Victoria X Lin @VictoriaLinML
Research Scientist @AIatMeta | MoMa/MoTš¼ ā¢ RA-DITš ā¢ Llama4š¦ Ex: @SFResearch ā¢ PhD @uwcse š https://t.co/j6QTac5q0r š“ Bay Area victorialin.org Menlo Park, CA Joined December 2010-
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OK, @sarawiltberger and I are experimenting with a small, project-based mentorship program designed for the age of AI. Weāre looking for resourceful self-startersāfromĀ early high school to early-career professionalsāwho want to prove their abilities through hard work. YouĀ donātā¦
OK, @sarawiltberger and I are experimenting with a small, project-based mentorship program designed for the age of AI. Weāre looking for resourceful self-startersāfromĀ early high school to early-career professionalsāwho want to prove their abilities through hard work. YouĀ donātā¦
š„ We introduce Multiverse, a new generative modeling framework for adaptive and lossless parallel generation. š Multiverse is the first open-source non-AR model to achieve AIME24 and AIME25 scores of 54% and 46% š Website: multiverse4fm.github.io š§µ 1/n
So this is not a benchmark for software engineering agents. Itās meant to test core reasoning and intelligence through codingābacked by 71 pages of deep analysis from some of the best competitive programmers out there. This effort was carried out by students across multipleā¦
So this is not a benchmark for software engineering agents. Itās meant to test core reasoning and intelligence through codingābacked by 71 pages of deep analysis from some of the best competitive programmers out there. This effort was carried out by students across multipleā¦
@VictoriaLinML splitting transformer parameters byāUnderstanding (Xātext) vs. š·Generation (Xāimage) functionality. We already did that in LMFusion
Let's talk about Mixture-of-Transformers (MoT) and heterogeneous omni-model training. 1. Inspired by prior architectures consisting of modality-specific parametersāsuch as Flamingo, CogVLM, BEIT-3, and MoMAāMoT (arxiv.org/abs/2411.04996) pushes this idea further by usingā¦
Let's talk about Mixture-of-Transformers (MoT) and heterogeneous omni-model training. 1. Inspired by prior architectures consisting of modality-specific parametersāsuch as Flamingo, CogVLM, BEIT-3, and MoMAāMoT (arxiv.org/abs/2411.04996) pushes this idea further by usingā¦
We don't often see prep thread for paper announcement on X, but this mini crash course on the information capacity of LLM is well worth checking out
We don't often see prep thread for paper announcement on X, but this mini crash course on the information capacity of LLM is well worth checking out
Surprising result! Spurious rewards -- even random rewards -- boost RLVR performance on Qwen models ā but not on OLMo or others. The paper explores some hypotheses, but itās still unclear why. Key takeaway: always validate across base models when probing reasoning with RLVR.
Surprising result! Spurious rewards -- even random rewards -- boost RLVR performance on Qwen models ā but not on OLMo or others. The paper explores some hypotheses, but itās still unclear why. Key takeaway: always validate across base models when probing reasoning with RLVR.
ByteDance | Seed has been consistently impressive over the past few months, publishing some truly insightful papers. BAGEL is one of them. I learned a lot from reading it. A few key takeaways: - Embedded "thinking" directly into native media generation, proving its effectivenessā¦
ByteDance | Seed has been consistently impressive over the past few months, publishing some truly insightful papers. BAGEL is one of them. I learned a lot from reading it. A few key takeaways: - Embedded "thinking" directly into native media generation, proving its effectivenessā¦
the scale of data collection in the AI labs pales in comparison to 2010s google itās mostly web scraping and data-labeling. compare that to diligently photographing streets of every country, mapping earth via satellite, scanning every book known to man.. now *that* was ambitious
I am pleased to announce a new version of my RL tutorial. Major update to the LLM chapter (eg DPO, GRPO, thinking), minor updates to the MARL and MBRL chapters and various sections (eg offline RL, DPG, etc). Enjoy! arxiv.org/abs/2412.05265
This is really cool work! I wonder if we could generalize even better by introducing modality as feature embedding to the router instead. That is router gets privileged information.
This is really cool work! I wonder if we could generalize even better by introducing modality as feature embedding to the router instead. That is router gets privileged information.
