈
DΞADSTOCK @0xDeadstock
817 Followers 748 Following most digital art won’t matter collecting what might museum ↓ https://t.co/IlJ0l4FjRw
Frank Flux | SmackMan... @Featurefrank
2K Followers 2K Following Art Collector | Curator | NFT & Crypto Nerd | Co-Founder @collective_flux @neonreal_gallery | Burner | Metamodernist | PFP: @xcopyart | Banner: @money_alotta
Linjiehai @linjiehai
1 Followers 56 Following
Wenbin Tang @wenbint
175 Followers 78 Following
Xuanqiang Angelo Huan... @x_angelohuang
43 Followers 96 Following Cooperative AI - Contracts and Sociality - Building Multi Agent AI infrastructure
jt @trev3d
3K Followers 3K Following
Theophilus Ige @TheOphige
341 Followers 4K Following ML Research + Blockchain Protocol + ZK =? DeAI 🦀
何流 | Liu He @HeLiuLeo
9K Followers 5K Following Research Fellow @HooverInst. Host @ Peking Hotel & @Jifengbooks. 季风播客主持人. A polemicist grew up in China and UK, building a united front against bullshit
Toymaker Jones @Kybervaul
199 Followers 780 Following Building my way out of the Matrix, but I keep getting distracte—🐿️ toymakerjones.base.eth
Hanjun Xiao @HanjunXiao
13 Followers 65 Following
davidad 🎇 @davidad
23K Followers 9K Following cognizing structures of information processing systems, in all their forms | category theory, perennial philosophy, Bodhitropic Alignment | cancel heat death
vincent @icanc4
2K Followers 343 Following he/him | micro managing @uwrealitylabs | i study software at @uwaterloo
Steve Zhong @stevestevezhong
346 Followers 2K Following Talk is cheap, SHOW ME THE MONEY: https://t.co/f2oJOUd4eF Previously @ycombinator @harveymudd 🚀
Caro @caronetics
1 Followers 48 Following
Haichen Shen @shenhaichen
7K Followers 1K Following
Moxie @MoxieMa11
0 Followers 32 Following
feliciytttty @kkkkdomkkkk
0 Followers 725 Following
Echo base.eth @thia84453
576 Followers 970 Following Crypto educator harvesting sustainable returns Sahara #0255735
Richard Elite @johanlao
3K Followers 5K Following Recruitment & Executive Search | People & Culture | Crypto | Blockchain | Web3.0 | Fintech | Online Gaming | GambleFi | Scaling | Hiring | Award-Winning Crypto
綾瀬 さくら @8tq1veaxgk8974
1 Followers 418 Following 現在、アルバイトの募集をしています。 日給6,000円～30,000円（全額日払い） 勤務時間30～90分、空いた時間で収入アップ可能 お問い合わせLINE追加 ：https://t.co/dgoZjjsIRh
K Mayer @Ktmayer9
48 Followers 112 Following
Shayra @shayraantia
122 Followers 70 Following Data Privacy stack for Gen AI | Media Personality | VC-backed | I love building products that are special and solve problems
Marsuz base.eth @rafapinton766
626 Followers 1K Following Web3 educator storytelling in crypto space
Moonster @moonster319
8 Followers 148 Following Professional overthinker Occasional writer Web3 curious
Ogechi Effiong @EffiongOge23348
18 Followers 285 Following Virtual Assistant helping founders & growing teams reclaim 10–15 hrs/week. Handlimg emails, calendars, customer support & social media; so you can face growth.
Marko Stokić @markowifk
2K Followers 848 Following Head of AI @OasisProtocol; Contributor @ForbesCrypto ; Recovering Venture Capitalist p(doom) = 20% https://t.co/A34slPsayg #dontdie
高槻泉 @Twice2twotu
0 Followers 2 Following
Marcel B. @marcel_butucea
2K Followers 2K Following System Design & Architecture ⛷️ #iRresearcher #knowswhatAGIlookslike #theWorldisYourOyster
Karan Ahuja @realkaranahuja
3K Followers 793 Following Assistant Professor Comp. Science @NorthwesternU Sensing, Perception, Interactive Computing and Experiences (SPICE) Lab: https://t.co/WubfxDJczd
Solarpunk SΞΞD 🌱... @SolarpunkSEED
1K Followers 4K Following Science, Education, Exploration, Design. 実 Actualizing the #solarpunk #postcapitalist #commons. #DeSci. Free community fab lab café forming in Oregon!✨🌱🌈🌻
Mate DENES @mtgt_mtgt
15 Followers 256 Following
dawid @dawikowski
67 Followers 304 Following Solution Architect, Consulting and Technology. Basketball Fan. Prev. Intern @Microsoft & more. 🇩🇪🇵🇱
Holly Song @song_holly77
75 Followers 221 Following HCI+AI Phd student in @NUSingapore, focus on AI safety and multi-agent society, prev @MSFTResearch intern
Weiyan (Vivian) Shi @... @weiyanshi6
190 Followers 415 Following PhD Student @sutdsg | Multimodal Human-Centred AI | MSc @pku1898
evelyn @tapioca_press
2 Followers 77 Following
Lewis Hammond @lrhammond
1K Followers 2K Following Research Director @coop_ai / DPhil Candidate @CompSciOxford / Affiliate @GovAI_ / Fellow @TheWilsonCenter
Thomas Yao @ghosTM55
