Abdullah @hamraniii
Machine learning engineer. :thisisfine: #RL #Neuro Joined November 2010-
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Today, we're releasing ARC-AGI-2. It's an AI benchmark designed to measure general fluid intelligence, not memorized skills – a set of never-seen-before tasks that humans find easy, but current AI struggles with. It keeps the same format as ARC-AGI-1, while significantly increasing the signal strength it provides about a system's actual fluid intelligence. Expect more novelty, less redundancy, and deeper levels of concept recombination. There's a lot more focus on probing abilities that are still missing from frontier reasoning systems, like on-the-fly symbol interpretation, multi-step compositional reasoning, and context-dependent rules. ARC-AGI-2 is fully human-calibrated. We tested these tasks with 400 people in live sessions, and we only kept tasks that could reliably be solved by multiple people. Each eval set (public, private, semi-private) has the exact same human difficulty – average people in our test sample achieve 60% with no prior training, and a panel of 10 people achieve 100%.
awards.acm.org/about/2024-tur… Machines that learn from experience were explored by Alan Turing almost eighty years ago, which makes it particularly gratifying and humbling to receive an award in his name for reviving this essential but still nascent idea.
Would you believe that deep RL can work without replay buffers, target networks, or batch updates? Our recent work gets deep RL agents to learn from a continuous stream of data one sample at a time without storing any sample. Joint work with @Gautham529 and @rupammahmood.
A thread on the history of RL/ML based on Andy Barto's talk #RLC2024: the Reinforcement Learning Conference. Beyond seeing friends & giving talks/panel, talking to @RichardSSutton & hearing Andy Barto revived a need for attention to historical psych/neuro influences on AI. 1/n🧵
Excited to announce a postdoc position to use EEG+RL to identify specific mechanisms of different antidepressants within a large clinical trial tinyurl.com/4nuv6pvu. Come work with a super team acplab.org. @ucl @uclPsychiatry @wellcometrust @uclIoN @MPC_CompPsych
Artificial Agency is led by my former students and colleagues---people I know well. They are the best in the world at using reinforcement learning and foundation models to create complex, life-like, and purposive agents.
Artificial Agency raises $16M to use AI to make NPCs feel more realistic in video games tcrn.ch/4d6zMEO
@RichardSSutton I would love to read your full manifesto, here is the half incompleteideas.net/RLAIcourse2009…
@mznmel عظم الله اجركم مازن، الف رحمة ونور على والديك، الله يصبّركم
@GaryMarcus Gary you are a hypocrite, stick to criticizing Yan and DL. You pose yourself as an intellectual but you never mintioned a thing about the violations of international law by Israel nor the killing of civilians for the last month.
في هذا الخميس الجميل نبدأ الانطلاقة الرسمية لمشروع GexAI وهو أول مشروع ذكاء اصطناعي (LLM-based) يرى النوى عملت عليه مع @LegalManal لتوفير خدمة موثوقة وغير مسبوقة لتحليل العقود والمساعدة في صياغتها بشكل أفضل بما يضمن الوضوح وتقليل المخاطر gexai.co
The ancient Saint Porphyrius Orthodox Church in Gaza, a significant historical site dating back to 425 AD, has reportedly been struck by Israeli airstrikes. The church bears the name of Saint Porphyrius, the bishop renowned for introducing Christianity to Gaza during his tenure from 395 to 420.
Doctors in Gaza are struggling to manage the thousands of patients injured by the brutal Israeli airstrikes This was a doctor’s agonizing reaction to the desperation inside a Gaza hospital
This article is motivated by my recent observation that many researchers in LLM may not acquainted with RL. Misconceptions and misleading terms exist even in the papers published by the top affiliations. TL;DR RLHF is online IRL, rather than offline RL … huggingface.co/papers/2310.06…
Excited to announce that our work “Discovering Object-Centric Generalized Value Functions From Pixels” has been accepted at #ICML2023! Shoutout to my amazing collaborators @gopeshh1, @khimya, and @SamiraEKahou for their hard work on this project. Paper: arxiv.org/abs/2304.13892
I recently gave a keynote talk at an exciting new conference: CoLLAs, the conference on life-long learning agents. My talk was on Maintaining Plasticity in Deep Continual Learning, and the slides can be found here: incompleteideas.net/Talks/Talks.ht…
In the “Software 2.0” paradigm, open-source weight parameters of a neural network is the new open-source code.