š Excited to share: "šš¢š±šš®š«š-šØš-šš«šš§š¬ššØš«š¦šš«š¬ (ššØš)" has been officially accepted to TMLR (March 2025) and the code is now open-sourced! š GitHub repo: github.com/facebookresearā¦ š Paper: arxiv.org/abs/2411.04996 How can we reduce pretraining costs forā¦
Meet ReasonIR-8BāØthe first retriever specifically trained for reasoning tasks! Our challenging synthetic training data unlocks SOTA scores on reasoning IR and RAG benchmarks. ReasonIR-8B ranks 1st on BRIGHT and outperforms search engine and retriever baselines on MMLU and GPQAš„
We should host more top ML conferences (ICLR, ICML, NeurIPS) in Asia
Our previous work showed that šš«šššš¢š§š šÆš¢š¬š®šš„ šš”šš¢š§āšØšāšš”šØš®š š”šš¬ šÆš¢š ššØšØš„ š®š¬š significantly boosts GPTā4oās visual reasoning performance. Excited to see this idea incorporated into OpenAIās o3 and o4āmini models (openai.com/index/thinkingā¦).ā¦
Our previous work showed that šš«šššš¢š§š šÆš¢š¬š®šš„ šš”šš¢š§āšØšāšš”šØš®š š”šš¬ šÆš¢š ššØšØš„ š®š¬š significantly boosts GPTā4oās visual reasoning performance. Excited to see this idea incorporated into OpenAIās o3 and o4āmini models (openai.com/index/thinkingā¦).ā¦
Our Llama 4ās industry leading 10M+ multimodal context length (20+ hours of video) has been a wild ride. The iRoPE architecture Iād been working on helped a bit with the long-term infinite context goal toward AGI. Huge thanks to my incredible teammates! šLlama 4 Scout š¹17Bā¦
Introducing our first set of Llama 4 models! Weāve been hard at work doing a complete re-design of the Llama series. Iām so excited to share it with the world today and mark another major milestone for the Llama herd as we release the *first* open source models in the Llama 4ā¦
and yet david burdeny still did it better in 2007 with a camera
and yet david burdeny still did it better in 2007 with a camera https://t.co/g3Nw09l8le
Introducing DRAMAš: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers. We propose to train a smaller dense retriever using a pruned LLM as the backbone, fine-tuned with diverse LLM data augmentations. With single-stage training, DRAMA achieves strongā¦
AK @_akhaliq
425K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace š¤) dm for promo ,submit papers here: https://t.co/UzmYN5YmrQ
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Jim Fan @DrJimFan
325K 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
98K Followers 634 Following ai researcher @meta superintelligence labs, past: openai, google š§
Kyunghyun Cho @kchonyc
77K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
Richard Socher @RichardSocher
112K Followers 1K Following CEO @youdotcom MP @aixventuresHQ Before: Stanford Adj Prof in AI/NLP, Chief Scientist at Salesforce, MetaMind
William Wang @WilliamWangNLP
19K Followers 759 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
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Sam Bowman @sleepinyourhat
50K Followers 3K Following AI alignment + LLMs at Anthropic. On leave from NYU. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.
Delip Rao e/Ļ @deliprao
61K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: éå , improv, running š
Tim Dettmers @Tim_Dettmers
38K Followers 991 Following Creator of bitsandbytes.Research Scientist @allen_ai and incoming professor @CarnegieMellon. I blog about deep learning and PhD life at https://t.co/Y78KDJJFE7.
Mike Lewis @ml_perception
8K Followers 241 Following Llama3 pre-training lead. Partially to blame for things like the Cicero Diplomacy bot, BART, RoBERTa, kNN-LM, top-k sampling & Deal Or No Deal.
Sewon Min @sewon__min
13K Followers 816 Following Assistant professor @Berkeley_EECS @berkeley_ai || Research scientist at @allen_ai || PhD from @uwcse @uwnlp
Bill Yuchen Lin @billyuchenlin
23K Followers 3K Following Building Grok @xAI. Affiliate Assistant Prof @UW; Focusing on Grok Code for Macrohard now. Ex: @allen_ai, Google AI, Meta FAIR.
Wenhu Chen @WenhuChen
22K Followers 664 Following AI researcher. Interested in Reasoning, Multimodal. I direct TIGER-Lab. Author of PoT, MMMU, MMLU-Pro, MAmmoTH, LongRAG, MAP-Neo, YuE, VL-Rethinker
Victor Zhong @hllo_wrld
5K Followers 500 Following ML+NLP AP @UWCheritonCS, @cifar_news AIChair @vectorinst. Former @MSFTResearch @MetaAI, @SFResearch via @MetamindIO, @uwnlp, @StanfordNLP, @eceuoft.