20K Followers 182 Following Hacker | Entrepreneur | Archer | Gamer | World Citizen
Eddie Xie @eddiex
3K Followers 2K Following ex-staff engineer @ twitter🫡 Start up guy. Built two startups and a few products. Interested in Distributed System, ML Infra. blog: https://t.co/6bGqFw3en4
Song Han @songhan_mit
10K Followers 203 Following
Chun @satofishi
98K Followers 344 Following Documenting my travel to every country/territory in the world following ISO 3166: 60% (150 of 249) on 1 planet/moon(s) done and counting…
Hao Chen @haoel
125K Followers 1K Following MegaEase Inc. Founder | Computer Science | Cloud Native | Software Architect | Blogger | Consultant | Lifelong Learner | Critical Thinking｜芝兰生于深谷，不以无人而不芳
0xkevin (🖤 , 💙) @0xKevin00
65K Followers 6K Following 𝐊𝐞𝐯𝐢𝐧 の撸毛日记｜Airdrop thread｜TG: Kevin00btc｜#OKX WEB3钱包减免手续费链接：https://t.co/yFYN0GOofW 邀请码：0xkvein00
Azim Shariff @azimshariff
4K Followers 315 Following Professor and Canada 150 Research Chair of Moral Psychology at the University of British Columbia
Xuanqiang Angelo Huan... @x_angelohuang
43 Followers 96 Following Cooperative AI - Contracts and Sociality - Building Multi Agent AI infrastructure
Michiel Bakker @bakkermichiel
4K Followers 1K Following LLMs, AI for cooperation, and AI Safety. Assistant Prof @MIT. Research Scientist @GoogleDeepMind.
⿻ Audrey Tang 唐�... @audreyt
276K Followers 214 Following 🇹🇼 Cyber Ambassador, 1st Digital Minister (2016-2024) & 🌐 1st 🏳️⚧️ cabinet minister.
Christian Schroeder d... @casdewitt
2K Followers 1K Following EPSRC Open Fellow (incoming) + RAEng RF + Schmidt AI2050 ECF, University of Oxford. Agentic Safety & Security / Multi-Agent Security.
summerfieldlab @summe... @summerfieldlab
8K Followers 864 Following Investigating the mechanisms that underpin human learning, perception and cognition, headed by Chris Summerfield
Brett Winton @wintonARK
210K Followers 592 Following Chief Futurist @ARKInvest. ARK Venture IC. Welcome to the Great Acceleration. https://t.co/UmaWM7EXKR
Owain Evans @OwainEvans_UK
20K Followers 446 Following Runs an AI Safety research group in Berkeley (Truthful AI) + Affiliate at UC Berkeley. Past: Oxford Uni, TruthfulQA, Reversal Curse. Prefer email to DM.
Natalie @livinoffwater
7K Followers 1K Following Building cute, open source, physical AI pet robots @plaipinHQ
Irvin (in Japan 🇯�... @irvinxyz
14K Followers 4K Following Robotics. Prev robots @Mysten_Labs ; Prev autonomy @NASA, Prev blockchain @GoldmanSachs. Thinking @Metaplex | Gaming & Investments @OpenDiveHQ
Waki Kamino @KaminoWaki
426 Followers 886 Following PhD student @CornellInfoSci in Human-robot interaction | コーネル大学 PhDーロボットの研究 | affiliated & previously @IULuddy
Bhanu Teja P @pbteja1998
56K Followers 2K Following Founder @SiteGPT and @MCHQ_AI • Previously built and exited Feather for $250K • Tweeting about SiteGPT's journey from $10K MRR → $1M ARR.
Chinmaya Shankar @classicchins
771 Followers 1K Following Entrepreneur | Generalist, bootstrapping micro-venture studio with AI | Agency & SaaS Founder | Here to share, learn and improve. Have nothing to prove 🫡
Jacob Klug @Jacobsklug
33K Followers 1K Following Building AI-native agencies. CEO @ https://t.co/z3PEeohxf2
Ix Shells ( • •) @ix_shells
20K Followers 2K Following //sound :-: visual #generativeart :: [email protected]
mrinank @MrinankSharma
40K Followers 565 Following poet // researcher may we each follow our threads everything has to do with loving and not loving -rumi
海伦子Hellen @peng_hellen
23K Followers 468 Following Fan of Tesla and SpaceX . Cat person. $TSLA investor since 2014, $RKLB 2021. Mum of three. Australian licensed real estate agent. Youtuber
Marcel B. @marcel_butucea
2K Followers 2K Following System Design & Architecture ⛷️ #iRresearcher #knowswhatAGIlookslike #theWorldisYourOyster
落合陽一 Yoichi O... @ochyai
605K Followers 5K Following MediaArtist, Ph.D, Prof, null² ocy.eth Head of: @labDNG @xDiversity_org @pixiedusttech @expo2025_null2 cat:#トラ彦 @ochiai_manage https://t.co/e7IE0oM9UF YGL @wef
PMX @pmx_trade
15K Followers 161 Following Permissionless prediction market launchpad powered by @MeteoraAG. Telegram: https://t.co/GbXiiOYzGS Tg bot for polymarket: https://t.co/WQyCnjpcvv
cogsec @affaan
32K Followers 889 Following ETFs for Prediction Markets @ito_markets | B={(eᵢ,wᵢ)}; Vᴮ=Σᵢwᵢℙα(eᵢ=1) | Creator of ECC: The OSS Agent Meta-Harness (#21 GH)
Marc Finzi @m_finzi
3K Followers 345 Following Research scientist at OpenAI. Previously postdoc at CMU and PhD at NYU.
