Derek Jedamski @_jedamski
Turning coffee into code by day, raising two tiny humans by night. Buffalo sports fan by (questionable) choice. Constantly exploring the frontiers of ML. Rochester, NY Joined September 2009-
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I don't want to chat to an anthropomorphised robot I want to distill all of my sensory input and actions into feature space and augment myself with it in ways we haven't even thought of yet
🌟 Excited to share that our paper, “From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models”, has been accepted by #NeurIPS2025! Huge thanks to my coauthors @BernhardKainz1 and Weitong Zhang on this wonderful work!
It really does not have to be this way.
It really does not have to be this way.
Am I using NotebookLM wrong? I love the concept - dump project docs, research, prep materials into one place and use it to answer questions, tie ideas together, etc. But the outputs feel too generic/unfocused for what I need. Anyone cracked the code on this or is there a…
Decentralized DL projects built on top of Hivemind (github.com/learning-at-ho…): * node0 by @PluralisHQ * OpenDiloco by @PrimeIntellect * rl-swarm by @gensynai If you know any others, please share them with me! Would love to help more researchers interested in this field
With SWARM, we've shown back in 2023 that pipeline-parallel training over the Internet is feasible: x.com/m_ryabinin/sta… IMO pure data parallelism isn't enough if we want to train truly big models outside of clusters. To the best of my knowledge, @PluralisHQ are the only ones…
With SWARM, we've shown back in 2023 that pipeline-parallel training over the Internet is feasible: x.com/m_ryabinin/sta… IMO pure data parallelism isn't enough if we want to train truly big models outside of clusters. To the best of my knowledge, @PluralisHQ are the only ones…
Fault-tolerant pipeline parallelism (SWARM/Petals-style) with compression, scaled to an open pretraining run! On a personal note, I'm really glad that Hivemind powers a few parts of this project — both for pipelines and for robust data parallelism
Fault-tolerant pipeline parallelism (SWARM/Petals-style) with compression, scaled to an open pretraining run! On a personal note, I'm really glad that Hivemind powers a few parts of this project — both for pipelines and for robust data parallelism https://t.co/bnXZAapHqV
Wrapping up week 4 at @gensynai. Verdict: 🌎 The ambitious world-shaping mission is real, pursued unabashedly with conviction ⚡️ Incredibly talent-dense team that moves fast and ships, the bar is high 🏆 Exciting, novel work across the stack (see #1 paper of the day, week, and…
#1 paper of the day, week, and month for @gensynai on @huggingface. Just 2 years ago, advocating for decentralised training strategies was non-consensus! 👇
#1 paper of the day, week, and month for @gensynai on @huggingface. Just 2 years ago, advocating for decentralised training strategies was non-consensus! 👇 https://t.co/RT2mzB6oyA
Paper -> arxiv.org/abs/2509.08721
In our open source demo, thousands of @gensynai community members trained models on a range of models and devices. After approximately 175 training rounds, the performance of models in the swarm significantly outperform models in silo. Below, red == adjusted p-value > 0.05.
Decentralized RL with SAPO lets every node, no matter the hardware or model, contribute to collective learning in an efficient and effective way. Use your favorite model on your own hardware with your own rewards and sampling strategy! Key result: SAPO achieved cumulative…
Decentralized RL with SAPO lets every node, no matter the hardware or model, contribute to collective learning in an efficient and effective way. Use your favorite model on your own hardware with your own rewards and sampling strategy! Key result: SAPO achieved cumulative… https://t.co/NJcgoNX5Op
BlockAssist v0.1.0i s live 🧱 Updates include: - Pretty colors - Use a single repository for HuggingFace - Fix for the 100% completion crash To update, please wipe & reclone BlockAssist, then follow the official guide here 👇 github.com/gensyn-ai/bloc…
the first fully autonomous AI prediction market has settled onchain - demonstrating programmatic alignment of ML models towards truth with no human involvement AI nodes can now claim their points and assess their performance against other nodes on the leaderboard
the first fully autonomous AI prediction market has settled onchain - demonstrating programmatic alignment of ML models towards truth with no human involvement AI nodes can now claim their points and assess their performance against other nodes on the leaderboard https://t.co/63iUUcfBfC
1/ The opening Judge market has officially settled! ⚖️ Over 21,000 participants placed more than 240,000 bets in the first-ever AI-settled prediction market.

