Surya Ganguli @SuryaGanguli
Associate Prof of Applied Physics @Stanford, and departments of Computer Science, Electrical Engineering and Neurobiology. Venture Partner @a16z ganguli-gang.stanford.edu/surya.html Stanford, CA Joined December 2013-
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More excited than ever to announce $1.7M: "CBS-NTT Program in Physics of Intelligence at Harvard"! 🧠 With new technology comes new science. The time is ripe to build a better future with "Physics of Intelligence for Trustworthy and Green AI"! 🧵👇news.harvard.edu/gazette/story/…
Last week at the AE Spring Summit we hosted a fascinating panel on Fundamental Technical Challenges for ML/AI: youtu.be/XCUq9Yq1BS8?si… Many thanks to panelists: Gayatri Sarkar (@GS_VCactivist, @AdvaitaCap) Eliza Kosoy (@ElizaKosoy, @berkeley_ai) Surya Ganguli (@SuryaGanguli,…
An excellent thread on homoclinic chaos and more!
Looking forward to speaking to the National AI Advisory Committee (ai.gov/naiac/) tomorrow April 16 12:30pm PST on advancing biology and human health with AI, and related regulatory issues. To attend virtually: events.nist.gov/profile/form/i… Agenda: nist.gov/system/files/d…
Reviewers / meta reviewers: this is an example of what NOT to do. Isolating the simplest possible failure modes of complex models is a worthwhile contribution - as is (in other cases) deriving the simplest possible model of a phenomenon that makes testable predictions.
Reviewers / meta reviewers: this is an example of what NOT to do. Isolating the simplest possible failure modes of complex models is a worthwhile contribution - as is (in other cases) deriving the simplest possible model of a phenomenon that makes testable predictions.
Here is a meta-review we got for third submission of a paper that aims to study text-understanding capacities of LLMs, focusing on very simple, if not trivial, cases where they systematically fail. We see every stated weakness as a strength, and they are all by design.
What are some of the Grand Challenges in Healthcare that AI gives us a shot at addressing? Come along with @vijaypande and I as we jam on: ➡️The claim as a bundle of logic to be automated. ➡️Always-on clinical trial A/B tests at population scale. ➡️Spot pricing for healthcare…
I wrote a short "perspective" piece about some of the challenges we face in building generative models for physical and chemical systems. The main contention is that incorporating physics more directly will help! authors.elsevier.com/a/1itv4_UvfPrb…
Should be fun - come join this summit on fundamental challenges in AI!
Should be fun - come join this summit on fundamental challenges in AI!
"Beauty is truth, truth beauty—that is all Ye know on earth, and all ye need to know.” So it goes for art, life, science, math, and yes… well executed startups.
"Beauty is truth, truth beauty—that is all Ye know on earth, and all ye need to know.” So it goes for art, life, science, math, and yes… well executed startups.
Thanks @natashaloder for a great conversation on AI’s impact on drug development over the past decade, and why regulators must keep pace to maximize the impact of this new wave of medicines. Read the full article in @TheEconomist’s Technology Quarterly: economist.com/technology-qua…
Students, there is still a bit of time to sign up for our NeuroAI course! We've got an awesome curriculum for you, courtesy of folks like @xaqlab , @evadyer , @KriegeskorteLab , @SuryaGanguli , @meganakpeters , @tyrell_turing , @neurograce , @introspection . Join us!
Students, there is still a bit of time to sign up for our NeuroAI course! We've got an awesome curriculum for you, courtesy of folks like @xaqlab , @evadyer , @KriegeskorteLab , @SuryaGanguli , @meganakpeters , @tyrell_turing , @neurograce , @introspection . Join us!
1/7 So I hear Twitter is now called X.. Guess who's back! 😅 But some things never change... Excited to share our new @Nature paper reporting a new frequency comb generator - Introducing the FM-OPO microcomb! nature.com/articles/s4158…🌈
Looking forward to giving the Harvard Physics Colloquium this Monday and the MIT Physical Math Seminar this Tuesday, and to catching up with colleagues in Cambridge!