LF Decentralized Trus... @lfdecentralized
76K Followers 5K Following Trust in a decentralized world. The open source foundation for decentralized technologies
Dilum Sanjaya @DilumSanjaya
50K Followers 392 Following Software Engineer | Vibe Coding Robotics | Fun Interactive Science Apps 💡Open Source Projects https://t.co/02nVJK3OQK https://t.co/fzTHdVmiYr 🎬 https://t.co/cOGQInDnYV
0xSakura.Ai🌸 @0xsakura666
21K Followers 1K Following AI Developer｜Build人生K线 @chartlife_ai @BNBCHAIN 命运可视化+预测+玄学Agent+社交，官网 https://t.co/XZ64GBJpHP 💪ALL in #AI | #玄学 |
Lewis Hammond @lrhammond
1K Followers 2K Following Research Director @coop_ai / DPhil Candidate @CompSciOxford / Affiliate @GovAI_ / Fellow @TheWilsonCenter
seph li @sephiroth_14
184 Followers 106 Following mostly London. makes art and writes code. None of my work is available as NFTs.
jianlin.su @Jianlin_S
8K Followers 21 Following Grad&Clip&EM is all you need @Kimi_Moonshot Blog: https://t.co/YVxsWylklA , Cool Papers: https://t.co/scS1n1oyaO Interesting link: https://t.co/7Tl4HaVajh, https://t.co/Y5qaxAA9Iy
Xuhui Zhou @nlpxuhui
2K Followers 799 Following PhD student @LTIatCMU. Previously, @openhandsdev, @allen_ai, @UWNLP, @Apple, @UCBerkeley; Social Intelligence in language +X.
Yuxuan Li @YuxuanL_
478 Followers 256 Following 2nd-year Ph.D. Student @cmuhcii @SCSatCMU Research Intern @ms_aifrontiers @MSFTResearch Previously: B.S. in CS @Tsinghua_Uni | Research Intern @UCBerkeley
WAMO2026 | Chiangmai ... @Wamo_topia
2K Followers 112 Following Wamotopia is a decentralized pop-up city where global communities live, work, and create together
Samuele Marro @MarroSamuele
616 Followers 316 Following DPhil student at Oxford's AIMS CDT. Building communication protocols between agents w/ @OxfordTVG and @Microsoft. Head of @idai_institute.
Internet of Shit @internetofshit
404K Followers 235 Following screw it, put a chip in it. say hello: [email protected]
Silke Noa @silkenoa
3K Followers 3K Following crypto law+code | sovereign justice design @blockchaingov | board @DCF_io | ex CLO @gnosisDAO @LSEMaths @StanfordLaw
hww.eth | Hsiao-Wei W... @hwwonx
21K Followers 349 Following
timtimtim @timtimtim_eth
8K Followers 4K Following Building @Creader_io Ex - @StoryProtocol, @FLock_io My blog https://t.co/hyUlH15dSI
Prashant Garg @Prashant_Garg_
4K Followers 3K Following Postdoc @Cambridge_Uni. Joining @Unibocconi in Fall’26. PhD @ImperialCollege. My Research = economic measurement + networks + AI + Innovation.
Sasha Stiles | AI alt... @sashastiles
17K Followers 7K Following lifelong language artist • more-than-human poet • traveling bard • @museummodernart @artbasel @gucci @ChristiesInc @theverseverse @harvard @uniofoxford
Emre Tanırgan @emretanirgan
2K Followers 1K Following XR Dev + Artist building @ParadiddleVR / Previously at Magic Leap & Disney Imagineering / Imported from İstanbul
glitch @glitchmarfa
5K Followers 66 Following an analog gallery for digital objects. curation team: @magey_mage, @maltefr_eth, @derekedws
maltefr @maltefr_eth
3K Followers 1K Following building @glitchmarfa / everything is computer / prev @tributelabsxyz /💍
Beacon Labs @beaconlabs_io
288 Followers 3 Following Research & Development team for a positive sum world through exploring inclusive coordination design. Spun out from @wecandaoit @wecandaoit_jp
DeAgentAI @DeAgentAI
277K Followers 128 Following Largest AI infra on SUI/BSC/BTC. Deploy autonomous AI Agents with identity, continuity & consensus. Make AI smarter.You might like