Chad DeDominicis @CMDeDominicis
18K Followers 716 Following Analytician. Coloring book GM. Host of Expected Buffalo Podcast | Founder @ExpectedBuffalo | @diebytheblade | views/opinions are my own
Italian Christmas Dah... @xBuffaloAnth
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Ben Mathewson @Ben_Mathewson
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The Charging Buffalo @TheChargingBUF
22K Followers 376 Following Independent media company covering the Buffalo Sabres
Tweets by Sneaky Joe @SneakyJoeSports
31K Followers 1K Following Mornings 6-10 on @WGR550 | @LockedOnSabres | Buffalo Bills Radio Network Pregame | Self-appointed President of the Maxim Afinogenov Fan Club ⚫️🔴
Sabremetrix📊 @Sabremetrix
11K Followers 822 Following Tweeting/writing about hockey, analytics, and prospects | @TheChargingBUF @SabremetrixPod
Brayton J. Wilson @BraytonJWilson
12K Followers 2K Following News: @WBEN. Sports: @WGR550. Top Gun enthusiast. Approver of ties. Tracker of #HowardPicksTheBills. #WhatIsInterference?
Kris Baker @SabresProspects
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Matthew Coller @MatthewColler
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857 Followers 716 Following
Die By The Blade @diebytheblade
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B🥂 @BLMC88
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Alison @AlisonL
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536 Followers 407 Following Sabres, Bills, Chelsea FC, Brewers, Purple Eagles
Josh (garik16) - Find... @garik16
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SabreTête 🇨🇦 �... @SabreScalpel
964 Followers 704 Following Sabres, Bandits, Bills, J's. Provincial ER doc. Born in Quebec, raised in Buffalo. Former pigeon. Tweets are mine, not always my conscience. Bark at the moon. ⚜
Catherine @Catherine90103
186 Followers 6K Following In the eyes of my friends, I am a person who is understanding, responsible and humorous. I admire partners who are genuine, kind and responsible, and I hope to
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Unicorn独角兽 @dUnicornPepe
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Stephen Colbert @StephenCore135
1K Followers 944 Following Always believe in consistency and hard work.. @nillionnetwork core community, Defi researcher and Node runner. My opinions are mine :-)
AmaD 🧬 @MinBanyarRitto
820 Followers 3K Following Study @gensyn_hub @gensynai @boundless_xyz Hustle, loophole, Cycles.
AlbertaBacon @2EHFa7n0cy7qts6
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Rohit Sen @ask_rohitsen
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576 Followers 23 Following
Srosea @Srosea647603
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59 Followers 3K Following
Chris Covington @_ChrisCovington
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SHIVA @shiva_0_0_
198 Followers 2K Following
KHAMMAL (❖,❖) @KHA_MMAL
2K Followers 2K Following 𝐓𝐡𝐫𝐞𝐚𝐝 𝐖𝐫𝐢𝐭𝐞𝐫 ➠ 𝐀𝐦𝐛𝐚𝐬𝐬𝐚𝐝𝐨𝐫 ➠ 𝐏𝐫𝐨𝐭𝐨𝐜𝐨𝐥 𝐓𝐞𝐬𝐭𝐨𝐫 ➠ 𝐓𝐆:- https://t.co/9STmz1sPnj
Ash @0xAshcry
752 Followers 6K Following j4rannode 🌯 “Securely validating one block at a time since 2023”
Gensyn_CN @Gensyn_CN
267 Followers 36 Following Gensyn中文交流社区 测试网:https://t.co/b7OFDGRkj0 DC社区:https://t.co/9kjgH0EjOX TG中文社区:https://t.co/I72OF2PQWI 微信公众号:Gensyn CN
Gabriel P. Andrade @gab_p_andrade
151 Followers 129 Following Researcher @GensynAI. Working on multi-agent RL, game theory, alg econ, and decentralized learning.