Yes to applications of statistical physics in stats/ML! See eg: annualreviews.org/doi/abs/10.114… iopscience.iop.org/article/10.108… journals.aps.org/prx/abstract/1…
Yes to applications of statistical physics in stats/ML! See eg: annualreviews.org/doi/abs/10.114… iopscience.iop.org/article/10.108… journals.aps.org/prx/abstract/1…
@AlexWoolgar and I are seeking a postdoc with strong analysis skills! Project applies ML decoding to EEG recordings of autistic non-speakers during audiobook listening, to understand receptive language processing. Based in Cambridge, UK. More details here: tinyurl.com/m9atmjt4
Absolutely. The fundamentals of these fields will still be fundamental a few decades from now and will need to be learned by those who seek to advance science, technology and society. Curious though, who disagrees and why?
Absolutely. The fundamentals of these fields will still be fundamental a few decades from now and will need to be learned by those who seek to advance science, technology and society. Curious though, who disagrees and why?
Kording —-& Lab �.. @KordingLab
42K Followers 4K Following Konrad kording, @Penn Prof, deep learning, brains, #causality, rigor, https://t.co/tTJW05RjpC, https://t.co/qf7ZHxiCUt, Transdisciplinary optimist, Dad, Loves outdoors, 🦖Patrick Mineault @patrickmineault
19K Followers 3K Following Neuro AI, vision, Python, open science. Senior ML scientist @ Mila. Previously engineer @ Google, Meta. Updates from https://t.co/d0o7cSLC6o, https://t.co/duh0cFwLywKanaka Rajan @KanakaRajanPhD
10K Followers 2K Following Associate Professor at Harvard & Kempner Institute. Applying computational frameworks & ML to decode multi-scale neural processes. Marathoner. Rescue dog mom.David Pfau @pfau
22K Followers 1K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own pfau at sigmoid dot social on 🦣 https://t.co/xqtVHHVI17 on 🦋Dan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)Dileep George @dileeplearning
10K Followers 1K Following AGI research @DeepMind. Ex cofounder & CTO @vicariousai (acqd by Alphabet) and @Numenta. Triply EE (BTech IIT-Mumbai, MS&PhD Stanford). #AGIComicsBlake Richards @tyrell_turing
15K Followers 2K Following Researcher at @mcgillu combining AI and neuroscience. Also on Bluesky (@tyrellturing.bsky.social) and Mastodon: @[email protected].Tony Zador @TonyZador
11K Followers 2K Following Neuroscientist at CSHL. Interests: neuroAI, molecular connectomics, & cortical circuits underlying decisions. Co-founder of Cosyne and NAISys meetings.Shahab Bakhtiari @ShahabBakht
3K Followers 1K Following || assistant prof @UMontreal || leading the systems neuroscience and AI lab (SNAIL) || @Mila_Quebec || #NeuroAI || vision and learning in brains and machinesIrina Rish @irinarish
9K Followers 994 Following prof UdeM/Mila; Canada Excellence Research Chair; AAI Lab head https://t.co/UzlrC7ZrGF; INCITE project PI https://t.co/0rV7szd7rH; CSO https://t.co/XDhj6MEtUjDavid Sussillo @SussilloDavid
12K Followers 811 Following Comp neuro/deep learning. Research scientist at Meta Reality Labs. Adjunct prof at Stanford. Prev: Google Brain, Stanford postdoc. Milton Hershey Alum.Behnam Neyshabur @bneyshabur
18K Followers 689 Following Senior Staff Research Scientist @GoogleDeepMind, Interested in reasoning w. LLMs, traveling & backpackingProf. Anima Anandkuma.. @AnimaAnandkumar
25K Followers 2K Following Bren Professor @caltech, Fmr Sr Director of #AI research @nvidia, Fmr Principal Scientist @awscloud, AI+Science, PDE, Neural operators. Views my own.Tim Kietzmann @TimKietzmann
11K Followers 3K Following ML meets Neuroscience #NeuroAI, Full Professor at the Institute of Cognitive Science (@UniOsnabrueck), prev. @DondersInst, @Cambridge_Uni #neuroconnectionismDan Levenstein @dlevenstein
3K Followers 1K Following Neuroscientist, in theory. Studying sleep in 🧠s and 💻s with @tyrell_turing and @apeyrache at Mila/McGillFelix Hill @FelixHill84