Behnam Neyshabur @bneyshabur
29K Followers 858 Following Research @AnthropicAI (Co-lead Discovery team) š¼ Past: Gemini @GoogleDeepMind (Co-led Blueshift team) š§ LLM Reasoning / AI Scientist šTraveling & Backpacking
Sebastian Gehrmann @sebgehr
6K Followers 2K Following Head of Responsible AI, CTO office, @Bloomberg. (he/him) Formerly LLMs @ Google Brain / Harvard. views my own
Jesse Moses @Cre4T3Tiv3
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Lynson Rozar @LRozar40926
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Isha Puri @ishapuri101
795 Followers 396 Following AI / NLP PhD-ing @MIT_CSAIL @nlp_mit, currently @AbridgeHQ prev @Harvard /HBS
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84 Followers 4K Following
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Tanushree Banerjee @_tbanerjee
8 Followers 115 Following CS PhD @umdcs in Computer Vision and Graphics, previously @PrincetonCS
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3K Followers 4K Following Tech Reporter @businessinsider prev @FT + hedgie consultant. š§: [email protected] (my views)
NEESHANT PANDEY @1neeshantpandey
32 Followers 473 Following ML Engineer | MLOps Enthusiast | IITH | Building scalable AI systems @FlexTrade | Research paper nerd š¤
Scarlett wong @sholyadams
113 Followers 3K Following Part of the innovation journey with @elonmusk I Pushing the boundaries of technology and exploring the cosmos | Committed to a sustainable future šæ
Jiayi Pan @jiayi_pirate
13K Followers 1K Following š§āš³ Reasoning Agents @xAI | PhD on Leave @Berkeley_AI | Views Are My Own
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53 Followers 528 Following Keep it real. Company Builder. People, Talent & Culture.
BlackboxStocksšŗļæ½... @Taqou95243
50 Followers 2K Following 15-30% Monthly | 2 High-Conviction Stocks.Short-Term Gains: 15-20% in Days/Weeks.DM "JOIN" for WhatsApp Alerts. Live Trade Signals ā¢ Market Analysis
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TJ @latent_musings
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WeiCUI6 @Cui6Wei
36 Followers 753 Following Systems Software Engineer @NVIDIA. Prev @UofT @UCLA @KITE_UHN @Tesla @Samsung @Apple. Working on @NVIDIAGFN
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lulg @lulgabc
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42 Followers 660 Following Software Engineer, Data Science and Machine Learning Enthusiast, Thinker, WicketKeeper, Fitness Freak, #SupporterOfFarmersš³ #AdmirerOfIndianArmForces.
Candice Cartwright @CandiceC83457
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Igor Petrovski @ipetr0vski
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degen_bobo š¤š @agostino90
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Neemoo @Neemoo408147
22 Followers 1K Following
Eric Tchirnhausen @tchirnhaus20039
23 Followers 5K Following Like to try new things you never know; trying to prove all software can be automated š š š | ML/AI, | C++/Java/Go | GitHub : Dyl777
GD @ilovesjca
0 Followers 229 Following
Souptik Chakraborty @souptikchaks
10 Followers 266 Following Analyst by profession. Bad coder. Building AI Tools for interests. Trying to prove "hard work beats talent".
Frore @FroreiP6zNq
172 Followers 2K Following
neuralengine @neuralengine1
2 Followers 667 Following
Zidane @datageeks15
192 Followers 1K Following
Dan Fu @realDanFu
6K Followers 218 Following Incoming assistant professor at UCSD CSE in MLSys. Currently recruiting students! Also running the kernels team @togethercompute.
Cosimo Gregucci@ICML @c_gregucci
227 Followers 348 Following #MSCA PhD student in #ML #AI at @Uni_Stuttgart | #knowledge #graphs #neuro #symbolic #reasoning
Tansh Koul @tanshkoul
132 Followers 757 Following
Yann LeCun @ylecun
949K Followers 764 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Akari Asai @AkariAsai
18K Followers 867 Following Incoming Assistant Professor @SCSatCMU & research scientist @allen_ai. akariasai @ š¦
AI at Meta @AIatMeta
712K Followers 288 Following Together with the AI community, we are pushing the boundaries of whatās possible through open science to create a more connected world.
Percy Liang @percyliang
84K Followers 417 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
Jim Fan @DrJimFan
325K 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
46K Followers 81 Following research scientist @googledeepmind āØā, model co-lead/captain of gemini deepthink imo gold medal š„, opinions are my own.
Jason Wei @_jasonwei
98K Followers 634 Following ai researcher @meta superintelligence labs, past: openai, google š§
Kyunghyun Cho @kchonyc
77K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre physicist at @nyuniversity (@CILVRatNYU) & @PrescientDesign
Graham Neubig @gneubig
40K Followers 708 Following Associate professor @LTIatCMU. Co-founder/chief scientist @allhands_ai. I mostly work on modeling language.
