Victoria X Lin @VictoriaLinML
MTS @thinkymachines | Native Multimodal Intelligence Prev: @AIatMeta @SFResearch • PhD @uwcse victorialin.org San Francisco Bay Area Joined December 2010-
Tweets1K
-
Followers4K
-
Following1K
-
Likes10K
🤔Can LLMs reason by sampling continuous thoughts — not just tokens? Introducing NF-CoT: Latent Reasoning with Normalizing Flows. It samples continuous chain-of-thoughts directly in the stream of LLM with exact likelihood -- powered by STARFlow. 🌐Page: nf-cot.vercel.app
An insanely technically challenging project has come to a glorious end! I can't emphasize the amount of hard work behind this effort which I hope will influence the trajectory of 3D perception
Big congrats to our SAM 3D team for receiving a Best Paper Honorable Mention at #CVPR26! This prestigious recognition underscores their incredible work pushing the boundaries of computer vision. Read the paper here: arxiv.org/abs/2511.16624
Excited to see 🌟 Mixture-of-Transformers (MoT) ideas continue to scale in native multimodal systems. nvidia.com/en-gb/glossary… In our MoT work, we explored modality-specialized transformer parameters as a path toward building more efficient multimodal foundation models with stronger scaling properties. Cosmos 3 is an impressive instantiation of this design space in physical AI — combining reasoning, world generation, and action within a unified architecture. Congrats to @NVIDIAAI and the broader team on this exciting open-source release! w/ @liang_weixin @liliyu_lili Liang Luo and the team
Cosmos 3 ties everything together. Previous releases separated world generation, physical understanding, and controlled scene generation. Cosmos 3’s MoT architecture unifies these capabilities by pairing an autoregressive reasoner tower with a diffusion-based generator tower.
@DimitrisPapail Imagine Erdos living in modern days
Why did Erdos have so many problems?
We’re bringing back Stanford’s CS25 Transformers course tomorrow! 🤖 It’s open to everyone (in-person + online). Weekly talks (every Thursday) from top AI researchers. One of Stanford’s most popular AI seminar courses. Don’t miss out! More info below 👇 (1/7)
We are offering grants of $100,000 + Tinker credits to researchers advancing the field of human-AI interactivity. Submit your proposals by June 19th! thinkingmachines.ai/news/interacti…
People talk, listen, watch, think, and collaborate at the same time, in real time. We've designed an AI that works with people the same way. We share our approach, early results, and a quick look at our model in action. thinkingmachines.ai/blog/interacti…
Working on the interaction models is a lot of fun at TML! I can't imagine doing that in a turn-based world. Building it from scratch makes a lot of things so much easier. I am very excited about the future of natively multi-modal, multi-stream, multi-task models.
Could @Waymo roll out a “working pod” series where you can comfortably set up your laptop and get work done during the ride?
My solo paper is accepted in ICLR'26 in Brazil. It discovers the training dynamics of grokking behaviors (phase transition memorization -> generalization) in basic settings, and derives provable scaling laws that enables such dynamics to happen. Unfortunately I won't be able to come to Brazil and present. Here is the poster I made, if people are interested to check: yuandong-tian.com/posters/poster… Will mention that paper in the upcoming invited workshop talks as well. Enjoy~
🚨New work: Provable Scaling Laws of Feature Emergence from Learning Dynamics of Grokking (arxiv.org/abs/2509.21519) In this work we propose a mathematical framework, named Li2, that explains the dynamics of grokking (i.e., delayed generalization) in 2-layer nonlinear networks.
@weiyaow1 @thinkymachines Welcome Weiyao! 🙌
@ysu_nlp @NeoCognition Congratulations @ysu_nlp 🎉
Not many PhD students know about compute grants, but they can make a huge difference. During my PhD, I got access to Stability AI's HPC cluster through a small proposal and used it for Self-RAG training. Great practical post by @_emliu!
wrote a guide on getting compute grants as a student, something I wish I did more at the beginning of my PhD. It's honestly one of the highest ROI things you can do as a student (we've gotten 100k+ gpu hrs for roughly 2 weeks of work writing). nightingal3.github.io/blog/2026/04/1…
Stunning crescent moon rising above Stonehenge this morning 🤩😍🌙 Photo credit Nick Bull 🙏 #moon #crescentmoon #sunrise #april #spring
Our parallel reasoning project ThreadWeaver is now open-sourced 🎉! Check out our Data Gen/SFT/RL recipe at github.com/facebookresear… In case you don't know, ThreadWeaver 🧵⚡️ is the first parallel reasoning method to achieve comparable reasoning performance to widely-used sequential long-CoT LLMs, with up to 3x speedup across 6 challenging tasks.