9K Followers 777 Following Research Scientist, Deepmind I try to think hard about everything I tweet, esp on 90s football and 80s music None of my opinions are really someone else'sNicole C Rust, PhD @NicoleCRust
7K Followers 887 Following Professor @Penn. Memory scientist. Advocate of community-based progress. Writing a book about brain research. What do we want to know?Orhun Akengin @akenginorhun
35 Followers 47 Followingssteevens @Steevens43
148 Followers 4K Followingmetavalent stigmergy @metavalent
440 Followers 4K Following The process by which novel insights, intuitions, understandings, ideas, or concepts originate, germinate, blossom, propagate, and instantiate DCNs and DCNRs.Harsh Desai @dreamerharsh
1 Followers 3K FollowingFelo @wangzhi0467
9 Followers 98 Followingmno @mno
56 Followers 1K FollowingHaolin Liu @hlinliu
139 Followers 548 Following Ph.D. candidate at CMU (@CarnegieMellon) | Working on additive manufacturing technologies & materials scienceTuan Minh Pham @physicsidea
67 Followers 197 Following I study Non-equilibrium Statistical Physics of Complex Adaptive Networked SystemsJon Kelley @jonkell
458 Followers 3K Following Technology professional and musician with a love for philosophy, physics and economics.Grosenick Lab @logan_grosenick
4 Followers 50 FollowingSunder Velamuri @BeautyRao
60 Followers 90 Following Husband, Father, Technologist, Hiker and Tar heel fanataticHokin Deng @DengHokin
21 Followers 313 FollowingGeogristle @geogristle
732 Followers 513 Following differential geometry & neurobiology steering the ship of theseus I;m thinking about thos NCCsJerry Chen @jerchenn
34 Followers 342 Following Post-doc & PhD @Cambridge_Uni. Working on spatial economics, causal inference & machine learningeleni @elenishor
95 Followers 576 Following they/them. sophomore at MIT studying math and CS. wailing widow of Ashur. probably a large language model.Alexander Terenin @avt_im
6K Followers 948 Following Machine learning, artificial intelligence, decision theory | anti-ideological | thinking carefully about incentives | Assistant Research Professor @CornellSina Khanmohammadi @Dr_SinaKhan
186 Followers 324 Following Assistant Professor @UofOklahoma | Principal Investigator @3sigmalabSRINJOY GANGULY @GangulySrinjoy
75 Followers 2K FollowingZohaib Hassan, PhD @drzohaibh
879 Followers 6K Following Postdoctoral Researcher at @ZhejiangLab HangzhouMax Leung @zyliang99
3 Followers 260 FollowingJason M @JasonM944
6 Followers 43 FollowingMeebai @Meebaipro
430 Followers 3K Following Una metodología para la educación consciente de las emociones basada en la inteligencia artificial (AI). #MEEBAI #AI #Education #EmotionsRossella Gabriele @Rozyella
548 Followers 949 FollowingAbhinav Kumar | अ�.. @abhinav1kumar
223 Followers 1K Following 3D Object Detection+3D Computer Vision | PhD (CSE) Student @michiganstateuCuong Nguyen Lan @lan_cuongNguyen
27 Followers 227 FollowingEeshan Hasan @eeshan_hasan
93 Followers 209 Following Doctoral Student at Indiana Uni in the Computational Cognitive Decision Making Lab with Jennifer Trueblood. Process Models, Bayesian Models, AI intersection.Nikita Saxena (she/he.. @nikitasaxena02
279 Followers 609 Following Predoc@Google | Mila | BITS PilaniTai Nguyen @taidng
130 Followers 1K Following @Penn. I enjoy language models and Pete Carroll energy. From Saigon 🇻🇳Kane Toh @kane953o
242 Followers 2K Following Curious natural scientist | Postdoctoral research fellow (Bioinformatics) @csi_singapore | PhD @GeneticsCam @SteventonLab @Cambridge_Uniai jesus @ptolemyofsinope
51 Followers 206 Following i went to one of canada’s top ai schools and got really good gradesmlecchaslayer156 @mlecchasla37448
98 Followers 3K FollowingBlake Byer @BlakeByer
179 Followers 703 Following Runner 🏃♂️ University of Kentucky TFXC ‘26. Bioinformatics Research Assistant. Interested in #AI #Biology #MedicineGagan Jain @gaganjain1582