I've posted a couple of dozen technical threads in the last two years that have been popular. Here they are in a thread of threads, very roughly organized into related themes. Let's start w/ little-known classic: mean & median within a standard deviation
(1/5) One of the most surprising and little-known results in classical statistics is the relationship between the mean, median, and standard deviation. If the distribution has finite variance, then the distance between the median and the mean is bounded by one standard deviation.
user4444566 @cy_jpz
1 Followers 90 Following
Dhruv Srikanth @srikdhruv
8 Followers 318 Following ms ee @cuseas, @iithyderabad grad, applied ML | trying to figure out what's happening rn in the world (of AI/ML)
ِ @fullmha
109 Followers 130 Following
Thochuth @ThochuthEWNB3Z
33 Followers 2K Following
stock trader @stock_traderq8
2K Followers 2K Following مستثمر كويتي في عدة اسواق مالية ومطور برمجيات ذكاء اصطناعي مالية
Dylan R. Ashley @oneDylanAshley
201 Followers 213 Following PhD student studying reinforcement learning with @SchmidhuberAI. MSc with Rich Sutton of @rlai_lab. Sometimes amateur photographer. Opinions are my own.
amrush @amrush
56 Followers 399 Following #Northwestern +#kfupm alumnus. Engineer by day,Physicist by heart. Believes in Open-source/science FORZA JUVE I cook for fun
ٰ @accaunt_
1 Followers 2K Following
Subhojeet Pramanik @subho_in
450 Followers 339 Following Researcher at @softmaxresearch working on scaling multi-agent reinforcement learning and organic alignment. MSc from @rlai_lab
Ching Fang (chingfang... @chingfang17
977 Followers 644 Following Member of Technical Staff @GoodfireAI working on AI interpretability for scientific discovery. Prev: @Harvard, neuroscience PhD @Columbia @cu_neurotheory
Daniel Plop @danrl0
53 Followers 401 Following
Jihed Ncib @JihedNcib
1K Followers 3K Following Machine Learning Researcher (Post-doctoral) at the Connected Politics Lab and the School of Computer Science (University College Dublin).
رضا بنجر @RedaBanjar
2K Followers 270 Following التقنية، التصميم، المشاريع الناشئة، الفعاليات — مؤسس @nauatech @oufouqx
• @lahoulwalagouh
11 Followers 309 Following
lena @len1ax
0 Followers 194 Following
Daniel Anthes @AnthesDaniel
163 Followers 890 Following Interested in neural representations and continual learning. PhD student with @TimKietzmann at @UniOsnabrueck
Sarah Ruediger @RuedigerSarah
999 Followers 2K Following Neuroscientist | Assistant Professor @ucl @ | Wellcome Trust Research Fellow 🇬🇧| Post-doc: Scanziani lab 🇺🇸 @UCSF | PhD🇨🇭@FMIscience
Majid Saberi/مجید... @_majidsaberi_
2K Followers 5K Following Neuroscientist | Research Fellow @UMich Son of Persia 🇮🇷 | Loyal to @PahlaviReza Ex-Muslim | Pro-American & Pro-Israeli 🇺🇸🇮🇱 #neuroimaging #pain
Weitong Zhang @WeitongZhang
1K Followers 3K Following Assistant Professor @UNC | CS Ph.D. @UCLA | Ex-intern @nvidia ｜@amazon fellow
Mad ML scientist @HououinTyouma
4K Followers 3K Following Chief Entropy Reduction Officer | Technology Reviews's 10 billion under 10 billion | Internet femptocelebrity | Aspiring quantum wizard
Yonathan Efroni @EfroniYonathan
920 Followers 846 Following Assistant Professor@TAU | Research@doubleAI
Vince Vatter @VinceVatter
9K Followers 686 Following Mathematician at the University of Florida @UF. Combinatorics, GraphTheory, AI.