Grateful to Jensen and @nvidia team for their support. Together, we’re working to deploy at least 1GW of Vera Rubin systems, bringing adaptable collaborative AI to everyone. thinkingmachines.ai/nvidia-partner…
AK @_akhaliq
506K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi
Akari Asai @AkariAsai
22K Followers 936 Following Incoming Assistant Professor @SCSatCMU (Hiring Ph.D. students for Fall 2026) & research scientist @allen_ai OLMo. akariasai @ 🦋
Jim Fan @DrJimFan
460K Followers 3K Following NVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.
Jason Wei @_jasonwei
109K Followers 707 Following ai researcher @meta superintelligence labs, past: openai, google 🧠
Kyunghyun Cho @kchonyc
86K Followers 2K Following a mediocre combination of a mediocre scientist and a mediocre advisor at @nyuniversity (@CILVRatNYU)
Richard Socher @RichardSocher
120K Followers 1K Following Building self-improving superintelligence CEO @recursive_si and @youdotcom MP @aixventuresHQ Ex: Stanford Adj Prof, Chief Scientist at Salesforce, CEO MetaMind
William Wang @WilliamWangNLP
21K Followers 769 Following CEO & Founder, @AlphaDesignAI. We make https://t.co/1LfDYicsF2 I'm also Mellichamp Chair Prof. at UCSB CS. PhD @ CMU SCS.
Jacob Andreas @jacobandreas
24K Followers 947 Following Teaching computers to read. Assoc. prof @MITEECS / @MIT_CSAIL / @NLP_MIT (he/him). https://t.co/5kCnXHjtlY https://t.co/2A3qF5vdJw
Sam Bowman @sleepinyourhat
66K Followers 3K Following AI alignment + LLMs at Anthropic. On leave from NYU. Views not employers'. No relation to @s8mb. Into @givingwhatwecan.
Delip Rao e/σ @deliprao
69K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Tim Dettmers @Tim_Dettmers
46K Followers 905 Following Creator of bitsandbytes. Professor @CarnegieMellon and Research Scientist @allen_ai . I blog about deep learning and PhD life at https://t.co/Y78KDJJFE7.
Mike Lewis @ml_perception
8K Followers 252 Following Llama3 pre-training lead. Partially to blame for things like the Cicero Diplomacy bot, BART, RoBERTa, attention sinks, kNN-LM, top-k sampling & Deal Or No Deal.
Sewon Min @sewon__min
16K Followers 889 Following Assistant professor @Berkeley_EECS @berkeley_ai || Research scientist at @allen_ai || PhD from @uwcse @uwnlp
Douwe Kiela @douwekiela
16K Followers 453 Following Contextualizing AI @GoogleDeepMind, ex-@ContextualAI CEO, @Stanford Adjunct Prof
Bill Yuchen Lin @billyuchenlin
27K Followers 3K Following RL for coding @xAI @SpaceX Affiliate Assistant Prof @UW. Ex: @allen_ai; Google, Meta FAIR.
Wenhu Chen @WenhuChen
26K Followers 791 Following MSL@Meta. I led PoT, MMMU, MMLU-Pro, MAmmoTH, General-Reasoner, VL-Rethinker, Pixel-Reasoner. I contributed to Gemini-2.5. Prev @GoogleDeepMind.
Victor Zhong @hllo_wrld
6K Followers 508 Following ML+NLP AP @UWCheritonCS, @cifar_news AIChair @vectorinst. Former @MSFTResearch @MetaAI, @SFResearch via @MetamindIO, @uwnlp, @StanfordNLP, @eceuoft.
Eric Jang @ericjang11
134K Followers 4K Following
Behnam Neyshabur @bneyshabur
40K Followers 1K Following Mirendil 💼 Past: Co-leading AI Scientist effort @AnthropicAI (Discovery team), Gemini @GoogleDeepMind (Co-led Blueshift team) 🎒Traveling & Backpacking
Sebastian Gehrmann @sebgehr
6K Followers 2K Following Making AI trustworthy as Head of Responsible AI in the CTOs office @Bloomberg. Formerly LLMs @ Google Brain / PhD @ Harvard. views my own
Matthew Bouchard @mtbouchard
340 Followers 672 Following Artist Engineer Creator. I used to work on movies like Avatar, Star Wars, and Harry Potter but now focused on turning science fiction into just science
Hardik Chauhan @hardik_17_
4 Followers 482 Following
Peter Tong @TongPetersb
4K Followers 256 Following Berkeley 23', CS PhD Student in NYU Courant advised by Professor @ylecun and Professor @sainingxie