49 Followers 732 Following Predoc Researcher @GoogleDeepMind | IIT Bombay'22Crazy Universe @Crazy_Universe0
94 Followers 1K FollowingTanishka Sumbe @SumbeTanishka
77 Followers 1K FollowingShitanshu Pandey @hello_Shitanshu
1 Followers 111 Following AGI: A Multidimensional Journey, Not a Single-Event Destination.Zeyu Jing @ZeyuJing
110 Followers 233 Following Neuroscience & Mathematics; PhD student in Computation & Neural Systems at Caltech; NYU alum.Milin Bhade @MilinBhade
57 Followers 1K Following Post Grad Student at IISc, Bangalore Masters in Computer Science & AutomationReal AI @ UCSB @ai_ucsb
142 Followers 115 FollowingHashHakim @hash_hakim
124 Followers 4K FollowingHamza Mahmood @admiral_caramel
30 Followers 191 Following Nanofab | Hardware | Bio // mover of current // ECE @uoftengineeringKording —-& Lab �.. @KordingLab
42K Followers 4K Following Konrad kording, @Penn Prof, deep learning, brains, #causality, rigor, https://t.co/tTJW05RjpC, https://t.co/qf7ZHxiCUt, Transdisciplinary optimist, Dad, Loves outdoors, 🦖Patrick Mineault @patrickmineault
19K Followers 3K Following Neuro AI, vision, Python, open science. Senior ML scientist @ Mila. Previously engineer @ Google, Meta. Updates from https://t.co/d0o7cSLC6o, https://t.co/duh0cFwLywDan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)Dileep George @dileeplearning
10K Followers 1K Following AGI research @DeepMind. Ex cofounder & CTO @vicariousai (acqd by Alphabet) and @Numenta. Triply EE (BTech IIT-Mumbai, MS&PhD Stanford). #AGIComicsBlake Richards @tyrell_turing
15K Followers 2K Following Researcher at @mcgillu combining AI and neuroscience. Also on Bluesky (@tyrellturing.bsky.social) and Mastodon: @[email protected].David Sussillo @SussilloDavid
12K Followers 811 Following Comp neuro/deep learning. Research scientist at Meta Reality Labs. Adjunct prof at Stanford. Prev: Google Brain, Stanford postdoc. Milton Hershey Alum.Behnam Neyshabur @bneyshabur
18K Followers 689 Following Senior Staff Research Scientist @GoogleDeepMind, Interested in reasoning w. LLMs, traveling & backpackingProf. Anima Anandkuma.. @AnimaAnandkumar
25K Followers 2K Following Bren Professor @caltech, Fmr Sr Director of #AI research @nvidia, Fmr Principal Scientist @awscloud, AI+Science, PDE, Neural operators. Views my own.Felix Hill @FelixHill84
9K Followers 777 Following Research Scientist, Deepmind I try to think hard about everything I tweet, esp on 90s football and 80s music None of my opinions are really someone else'sNicole C Rust, PhD @NicoleCRust
7K Followers 887 Following Professor @Penn. Memory scientist. Advocate of community-based progress. Writing a book about brain research. What do we want to know?Boaz Barak @boazbaraktcs
17K Followers 419 Following Computer Scientist. See also https://t.co/EXWR5k634w, https://t.co/SEVX6it6z3 ( @[email protected] , boaz.barak in threads ). Opinions my own.Mackenzie Mathis, PhD @TrackingActions
20K Followers 12 Following Scientist merging adaptive motor control & machine learning | 🐭@deeplabcut 🦓@cebraAI | @ELLISforEurope Scholar | (same @ on bluesky)Andrew Saxe @SaxeLab
5K Followers 392 Following Prof at @GatsbyUCL and @SWC_Neuro, trying to figure out how we learn. Bluesky: @SaxeLab Mastodon: @[email protected]Adam J Calhoun @neuroecology
19K Followers 1K Following I can't imagine smells. Neuro, ecology, behavior, punctuation art. Now: @Meta @RealityLabs, ML for neural interfaces. Prev: @Princeton @SalkInstitute @IntelAnimesh Garg @animesh_garg
21K Followers 1K Following Foundation Models for Generalizable Autonomy. Assistant Professor in AI Robotics @GeorgiaTech + @NvidiaAI. prev @Stanford @berkeley_ai @UofTCompSciRui Ponte Costa @somnirons
3K Followers 1K Following Computational neuroscientist bringing machine and neural learning closer together @OxNeuro @OxfordDPAG | #firstgen | @ERC_Research Grantee 🇵🇹🇪🇺🇬🇧🌳Jascha Sohl-Dickstein @jaschasd
19K Followers 623 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.Jason Lee @jasondeanlee