abd elrahman la barba... @barbanegraprimo
394 Followers 5K Following إنسان أتمنى أن أكون حراحقيقة وضدالعبوديةوالإستبدادخطي الأحمرالإنسان إعادةالتغريدليست دليلاعلى الموافقةورأيي هوماأكتب والموضوعيةمنهجي والحقيقةهدفي وكل الآراءهنا
Peter Zukerman @peter_zukerman
2K Followers 2K Following NLP researcher @ Infoscitex, former CLMS @UW, @UofIllinois. 日本語, ru
Ramon Nogueira @RNogueiraNeuro
1K Followers 967 Following Assistant Prof. in the Grossman Center for Theoretical/Comp. Neuroscience at UChicago. I am hiring! DM for details
CARV Labs: Head-Track... @CARVlabs
1K Followers 1K Following 🏄 LevityVR Hover Racing 🏁 coming 🔜 to Meta Quest, SteamVR (PC) & Apple Vision Pro 💨
Yuchen Xiao @YuchenXiao5
559 Followers 569 Following Lead of Embodied AI R&D @UnitreeRobotics ｜ Formerly，Research Scientist @ J.P. Morgan AI ｜ Ph.D. @ Northeastern University
owner_operator_hello_... @owneroperatorco
90 Followers 2K Following
Faaiz Taufiq @FaaizTaufiq
255 Followers 430 Following Research Scientist @BytedanceTalk | Previously @AWS @MorganStanley | PhD in ML @OxCSML
Cédric Rommel 🦋 @... @ccrommel
446 Followers 893 Following Research Scientist at @Meta | AI and neural interfaces | Interested in data augmentation, generative models, geometric DL, brain decoding, human pose, …
Jonathan Lorraine @jonLorraine9
7K Followers 7K Following Research scientist @NVIDIA Spatial Intelligence Lab
Jeremy Torman (Mintin... @TormanJeremy
26K Followers 11K Following Ai art since 2014 | Featured at TED's 2023 conference | Sold at Sotheby's | Psychedelic audio/visual artist exploring the synthesis of a man and his machines.
Johnmendy @Johnmen30448782
152 Followers 4K Following hello everyone am greetings from the Gambia and am leaving with my family and the siblings and things are hard for us 😭😭
Whitepaper Listing @listingwp
3K Followers 2K Following Get access to the latest tech whitepapers, reports, guides and insights on various technologies. Contact: [email protected]
E @eyadhni
0 Followers 661 Following
The Innovation Studio @TheAIFactory
1K Followers 3K Following Creating bold new AI-fueled companies that solve real-world problems #AI #IndustrialAI #ML #Innovation #VentureStudio #StartupStudio
Brian Moyer @bdmoyer
28K Followers 3K Following Cultivating Tech Innovation | Advisor | Nashville Post one of 25 leaders who shaped Nashville over the past 25 years. #1 user of CareCurrent
Rami Awar @iamramiawar
5K Followers 3K Following 🇳🇱 Simplifying data analysis and visualization 🚀 Try it out: https://t.co/nIuHLC3Wkg 🚀 @iamrami.bsky.social
Faisal AlDawood @Faaaaalll
21 Followers 703 Following
James Morrison Rubin @import_jmr
7K Followers 6K Following Product Lead | Gemini Applied Research Prev: Launched @aws Trainium, @Columbia Neuro Tweets are my own. Retweets are not endorsements. Build anything.
Muneer @Muneer56786729
1 Followers 10 Following
Khaled Bizertino @BizertinoKhale2
1 Followers 122 Following
Kamil Ciosek @MLciosek
466 Followers 2K Following Research Scientist @Spotify. A machine learning generalist, with an interest in LLMs and a focus on RL(HF).
Will de Cothi @willdecothi
551 Followers 361 Following Neuroscience postdoc @ucl. Using machine learning and computational modelling to help understand memory and navigation. Very amateur footballer for @Monstars_UK
فؤاد الفرحا... @alfarhan
270K Followers 675 Following @Resal_me فُؤادٌ، بذِكْرِ الظّاعنينَ، مُوَكَّلُ ... وَمَنزِلُ حَيٍّ فيهِ، للشّوْقِ، مَنزِلُ
Richard Sutton @RichardSSutton
65K Followers 59 Following Student of mind and nature, libertarian, chess player, cancer survivor. @ Keen, UAlberta, Amii, https://t.co/u8za2Kod54, The Royal Society, Turing Award
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.