Christopher Manning @chrmanning
151K Followers 228 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. š¦šŗ Do #NLProc & #AI. š
Richard Socher @RichardSocher
112K Followers 1K Following CEO @youdotcom MP @aixventuresHQ Before: Stanford Adj Prof in AI/NLP, Chief Scientist at Salesforce, MetaMind
William Wang @WilliamWangNLP
19K Followers 759 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
20K Followers 951 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
50K Followers 3K Following AI alignment + LLMs at Anthropic. On leave from NYU. Views not employers'. No relation to @s8mb. I think you should join @givingwhatwecan.
Tim Dettmers @Tim_Dettmers
38K Followers 991 Following Creator of bitsandbytes.Research Scientist @allen_ai and incoming professor @CarnegieMellon. I blog about deep learning and PhD life at https://t.co/Y78KDJJFE7.
Mike Lewis @ml_perception
8K Followers 241 Following Llama3 pre-training lead. Partially to blame for things like the Cicero Diplomacy bot, BART, RoBERTa, kNN-LM, top-k sampling & Deal Or No Deal.
Yoav Artzi @yoavartzi
17K Followers 183 Following Research/prof @cs_cornell + @cornell_techš” / https://t.co/9YnWry7yHs / asso. faculty director @arxiv / building https://t.co/f9QkzO5kaC and @COLM_conf
Sewon Min @sewon__min
13K Followers 816 Following Assistant professor @Berkeley_EECS @berkeley_ai || Research scientist at @allen_ai || PhD from @uwcse @uwnlp
Philipp Schmid @_philschmid
45K Followers 1K Following AI Developer Experience @GoogleDeepMind | prev: Tech Lead at @huggingface, AWS ML Hero š¤ Sharing my own views and AI News š§š»āš» https://t.co/7IosdlNz22
Stanford AI Lab @StanfordAILab
211K Followers 332 Following The Stanford Artificial Intelligence Laboratory (SAIL), a leading #AI lab since 1963. āµļøš¤ Emmy-winning video: https://t.co/lV9smZTC1m
Jiawei Zhao @jiawzhao
3K Followers 242 Following Research Scientist at Meta FAIR @AIatMeta, PhD @Caltech, GaLore, DeepConf
Shaojie Bai @shaojieb
1K Followers 285 Following Doing AI at @thinkymachines. Previously GenAI+RLR @ Meta. CMU MLD. Twitter account for more than AI.
Alexander Kirillov @_alex_kirillov_
8K Followers 363 Following Multimodality @thinkymachines. Previously: post-training MM lead @openai, research Scientist @facebookai Projects: GPT-4o, Advance Voice Mode, SegmentAnything.
Song Mei @Song__Mei
3K Followers 690 Following Assistant Professor at UC Berkeley, Department of Statistics and EECS. Researcher at OpenAI working on LLM training.
Agrim Gupta @agrimgupta92
6K Followers 320 Following Simulating reality @GoogleDeepMind | co-created: Veo2, Genie3, WALT | prev PhD @Stanford
Jack Parker-Holder @jparkerholder
9K Followers 779 Following Co-lead of Genie 3 @GoogleDeepMind & Honorary Associate Professor @UCL_DARK. Dad (š¶š¶), CFC fan, BJJ. Views are my own :)
Zhuohan Li @zhuohan123
9K Followers 865 Following mts @ openai | cs phd @ š uc berkeley | building @vllm_project | machine learning system | the real agi is the friends we made along the way
Sherwin Wu @sherwinwu
22K Followers 637 Following Building the @OpenAI API ā gpt-5, reinforcement fine-tuning, agents SDK, responses API, and more
RL_Conference @RL_Conference
5K Followers 257 Following Home of the first annual reinforcement learning conference. Stay tuned up for updates!
Bob McGrew @bobmcgrewai
28K Followers 1K Following Learning new things. Former Chief Research Officer at OpenAI, early exec at Palantir, early employee at Paypal.
Bowen Cheng @bowenc0221
4K Followers 378 Following Research @Meta Superintelligence Lab; previously multimodal @OpenAI, research: "thinking with images", advance voice mode, perception
Jonathan Lee @jon_lee0
722 Followers 101 Following research @GoogleDeepMind. co-developed gemini deep think. co-led model training for IMO š„ | prev: RL PhD at @StanfordAILab
Ziming Liu @ZimingLiu11
12K Followers 786 Following PhD student@MIT, AI for Physics/Science, Science of Intelligence & Interpretability for Science
Calvin French-Owen @calvinfo
15K Followers 492 Following Making things, trail running. Prev: Codex @OpenAI, https://t.co/4qWGncHOAX, co-founder @Segment, @MIT
Dan Fu @realDanFu
6K Followers 218 Following Incoming assistant professor at UCSD CSE in MLSys. Currently recruiting students! Also running the kernels team @togethercompute.