10K Followers 3K Following Associate Professor at Princeton and Research Scientist at Google DeepMind. ML/AI Researcher working on foundations of LLMs and deep learningBen Poole @poolio
17K Followers 1K Following research scientist at google brain. phd in neural nonsense from stanford.Scott Kupor @skupor
50K Followers 365 Following Managing Partner at Andreessen Horowitz; Author of Secrets of Sand Hill Road; father of three amazing/crazy/beautiful girlsGuido Appenzeller @appenz
7K Followers 198 Following At a16z investing in AI & Infra. 2x founder & CEO. CTO at Intel & VMware. CPO at Yubico. Tweets are my own.NicoleYunger Halpern @nicoleyh11
5K Followers 748 Following Theoretical quantum physicist @NIST, @JointQuICS, @UMD_IPST, and @UMDPhysics. Author of Quantum Steampunk: The Physics of Yesterday's Tomorrow @JHUPress.Tim Dettmers @Tim_Dettmers
29K Followers 819 Following PhD Student at @UW. I blog about deep learning and PhD life at https://t.co/Y78KDJJFE7.Vrinda Kalia @KaliaVrinda
688 Followers 2K Following Metabolomics/Exposomics and EVs in aging and environmental health | BOD - BLR - NYC - ATL - NYC | she/her/hersMIT Science @ScienceMIT
36K Followers 540 Following Official account of the @MIT School of Science #ScienceMITAdela Tomsejova @adelatomsejova
237 Followers 521 Following @a16zbiohealth | alum: Evercore | Half Moon BayNimwegenLab @NimwegenLab
3K Followers 195 Following Gene regulatory networks and genome evolution. How do single cells make up their minds? @[email protected]Maissam Barkeshli @MBarkeshli
3K Followers 376 Following Associate Professor of Physics at University of Maryland, College Park and Joint Quantum Institute. Previously at Berkeley, MIT, Stanford, Microsoft Station QAnjney Midha @AnjneyMidha
7K Followers 1K Following general partner @a16z. industrialization maximalist. @prev: ceo/founder @ubiquity6 (acquired by @discord)Nature Reviews Clean .. @natrevcleantech
189 Followers 92 Following Reviewing and amplifying clean technology research, from science to society. Launching in January 2025 from the Nature Portfolio.Santa Fe Institute @sfiscience
64K Followers 1K Following The premier research center for #complexsystems #science. @complexexplorer @sfipress #ComplexityPodcast https://t.co/0m7JBoR6VGSIAM Activity Group o.. @DynamicsSIAM
10K Followers 2K Following The X account of Society for Industrial and Applied Mathematics activity group on Dynamical Systems. Managed by activity-group officers. https://t.co/StVrDaPXwbJay Rughani @JayRughani
4K Followers 921 Following Partner @a16z investing in health & bio software. Prev @flatironhealth (acq by @roche for ~$2b) & @deloittehealth. Professional student.Joshua 🇺🇦 Bloom @profjsb
4K Followers 1K Following Prof at @UCB_Astronomy • 🆕 https://t.co/wSCSmtdEKO cofounder • https://t.co/WcsRK9QUKQ cofounder • Inventor • Dad • #Tennis 🎾 everything • Anti pickleball, Anti #TransparentMoonNature Reviews Psycho.. @NatRevPsych
6K Followers 191 Following An online-only journal publishing Reviews, Perspectives & Comments across psychology, its applications & societal implications. Tweets from the editors.uri alon @UriAlonWeizmann
11K Followers 518 Following The Alon lab explores design principles of biological circuits, focusing on systems medicine, ageing and healthspan.Gonçalo Poças @goncampocas
3K Followers 1K Following Neuroscientist 🧠 Neuronal control of innate animal behavior 🙉 Human neuropathologies 💊 Clinical Research Coordinator | Neuropsychiatry Unit @ChampalimaudFJoelle Pineau @jpineau1
10K Followers 352 Following AI researcher. VP AI Research (FAIR), @AIatMeta. Professor of Computer Science, @mcgillu. Core academic member, @Mila_QuebecProbability and Stati.. @probnstat
33K Followers 332 Following Probability. Statistics. Machine Learning. Data Science.Chan Zuckerberg Initi.. @ChanZuckerberg