JnoiBurt @JnoiBurt
214 Followers 459 Following Not everything needs to be understood, just be yourself
Austin @austinvirts
85K Followers 38 Following Marketing Lead @ @gensynai | prev Solana & Aptos 🌊 Likely surfing
António Gonçalves @antonioshrugged
801 Followers 3K Following Smart Contracts @GensynAI. Objectivist 🗽 Startup Nations 🌇
༒ Spike༒ |xyz @spike__xyz
331 Followers 599 Following Exploring web3 and learning about AI💎| Contributing to @gensynai . Gensyn is building The Network For Machine Intelligence.
Malix777 @MSGGAMER1091
707 Followers 3K Following 🪂 Legendary Looter | ⚡ Node Runner | 🎮 Gaming + Tech 🔧 | 🚀 Web3 Alpha Hunter | 🇵🇰 TG : https://t.co/UM35PROhyQ
AI_CryptoWhiz @tech466
857 Followers 1K Following farcaster: Cryptotecho.base.eth | OG @gensynai | contributing @openmind_agi | | playing 🎲 @playAInetwork |
OldGir l🦭/acc @strakovichilnur
84 Followers 468 Following
Abdulrahman Awwal @Abdulrahma55487
3 Followers 31 Following
Greg Ceccarelli @gregce10
810 Followers 346 Following Co-Founder @specstoryai. Chief link shrink: https://t.co/jWOIwa4He2. Organizer D.C. AI Tinkerers.
Corey @GhostLabs @corey_builds
40 Followers 327 Following Software Engineer. Indie Game Dev. Builder. AI Explorer. Founder @ghostlabs_dev One day #sabres, one day. https://t.co/hfSgtDko4h
April S @RapidLawnBreast
288 Followers 428 Following handle=anagram. Executive Assistant @ Gensyn. Tweet about my kids, junk food, books, tech, cats, ATL, ADHD and anything that comes to my brain
Austen Wehner-Schmidt @WehnerAust79623
113 Followers 5K Following
Wecalw @Wecalw5376990
121 Followers 3K Following
Tommy @yeahfortommy
1K Followers 976 Following Research @Plaintext_cap prev. @FoundryServices @DCGco Middlebury College Basketball ‘21
Gretel, Vega. @Vrarsrie18173
29 Followers 995 Following
Zang @SplezzzK
146 Followers 382 Following Researcher in Defi, DeAI, and Market Design @gensynai & PhD candidate @ UTokyo
Chad DeDominicis @CMDeDominicis
18K Followers 716 Following Analytician. Coloring book GM. Host of Expected Buffalo Podcast | Founder @ExpectedBuffalo | @diebytheblade | views/opinions are my own
Italian Christmas Dah... @xBuffaloAnth
7K Followers 632 Following Yvon Lambert lookalike at @ExpectedBuffalo & @xBuffaloPod. I'm not for everyone.