François Chollet @fchollet
697K Followers 825 Following Co-founder @ndea. Co-founder @arcprize. Creator of Keras and ARC-AGI. Author of 'Deep Learning with Python'.
Sebastian Raschka @rasbt
464K Followers 1K Following ML/AI research engineer. Ex stats professor. Author of "Build a Large Language Model From Scratch" (https://t.co/O8LAAMRzzW) & reasoning (https://t.co/5TueQKx2Fk)
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.
Animesh Garg @animesh_garg
35K Followers 1K Following Foundation Models for Generalizable Autonomy in Robotics. Reinforcement Learning. Faculty in AI Robotics @GeorgiaTech. Prev @nvidia @UCberkeley @stanford
Matthew Guzdial @MatthewGuz
3K Followers 658 Following CS Associate Prof at @ualberta and Canada CIFAR AI chair at @AmiiThinks. AI, Machine Learning, Games, and Computational Creativity | he/him | On most socials
Gabriel Peyré @gabrielpeyre
100K Followers 446 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Jürgen Schmidhuber @SchmidhuberAI
203K Followers 0 Following Introduced basics of: P & T in ChatGPT, very deep learning, meta learning, neural distillation, GANs, etc. Co-authored most-cited AI paper of 20th century
Jay Alammar @JayAlammar
50K Followers 1K Following Machine Learning Researcher and writer https://t.co/5GlbofAHs0. O'Reilly Author https://t.co/Fl3uPAZHLg. LLM Builder @Cohere.
Shek Azizi @AziziShekoofeh
8K Followers 971 Following Staff Research Scientist @Google @GoogleDeepMind Opinions are my own.
Ashish Vaswani @ashVaswani
31K Followers 2K Following
Ximena Fernández @pi_ene
2K Followers 212 Following Shape Addict. Lecturer in Mathematics, City University of London
Adam Safron @adamsafron
3K Followers 3K Following
Joseph Modayil @JosephModayil
172 Followers 33 Following
Ineffable Intelligenc... @IneffableLabs
7K Followers 0 Following Making first contact with superintelligence.
Henry Shevlin @dioscuri
34K Followers 9K Following Philosopher & AI Ethicist @GoogleDeepMind · @LeverhulmeCFI @Cambridge_Uni | Consciousness, Machine Minds, AGI, Human-AI Relationships | All views my own
Amaury Hayat @Amaury_Hayat
1K Followers 235 Following Professor @EcoleDesPonts IP Paris | AI for math | Control & PDEs | Member @ CIRCLES consortium | Scholar @ Korea IAS | Chair DESCARTES @ Hi! Paris
General Reasoning @GenReasoning
5K Followers 0 Following A long-horizon reinforcement learning company.
Max S. Bennett @maxsbennett
5K Followers 265 Following Computer Science PhD candidate @columbia, author of "A Brief History of Intelligence"
Yura Kuratov @yurakuratov
300 Followers 322 Following
Physical Intelligence @physical_int
45K Followers 30 Following Physical Intelligence (Pi), bringing AI into the physical world.
Michael Andregg @michaelandregg
10K Followers 790 Following ceo of eon | human emulation pbc https://t.co/M7nhgJxMlO prev: optical supercomputers/networking/robotics, high-speed mass production electron microscopy
eon @eonsys
8K Followers 63 Following Navigating the fastest path to human emulation to safeguard a flourishing future.
Jonathan Chang @j_nadan_chang
4K Followers 578 Following Research Scientist @Databricks. Previously @Cornell. Interested in Reinforcement Learning, Imitation Learning, and Generative Models.