26K Followers 461 Following Building technology, community-driven solutions and collaborative partnerships for a more inclusive, just and healthy future.Complexity Digest @cxdig
22K Followers 2K Following Networking the complexity community since 1999. Official news channel of the Complex Systems Society @CompSysSoc. Edited by @cgershenSerafim Batzoglou @s_batzoglou
2K Followers 605 Following Genomics-computation-ML-biotech-foundations of math-philosophy of mind; CDO @seer_bio; former prof @StanfordAILab; cofounder @dnanexus; opinions entirely my ownLake Conferences @LakeConferences
250 Followers 187 FollowingRicard Solé @ricard_sole
16K Followers 899 Following Scientist & skeptic. Dad. Pathologically curious. Complexity, synthetic transitions, liquid brains, Earth Terraformation. ICREA+SFI professor. Author. Humanist.Niko McCarty 🧫 @NikoMcCarty
23K Followers 860 Following Scientific progress, especially biology. Founding Editor @AsimovPress Head of Creative @AsimovBioFrank Nielsen @FrnkNlsn
23K Followers 1K Following Machine Learning & AI, Information Sciences & Information Geometry, Distances & Statistical models, HPC. "Geometry defines the architecture of spaces" @SonyCSLJames Zou @james_y_zou
10K Followers 59 Following @Stanford professor. Chan-Zuckerberg investigator. Sloan Fellow. AI for biotech + health. Making AI more trustworthy, reliable and human compatible.Andrew White @andrewwhite01
20K Followers 2K Following Head of Sci/cofounder @FutureHouseSF. Prof of chem eng @UofR (on sabbatical). Wrote textbook on deep learning in chemistry (https://t.co/WXOkMs9pkB).Gordon Wetzstein @GordonWetzstein
2K Followers 36 FollowingTara Viswanathan @TaraViswanathan
13K Followers 822 Following Founder & CEO @rupa_health, formerly @stanford, @wharton, @parsley_health, @lululemon. TX raised, CA living 🤠🌊 sharing stuff I learn & want to remember 🙌Daily Stoic @dailystoic
575K Followers 10 Following Stoic wisdom for everyday life. Preorder the next book in The Stoic Virtues Series:PrizePicks @PrizePicks
286K Followers 660 Following Daily Fantasy Made Easy 😈 New Members: Get your first deposit matched up to $100 | 🎮 @PrizePicksGG Support Updates: @PrizeSupportKai-Fu Lee @kaifulee
1.5M Followers 658 Following #AI Expert, CEO of @01ai_yi and Chairman of 创新工场 @sinovationvc, former President of Google China, Author of AI 2041 and NYT Bestseller AI SuperpowersNikki Haley @NikkiHaley
1.1M Followers 930 Following Former UN Ambassador and South Carolina Governor, Clemson Tiger. Running for POTUS. Fighting for a strong and proud America. 👊🏽🇺🇸martin_casado @martin_casado
50K Followers 2K Following GP @ a16z ... questionable heuristics in a grossly underdetermined worldFutureHouse @FutureHouseSF
2K Followers 3 Following Philanthropically-funded moonshot building semi-autonomous AI to accelerate the pace of scientific discovery in biology.Markus Deserno @MarkusDeserno
10K Followers 252 Following Theoretical and computational biophysicist @CarnegieMellon. Loves lipid membranes. (he/him) 🇩🇪🇺🇸Eero Simoncelli @EeroSimoncelli
617 Followers 71 Following Professor at NYU; Scientific Director, Ctr for Computational Neurocience, Flatiron Institute. Research in Computational Vision (neurons, perception, machines).Leo Yuhao Jin @LeoYuhaoJin
66 Followers 205 Following PhD student in cog neuro,fan of brain-AI integration, Q to ask: how brain devotes resource to learnable tasks while ignoring random associations @ZuckermanBrainDiyi Yang @Diyi_Yang
14K Followers 2K Following Assistant Professor @Stanford CS @StanfordNLP @StanfordAILab. Formerly @GeorgiaTech. Computational Social Science & NLP"Leigh Marie" Braswel.. @LM_Braswell
14K Followers 4K Following partner @kleinerperkins; previously investing @foundersfund, first pm & early eng @scale_ai; if you like infra, ML, or poker let's chatWe at @StanfordHAI could really use some of these if we wish to truly shape a human-centered AI guided by the broad values of the different fields in a university.