Spencer Hormuz @exitwithbitcoin
257 Followers 3K Following The Beginning of the End is Near. Fix the Money, Fix the World.
Sugiyama @BTCsugiyama
37 Followers 198 Following
Hung Dang @dkhung_me
677 Followers 221 Following Building at @CaliberBuild. Make ₿itcoin free again.
Eric Chen @OverTheAlps25
12 Followers 2K Following
Jerry @Jerry87349277
3 Followers 100 Following
Aamar Shahzad @raiaamirshahza2
9 Followers 433 Following
JMYW @falcongpt
4 Followers 830 Following
Ruu @ruu_1010
772 Followers 2K Following Information Engineering UGM | Candidate master titled chess player | AI Enthusiast https://t.co/LAT1G46ipy
CC_799 @ccbeach799
199 Followers 2K Following La tolérance n'a jamais excité de guerre civile, l'intolérance a couvert la terre de carnage.
Azhar Ud Din @azhxruddin
0 Followers 74 Following
Lin Ting @LinTing_SG
100 Followers 1K Following Interested in NLP, IR, RecSys, and ML E2E model implementation.
Isaac Povey @IsaacPovey
11 Followers 438 Following
json @CaptJson
41 Followers 873 Following
oneal @sometime_run
6 Followers 312 Following
Chamika Artavia @urbas1974
1 Followers 268 Following Welcome to Crypto NFTs! Our team is here to bridge the gap between traditional commodities and digital assets #nftsstories #eth
Amit Kumar Agarwal @AmitAgarwalK
0 Followers 5K Following
Om Vats @vatsaum
2 Followers 208 Following
All.Joman @AllJoman
3 Followers 181 Following With malice toward none, with compassion for all, and with unwavering commitment to justice and righteousness!
孙浩林 @sunhaolin1995
24 Followers 868 Following
Euxine @Euxine10
96 Followers 7K Following
borat kzaz @Borat_20750
4 Followers 725 Following
Winston Z @_winston_z
23 Followers 138 Following Founder & CEO | Systematic Personal Development Solution Provider |Empowering Your Success
y5y9zmz08 @y5y9zmz08
2 Followers 22 Following
Zirui "Colin" Wang @zwcolin
1K Followers 659 Following Research Intern @MetaAI; CS PhD Student @Berkeley_AI and @BerkeleySky; prev @Princeton_NLP, @HDSIUCSD, @VoioInc multimodal interaction
x a @xa32522555
0 Followers 38 Following
Legendary @LegendXy
137 Followers 612 Following |Patriotic Nigerian🇳🇬| |Software Developer| |Computer Scientist| |Programmer|
Lawrence L @lowunsu
195 Followers 529 Following
Yann LeCun @ylecun
1.2M Followers 787 Following Professor at NYU & Executive Chairman at AMI Labs. Ex-Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Akari Asai @AkariAsai
22K Followers 936 Following Incoming Assistant Professor @SCSatCMU (Hiring Ph.D. students for Fall 2026) & research scientist @allen_ai OLMo. akariasai @ 🦋
AI at Meta @AIatMeta
808K Followers 322 Following Together with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
Percy Liang @percyliang
107K Followers 426 Following professor of computer science @Stanford @stanfordnlp, co-founder of @togethercompute, creator of https://t.co/7R5THVogW2, co-founder of @simile_ai, pianist
Jim Fan @DrJimFan
460K Followers 3K Following NVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.
Yi Tay @YiTayML
57K Followers 87 Following research scientist @googledeepmind ✨♊, model co-lead/captain of gemini deepthink imo gold medal 🥇, opinions are my own.
Jason Wei @_jasonwei
109K Followers 707 Following ai researcher @meta superintelligence labs, past: openai, google 🧠
Kyunghyun Cho @kchonyc
86K Followers 2K Following a mediocre combination of a mediocre scientist and a mediocre advisor at @nyuniversity (@CILVRatNYU)
Graham Neubig @gneubig
44K Followers 773 Following Associate professor @LTIatCMU. Co-founder/chief scientist @OpenHandsDev. I mostly work on modeling language.
Christopher Manning @chrmanning
164K Followers 330 Following Founder @stanfordnlp & cs224n—Senior Fellow @StanfordHAI—Prof. CS & Linguistics @Stanford—GP @aixventureshq—MTS @moonlake—Australian🇦🇺—Do #NLProc & #AI 👋
Richard Socher @RichardSocher
120K Followers 1K Following Building self-improving superintelligence CEO @recursive_si and @youdotcom MP @aixventuresHQ Ex: Stanford Adj Prof, Chief Scientist at Salesforce, CEO MetaMind
William Wang @WilliamWangNLP
21K Followers 769 Following CEO & Founder, @AlphaDesignAI. We make https://t.co/1LfDYicsF2 I'm also Mellichamp Chair Prof. at UCSB CS. PhD @ CMU SCS.