Hao Sun - RL @HolarisSun
1K Followers 999 Following RS @GoogleDeepMind. Prev. PhD @CambridgeUni, #MMLab, B.Phys. @PKU1898
Lancelot Da Costa @lancelotdacosta
2K Followers 477 Following Intelligence, cognition & the mind 👾🧠 Postdoc @MPI_IS w @bschoelkopf Best Maths PhD Prize #ImperialCollegeLondon Rarely on X-contact detail on website ↘️
Seijin Kobayashi @SeijinKobayashi
860 Followers 193 Following Research Scientist at Google | ETH Zurich | École Polytechnique
Hadas Orgad @OrgadHadas
1K Followers 144 Following Research Fellow @ Kempner Institute, Harvard | Working on AI interpretability, robustness & safety
Christina @christinaingoog
7K Followers 6K Following LLMs at @MSFTResearch Ex SWE @Walmart @Google @Rippling Ex Intern @DeutscheBank @GoldmanSachs • Major in Physics with a minor in CS • Say No to Racism
Peter Steinberger �... @steipete
547K Followers 2K Following Polyagentmorous ClawFather. Came back from retirement to mess with AI and help a lobster take over the world. @OpenClaw🦞 + @OpenAI
Hannah Pinson @Pinson_H
835 Followers 694 Following Assistant Prof. of AI @ Eindhoven University of Technology. Previously at VUB and MIT. Interested in fundamental insights about deep learning.
Micah Goldblum @micahgoldblum
9K Followers 763 Following 🤖Prof at Columbia University 🏙️. All things machine learning.🤖
sorina @robot_in_space2
1K Followers 2K Following Research Fellow @ Openmind Research Institute || PhD @ Caltech || Keck Institute of Space Sciences (KISS) Affiliate || NASA-JPL Affiliate || EPFL alumna || 🇷🇴
Liv @livgorton
6K Followers 419 Following ✨ asking sand to show its work // currently @AnthropicAI, prev founding RS @GoodfireAI // creating a more beautiful future
Shobhita Sundaram @shobsund
2K Followers 410 Following PhD student at @MIT_CSAIL working on self-improvement and synthetic data || prev at @GoogleDeepMind @AIatMeta
بندر الحمال... @Bandr_Alhomaly
430 Followers 67 Following
Syeda Nahida Akter @__SyedaAkter
612 Followers 543 Following Incoming Research Scientist @NVIDIA. PhD @LTIatCMU @SCSatCMU. Working on improving the reasoning of Generative Models! (@reasyaay.bsky.social)
Jacob Portes @JacobianNeuro
1K Followers 2K Following Member of Technical Stuff @flourishailabs | ex-Databricks, OG-MosaicML. I like it when brains inspire AI 🧠+🤖
Nicholas Moy @thenickmoy
1K Followers 265 Following Research Lead @googledeepmind. working on @antigravity.
Ronak Malde @rronak_
10K Followers 513 Following Co-Founder of Trajectory @TrajectoryLabs prev @GoogleDeepmind, SWE-1 @windsurf | @stanford
Boyuan Chen @BoyuanChen0
13K Followers 583 Following Researcher @OpenAI, core member of the GPT Image research team. PhD @MIT EECS. I do world models, RL, and robotics.
UTAR @UTARnet
2K Followers 0 Following Universiti Tunku Abdul Rahman (UTAR), established under the UTAR Education Foundation (200201010564(578227-M))
pdawg @prathamgrv
21K Followers 2K Following research x software @MSFTResearch || founder @tensortonic
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.
Neil Zeghidour @neilzegh
6K Followers 765 Following CEO @GradiumAI. Founder of @kyutai_labs. Invented neural codecs and audio LLMs. Prev. Google DeepMind/Brain, Meta, Toha Heavy Industries.
Ali Behrouz @behrouz_ali
8K Followers 1K Following Research Intern @Google, Ph.D. Student @Cornell_CS, interested in machine (continual) learning and understanding what is called intelligence.
Max Bartolo @max_nlp
3K Followers 790 Following Researcher @GoogleDeepMind & co-chair @DynabenchAI @MLCommons. Previously @Cohere, @MetaAI/FAIR & @BloomsburyAI.
Shenao Zhang @ShenaoZhang
819 Followers 506 Following @reflection_ai, PhD student @NorthwesternU. RL for emergent intelligence.
Ekin Dogus Cubuk @ekindogus
9K Followers 485 Following Co-Founder of @periodiclabs Past: Lead of materials science and chemistry at @GoogleDeepMind; Google Brain
Thinking Machines @thinkymachines
155K Followers 1 Following Thinking, beeping, and booping. @tinkerapi
DAIR.AI @dair_ai
126K Followers 1 Following Democratizing AI research, education, and technologies. Learn about AI Agents for FREE at https://t.co/HHXg8rryu4You might like