@gdb @nvidia So appreciative of Jensen’s contribution to #AI! This was when he delivered the world’s first @nvidia DGX-1 to our lab @StanfordSVL back in 2016! 😍
serious question: why is the police needed to remove a few kids from a lawn? cant they just turn on the sprinklers or something?
This is the best tutorial I've seen for fully understanding and implementing Transformers models. It includes a complete working implementation from scratch of all the key pieces, written in a way to make learning and understanding as easy as possible.
I've written up my study group lectures on implementing Transformers in PyTorch into a blog series: Creating Transformers from Scratch: - Part 1: The Attention Mechanism benjaminwarner.dev/2023/07/01/att… - Part 2: The Rest of the Transformer benjaminwarner.dev/2023/07/28/res…
Our second (and final) blog post on model components is now out: we show that component attributions enable model editing! See the blog post for more: gradientscience.org/modelcomponent… Paper: arxiv.org/abs/2404.11534 (this time with no typos :) Code: github.com/MadryLab/model…
How do model components (conv filters, attn heads) collectively transform examples into predictions? Is it possible to somehow dissect how *every* model component contributes to a prediction? w/ @harshays_ @andrewilyas, we introduce a framework for tackling this question!…
The future is non-Gaussian. We're excited to expound on how non-Gaussian state preparation and measurement will empower quantum sensing. Thanks to James Gardner and Tuvia Gefen for the heavy lifting and Lee McCuller for the visionary ideas. arxiv.org/abs/2404.13867
1/ Did you know that a single medication, MMB 693, airlifted to a pneumonia-stricken Winston Churchill during WWII, likely saved his life and altered the course of the war? This event highlights the profound impact of medicine and it was a fun anecdote shared by the one and…
I can't get over how fantastically creative Grant Sanderson @3blue1brown is! We all know he's one of the best math teachers on the planet. But who knew he could sing, play guitar, and create musical comedy? Check out his performance of this song about the twin prime conjecture,…
We are so lucky to have Philip Tagari in the @a16zBioHealth portfolio as the CSO of @insitro. I learned how to be a curious, rigorous, innovative scientist from him while at Amgen, and continue to admire his creativity & leadership today. Worth a listen! a16z.com/podcast/the-po…
We were busy bees on the east coast last week.
Last week’s highlights: From the United Nations to Council of Foreign Relations to Congress, the HAI team partook in a series of high-level briefings, panel discussions, and interviews to discuss the latest #AIIndex2024. Watch the @CFR_org meeting here: cfr.org/event/next-cha…
Last week’s highlights: From the United Nations to Council of Foreign Relations to Congress, the HAI team partook in a series of high-level briefings, panel discussions, and interviews to discuss the latest #AIIndex2024. Watch the @CFR_org meeting here: cfr.org/event/next-cha…
I'm excited to oversee @ChanZuckerberg's work to combat climate change. We're supporting innovative solutions that help contribute to a greener, more sustainable future for all. This #EarthDay, learn more about why carbon dioxide removal is crucial: bit.ly/3PdMA2H 🌍
Poincaré left a trail of breadcrumbs in nonlinear dynamics: Why are homoclinic orbits so essential for chaos? I want to come at this from an angle you don't usually see -- one which shows just how universal homoclinic chaos really is, in the simplest possible way.
@roydanroy Obviously not, I’m (effectively) a postdoc trying to guess the incentives governing the behavior of those above me. But you’re a reasonably-senior faculty and have therefore surely been on the committees: why not say a bit about what influences decisions at Toronto?
How to pick a problem. Today in @CellCellPress. 1/53 cell.com/cell/fulltext/…
📚 A modern, advanced undergraduate or graduate-level textbook on quantum mechanics. It effectively combines the presentation of a standard set of topics with a contemporary, in-depth introduction to quantum entanglement. Solid and invigorating!
Vanessa Parti, director of research programs at @StanfordHAI, shares keynote remarks on the current state of AI and what we can do to harness its power in education. #AILiteracyDay
A Mean-Field Analysis of Neural Gradient Descent-Ascent: Applications to Functional Conditional Moment Equations ift.tt/7hyEbBu
Two new chapters from my open-access textbook in human population genetics are now online: - Population structure: I. Ancestry estimation - Population structure: II. More about admixture web.stanford.edu/group/pritchar…
I'm delighted to release the first half of my new open-access online textbook in human population genetics: web.stanford.edu/group/pritchar…