Ben Mathewson @Ben_Mathewson
5K Followers 246 Following A&R Admin at Ultra Records/Sony Music | Former label manager at Ropeadope | mostly sabres and movie tweets
Chris Ostrander @2ITB_Buffalo
7K Followers 198 Following Host of The Instigator Podcast with Buffalo and Buffalo sports musings found at https://t.co/mVNNErODFT | #GoalieUnion
Del Reid 🦬 @DelReid
90K Followers 4K Following Jesus 1st | Husband | Father | #BillsMafia co-founder | Runs @26shirts | 2023 @BuffaloBills Fan of the Year | Hosting @MafiaFamilyTies | Sci-Fi and Superheroes
EvolvingWild @EvolvingWild
30K Followers 881 Following Account run by Josh and Luke - we're twins! | Creators of @EvolvingHockey - Subscribe here: https://t.co/8CnI4mPExA
Tweets by Sneaky Joe @SneakyJoeSports
31K Followers 1K Following Mornings 6-10 on @WGR550 | @LockedOnSabres | Buffalo Bills Radio Network Pregame | Self-appointed President of the Maxim Afinogenov Fan Club ⚫️🔴
Micah Blake McCurdy @IneffectiveMath
41K Followers 1K Following Mathematician and freelance data visualization with focus on NHL. [email protected]. Subscribe for early access to charts at https://t.co/RtXXerRl3I. He/him.
YardsPerPass @YardsPerPass
28K Followers 449 Following Bills stats & breakdowns & other football thoughts and views Gifs used according to the Copyright Act of 1976, 17 U.S.C. § 107 Owner of the 1st ever Bills NFT
Sabremetrix📊 @Sabremetrix
11K Followers 822 Following Tweeting/writing about hockey, analytics, and prospects | @TheChargingBUF @SabremetrixPod
Brayton J. Wilson @BraytonJWilson
12K Followers 2K Following News: @WBEN. Sports: @WGR550. Top Gun enthusiast. Approver of ties. Tracker of #HowardPicksTheBills. #WhatIsInterference?
Rochester Americans @AmerksHockey
85K Followers 580 Following The official account of the 6x Calder Cup champion Rochester Americans 🏆 📺 Catch all the action on AHLTV on @FloHockey: https://t.co/TjlonqKoLH
Greg Cover 1 🏈 @GregTompsett
38K Followers 952 Following Cover 1 | Capologist | #BillsMafia | Generally likeable know-it-all | Large Human Enthusiast |
Mike Schopp @Schopptalk
53K Followers 987 Following 23rd year M-F 3-7 p.m. ET w/ @bulldogwgr. @wgr550 @audacy also seen on: @ShipChasing, @DeepEndFF1, @purpleinsider
Cover 1 @Cover1
35K Followers 7K Following Xs & Os of #Bills. Email [email protected]. Linktree: https://t.co/4SvlswfPvF. Handle ran by Owner @ErikJTurner.
Zach @ZCarr39
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Alison @AlisonL
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536 Followers 407 Following Sabres, Bills, Chelsea FC, Brewers, Purple Eagles
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Timo Riske @PFF_Moo
32K Followers 114 Following Mathematician, Data science @PFF. A simple mind thinks everything that didn't happen couldn't have happened. Tweets/opinions are my own.
leloy! @leloykun
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maharshi @mrsiipa
41K Followers 867 Following ml perf @fal - learning deeply about life one gradient step at a time - personal blog: https://t.co/TYdFfUBImf
kache @yacineMTB
196K Followers 6K Following SPONSORED BY FORMLABS - https://t.co/90QFod1lcD - get your 3d printer TODAY prev eng @ x, stripe. yacine_kv on insta I write a subscriber only blog. Subscribe!
Alex Graveley @alexgraveley
38K Followers 1K Following Co-creator of GitHub Copilot, Dropbox Paper, AI Tinkerers, Hackpad, MobileCoin, Minion AI, etc. Working on Perplexity @Comet. Survivor 🎗️
Tri Dao @tri_dao
33K Followers 632 Following Asst. Prof @PrincetonCS, Chief Scientist @togethercompute. Machine learning & systems.
Shengjia Zhao @shengjia_zhao
52K Followers 231 Following Chief Scientist @ Meta MSL. Formerly MTS @ OpenAI, PhD @ Stanford. I train models. All opinions my own.