ES-FoMo@ICML2025 @ESFoMo
357 Followers 37 Following Efficient Systems for Foundation Models Workshop, ICML2025. Join us if you are interested in the challenges associated with large models training & inference!
Xiaoxiao Li @XiaoxiaoLi8
1K Followers 515 Following Asst Prof at UBC, Vector Institute, Adjunct Asst Pof at Yale. Trustworthy and Efficient AI. CIFAR AI Chair and Canada Research Chair
Psyho @FakePsyho
25K Followers 366 Following Game Designer; Problem Solver; past: OpenAI (Dota), Pro Competitive Programmer, Poker
Furong Huang @furongh
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Dylan Patel @dylan522p
94K Followers 941 Following SemiAnalysis Boutique AI & Semiconductor Research and Consulting DMs are open for consulting, quotes, or to talk shop
Robert Nishihara @robertnishihara
9K Followers 778 Following Co-founder @anyscalecompute. Co-creator of @raydistributed. Previously PhD ML at Berkeley.
AIX Ventures @aixventureshq
3K Followers 164 Following AI-focused venture firm investing in early-stage companies. https://t.co/kxnv03Rtlz. @antgoldbloom @chrmanning @richardsocher @shaunbjohnson
Ji Lin @jilin_14
6K Followers 943 Following Research @Meta Superintelligence Lab | Prev: Research @OpenAI; PhD @MIT
Jiahui Yu @jhyuxm
18K Followers 929 Following Perception @OpenAI; previously co-led Gemini Multimodal @GoogleDeepMind. opinions are my own.
Hunyuan @TencentHunyuan
25K Followers 6 Following Tencent's large model, encompasses text generation, image generation, video generation, and 3D generation.
Toby Pohlen @TobyPhln
46K Followers 551 Following Founding member @xAI. Previously @GoogleDeepMind. @RWTH alumnus.
Xiaohua Zhai @XiaohuaZhai
11K Followers 311 Following Researcher at Meta (previously at OpenAI ZĆ¼rich, Google DeepMind)
Charles Qi @charles_rqi
10K Followers 273 Following Autopilot and AI @Tesla | Prev: Research Scientist & Manager @Waymo | Postdoc @metaai (FAIR), PhD @Stanford
Andy Konwinski @andykonwinski
8K Followers 98 Following Co-founder of @databricks, @perplexity_ai, @laudeinstitute, @laudeventures
Ashish Vaswani @ashVaswani
25K Followers 2K Following
Aleksander Holynski @holynski_
9K Followers 397 Following research @GoogleDeepMind & professor @Columbia. prev: @berkeley_ai. Generative video+3D (Veo3, Genie3, InstructPix2Pix, CAT3D, MegaSaM, ...)
Ricardo Martin-Bruall... @rmbrualla
3K Followers 702 Following GenAI + 3D || Ex-Google Labs + Project Starline || PhD University of Washington || https://t.co/qYvYBvYxAG
Jerry Tworek @MillionInt
22K Followers 679 Following Berry farmer @ OpenAI | o3, o1, GPT4, ChatGPT, Codex, Solved Rubikās cube with robotic hand | cautious AI optimist
Ricky T. Q. Chen @RickyTQChen
6K Followers 869 Following Research Scientist. FAIR NY, Meta. I build simplified abstractions of the world through the lens of dynamics and flows.
Yuval Kirstain @YKirstain
704 Followers 657 Following Research Scientist @Meta | Building GenAI capabilities
Ziwei Liu @liuziwei7
11K Followers 1K Following Associate Professor @ NTU - Vision, Learning and Graphics.
William Merrill @lambdaviking
5K Followers 668 Following Incoming Assistant Prof, Toyota Technical Institute at Chicago @TTIC_Connect Recruiting PhD students (start 2026) š Will irl - TC0 enthusiast
Yi Wu @jxwuyi
1K Followers 103 Following AI/RL researcher, Assistant Prof. at @Tsinghua_Uni, leading the RL lab at @AntResearch_, PhD at @berkeley_ai, frequent flyer and milk tea lover.
Danny Driess @DannyDriess
4K Followers 327 Following Research Scientist @physical_int. Formerly Google DeepMindTrends for United States
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