Jacob Andreas @jacobandreas
24K Followers 947 Following Teaching computers to read. Assoc. prof @MITEECS / @MIT_CSAIL / @NLP_MIT (he/him). https://t.co/5kCnXHjtlY https://t.co/2A3qF5vdJw
Sam Bowman @sleepinyourhat
66K Followers 3K Following AI alignment + LLMs at Anthropic. On leave from NYU. Views not employers'. No relation to @s8mb. Into @givingwhatwecan.
Tim Dettmers @Tim_Dettmers
46K Followers 905 Following Creator of bitsandbytes. Professor @CarnegieMellon and Research Scientist @allen_ai . I blog about deep learning and PhD life at https://t.co/Y78KDJJFE7.
Mike Lewis @ml_perception
8K Followers 252 Following Llama3 pre-training lead. Partially to blame for things like the Cicero Diplomacy bot, BART, RoBERTa, attention sinks, kNN-LM, top-k sampling & Deal Or No Deal.
Yoav Artzi @yoavartzi
19K Followers 191 Following Research/prof @cs_cornell + @cornell_tech🚡 / https://t.co/9YnWry7yHs / researcher @GoogleDeepMind / asso. faculty director @arxiv / building @COLM_conf
Sewon Min @sewon__min
16K Followers 889 Following Assistant professor @Berkeley_EECS @berkeley_ai || Research scientist at @allen_ai || PhD from @uwcse @uwnlp
Douwe Kiela @douwekiela
16K Followers 453 Following Contextualizing AI @GoogleDeepMind, ex-@ContextualAI CEO, @Stanford Adjunct Prof
Peter Tong @TongPetersb
4K Followers 256 Following Berkeley 23', CS PhD Student in NYU Courant advised by Professor @ylecun and Professor @sainingxie
SpaceX @SpaceX
41.9M Followers 123 Following SpaceX designs, manufactures and launches the world’s most advanced rockets and spacecraft
Shizhe Diao @shizhediao
8K Followers 2K Following MTS @thinkymachines. Prev. NVIDIA. Finetuning your own LLMs with LMFlow: https://t.co/UTykmQBwFr Views are my own.
Haotian Liu @imhaotian
13K Followers 573 Following prev. @xAI @grok imagine/omni/vision, creator of #LLaVA, @MSFTResearch @UWMadison
Mu Cai @MuCai7
3K Followers 1K Following Research @thinkymachines | Previous: multimodal, agents @GoogleDeepMind
Yihe Deng @Yihe__Deng
5K Followers 1K Following prev @xAI @GoogleDeepMind | phd @UCLA | know me through me
Po-Shen Loh @PoShenLoh
13K Followers 256 Following Building a more Thought Full world • Humanity after AI • Math Professor @CarnegieMellon • Social entrepreneur • International Math Olympiad Foundation VP
SimWorld @simworld_ai
804 Followers 488 Following Open-source initiative for open-ended realistic simulation of autonomous agents in physical and social worlds
Prime Intellect @PrimeIntellect
67K Followers 40 Following The Open Stack for Self-Improving Agents https://t.co/ZRZOsRRbwr
Garry Tan @garrytan
894K Followers 6K Following President & CEO @ycombinator —Founder @garryslist—Creator of GStack & GBrain—designer/engineer who helps founders—SF Dem accelerating the boom loop
Joshua Batson @thebasepoint
6K Followers 679 Following trying to understand evolved systems (🖥 and 🧬) interpretability research @anthropicai formerly @czbiohub, @mit math
Peter Steinberger �... @steipete
548K Followers 2K Following Polyagentmorous ClawFather. Came back from retirement to mess with AI and help a lobster take over the world. @OpenClaw🦞 + @OpenAI
Shibo Hao @Ber18791531
2K Followers 1K Following @thinkymachines | Prev. @UCSanDiego @PKU1898 @AIatMeta @Bloomberg Ph.D. Fellow 🥥Coconut, 🎶Reasoning-via-planning, 🛠️ToolkenGPT
Hannah @hannahnth
201 Followers 172 Following recruiting @thinkymachines. prev. @openai, @stripe, @airbnb. cs at @ucsd. computer science teacher & lover of discrete math and combinatorics.
Cheng Lou @_chenglou
69K Followers 453 Following Worked on: @reactjs, @messenger, @reasonml, @rescriptlang Currently: @midjourney, Pretext
Steven Feng @stevenyfeng
3K Followers 461 Following Stanford CS PhD student @stanfordnlp @StanfordAILab. Master's from Carnegie Mellon @LTIatCMU. NLP, Computer Vision, Machine Learning, and AI research.