Dan Hendrycks @DanHendrycks
42K Followers 111 Following • Center for AI Safety Director • xAI and Scale AI advisor • GELU/MMLU/MATH/HLE • PhD in AI • Analyzing AI models, companies, policies, and geopolitics
Alexander Wei @alexwei_
24K Followers 195 Following Reasoning @OpenAI. Co-built CICERO @MetaAI | @Berkeley_AI PhD '23 | @Harvard '20
Yoshua Bengio @Yoshua_Bengio
26K Followers 211 Following Working towards the safe development of AI for the benefit of all @UMontreal, @LawZero_ & @Mila_Quebec A.M. Turing Award Recipient and most-cited AI researcher.
Chelsea Finn @chelseabfinn
83K Followers 399 Following Asst Prof of CS & EE @Stanford Co-founder of Physical Intelligence @physical_int PhD from @Berkeley_EECS, EECS BS from @MIT
Horace He @cHHillee
42K Followers 538 Following @thinkymachines Formerly @PyTorch "My learning style is Horace twitter threads" - @typedfemale
Sergey Levine @svlevine
110K Followers 133 Following Associate Professor at UC Berkeley Co-founder, Physical Intelligence
Jerry Tworek @MillionInt
23K Followers 702 Following Berry farmer @ OpenAI | o3, o1, GPT4, ChatGPT, Codex, Solved Rubik’s cube with robotic hand | cautious AI optimist
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15K Followers 358 Following Research @AnthropicAI. Previously @OpenAI, @DeepMind. Views my own.
Shane Legg @ShaneLegg
58K Followers 55 Following Co-founder and Chief AGI Scientist, Google DeepMind
Demis Hassabis @demishassabis
495K Followers 152 Following Nobel Laureate. Co-Founder & CEO @GoogleDeepMind - working on AGI. Solving disease @IsomorphicLabs. Trying to understand the fundamental nature of reality.
Greg Ceccarelli @gregce10
810 Followers 346 Following Co-Founder @specstoryai. Chief link shrink: https://t.co/jWOIwa4He2. Organizer D.C. AI Tinkerers.
Garry Tan @garrytan
609K Followers 5K Following President & CEO @ycombinator —Founder @Initialized—designer/engineer who helps founders—San Francisco Dem accelerating the boom loop—e/acc—technology brother
Hamel Husain @HamelHusain
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Chloe @chloesanham
168 Followers 92 Following
Gabriel P. Andrade @gab_p_andrade
151 Followers 129 Following Researcher @GensynAI. Working on multi-agent RL, game theory, alg econ, and decentralized learning.
Austin @austinvirts
85K Followers 38 Following Marketing Lead @ @gensynai | prev Solana & Aptos 🌊 Likely surfing
April S @RapidLawnBreast
288 Followers 428 Following handle=anagram. Executive Assistant @ Gensyn. Tweet about my kids, junk food, books, tech, cats, ATL, ADHD and anything that comes to my brain
anand iyer @ai
45K Followers 712 Following Decentralizing AI · Managing partner Canonical · Venture Partner Lightspeed · Core Contributor Few Shot · Father · Husband
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Rohan Pandey @khoomeik
40K Followers 2K Following descending cross-entropy to ascend entropy @PeriodicLabs || prev research @OpenAI @CarnegieMellon '23
Zang @SplezzzK
146 Followers 382 Following Researcher in Defi, DeAI, and Market Design @gensynai & PhD candidate @ UTokyo
Jesse Walker @jdubbnonna
274 Followers 266 Following Technical(ly a) Recruiter, writes software and makes banger food when I'm not working @gensynai
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Emily Donald @eaodonald
600 Followers 213 Following Head of Talent @Gensynai. Growing the team that is building the network for machine intelligence. Mom, Wife, Coach, & Problem Solver. Opinions are my own.
Dio Ortega @diogortega
1K Followers 4K Following Product @gensynai via @NEARProtocol, @Coinbase, @Google
Michael Straka @mstrakastrak
921 Followers 1K Following Software and cryptography. MS CS @Stanford. Catholic. Cryptography engineer working on decentralized AI @gensynai