Ananya Kumar @ananyaku
9K Followers 583 Following Research lead at Meta TBD Labs. Previously research lead and core contributor to o1, o3, gpt5, at OpenAI. PhD at Stanford with Percy Liang and Tengyu Ma
Andrew Lampinen @AndrewLampinen
12K Followers 2K Following Interested in cognition and artificial intelligence. MTS at @AnthropicAI. Previously @DeepMind, cognitive science @StanfordPsych. Tweets are mine.
Andrew Brown @Andrew__Brown__
3K Followers 501 Following Member of technical staff @amilabs | previously video generation @AIatMeta (FAIR/GenAI) | PhD @Oxford_VGG with Andrew Zisserman, Previously @oxengsci
Ted Xiao @xiao_ted
66K Followers 797 Following Founding Member of Technical Staff at Project Prometheus. Previously Gemini, Robotics @GoogleDeepMind. Posts about frontier models, physical AGI, and scaling.
Google Antigravity @antigravity
169K Followers 16 Following An agentic development platform evolving the IDE into the agent-first era @GoogleDeepMind
Alexander H. Liu @alex_h_liu
642 Followers 181 Following building talking machines @thinkymachines prev: @MistralAI @MITEECS
Jeff Clune @jeffclune
32K Followers 442 Following Co-founder, Recursive. Professor, CS, U. British Columbia. CIFAR AI Chair, Vector Institute. | ML, AI, deep RL, deep learning, AI-Generating Algorithms (AI-GAs)
Tyler Griggs @tyler_griggs_
1K Followers 639 Following @thinkymachines, PhD @UCBerkeley Sky Lab building SkyRL
Tairan He @TairanHe99
14K Followers 1K Following Researcher @OpenAI. Prev: PhD @CMU_Robotics @NVIDIA @MSFTResearch @sjtu1896 | All Opinions are My Own
Wanchao Liang @wanchao_
1K Followers 275 Following building @thinkymachines ex-PyTorch @ Meta. Opinions are my own
Banghua Zhu @BanghuaZ
8K Followers 1K Following Cofounder & CTO @radixark. Assistant Professor @UW. Prior @Nvidia @Berkeley_EECS
Tessa Barton @tessybarton
4K Followers 1K Following Designer: GPU purse @gpupurse Member: technical staff @thinkymachines Prev: @mosaicML @NYTimes @BrownU
Boyuan Chen @BoyuanChen0
13K Followers 589 Following Researcher @OpenAI, core member of the GPT Image research team. PhD @MIT EECS. I do world models, RL, and robotics.
Martin Ziqiao Ma @ziqiao_ma
4K Followers 2K Following technical staff @thinkymachines; less technical stuff @aclmentorship; phd @umich; views are my own
weiyaow @weiyaow1
619 Followers 133 Following MultiModal @ ThinkyMachines SAM 3D ex-FAIR/Meta Superintelligence Lab
Ze Liu @zeliu_
6K Followers 509 Following @xAI (Grok Video Gen, Grok Vision, Grok Voice Mode, Grok3). ICCV 21 Marr Prize.
Tim Li @LiTianleli
7K Followers 311 Following Building @thinkymachines | once RL @xai 🪐 | I like training models
Liliang Ren @liliang_ren
4K Followers 722 Following Pretraining @thinkymachines | Prev. Microsoft Superintelligence | UIUC CS PhD | Scaling Efficient LLM | NLP
Pan Lu @lupantech
7K Followers 1K Following Postdoc @Stanford @stanfordnlp | PhD @CS_UCLA @uclanlp Amazon/Bloomberg/Qualcomm Fellows | Ex @Tsinghua_Uni @Microsoft | Eubiota/AgentFlow/MathVista/ScienceQA
Tinker @tinkerapi
8K Followers 1 Following I tink, therefore I am. Post-training API by @thinkymachines
Baifeng @baifeng_shi
2K Followers 695 Following @physical_int, @berkeley_ai, vision, robotics; ex @nvidia; opinions are my own.
Feng Yao @fengyao1909
1K Followers 808 Following @thinkymachines | PhD-ing @UCSD_CSE Prev. @TsinghuaNLP @MSFTResearch @Amazon
Druv Pai @druv_pai
1K Followers 481 Following Research @thinkymachines, PhD @berkeley_ai | prev @GoogleResearch @GoogleDeepMind | science of scaling deep learning








































