Sanjeev Arora @prfsanjeevarora
Director, @PrincetonPLI and Professor @PrincetonCS. Seeks math/conceptual understanding of deep learning and large AI models. cs.princeton.edu/~arora/ New Jersey, USA Joined July 2017-
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SWE-agent rocks
Congratulations!
Coding is the frontier of AI. Excited to push the two frontiers of AI coding: 1. SWE(-bench/agent) 2. Olympiad programming (this tweet) Introduce USACO benchmark: * inference methods (RAG/reflect) help a bit: 9->20% * human feedback helps a lot: 0->86%! princeton-nlp.github.io/USACOBench/
We were privileged to participate in the launch event for New Jersey's new AI Hub@Princeton. Speakers included Governor Murphy and President Eisgruber. Tremendous energy in the room, from academics and business folks from all around NJ. Keynote speaker @BradSmi .
We were privileged to participate in the launch event for New Jersey's new AI Hub@Princeton. Speakers included Governor Murphy and President Eisgruber. Tremendous energy in the room, from academics and business folks from all around NJ. Keynote speaker @BradSmi .
Nice!
Congratulations to Avi Wigderson on winning this year's @TheOfficialACM A.M. Turing Award! 🎉 His contributions to how randomness and computation interact have significantly shaped modern computing.
Congratulations to Avi Wigderson on winning this year's @TheOfficialACM A.M. Turing Award! 🎉 His contributions to how randomness and computation interact have significantly shaped modern computing. https://t.co/uFObYIBirj
Big congratulations to Avi Wigderson of IAS Princeton for winning the Turing Award in CS. Truly an all-time great in theoretical computer science and discrete math. Also one of the nicest human beings I know --friend and mentor to so many (including me) tinyurl.com/fz5vxxaf
Very interesting papers @ZeyuanAllenZhu . This trick is very interesting. I recall hearing evidence OpenAI does label training data with source/provenance (the LLM sometimes spits out those memorized labels). Can't remember where/who I learnt this from
Very interesting papers @ZeyuanAllenZhu . This trick is very interesting. I recall hearing evidence OpenAI does label training data with source/provenance (the LLM sometimes spits out those memorized labels). Can't remember where/who I learnt this from
Good data is key for all LLM work. This is a nice survey on how to do good data selection for LLMs (pertaining or fine-tuning). Kudos to @xiamengzhou and @SadhikaMalladi
Good data is key for all LLM work. This is a nice survey on how to do good data selection for LLMs (pertaining or fine-tuning). Kudos to @xiamengzhou and @SadhikaMalladi
Check out the @pawprinceton profile of @andresmh, who leads the Human-Computer Interaction Lab @Princeton. He's building tech that serves the greater good — including research aimed at making platforms like Uber and Doordash better for gig workers. paw.princeton.edu/article/human-…
Fantastic work from our @PrincetonPLI team. Agent-based AI is clearly a big next step.
Fantastic work from our @PrincetonPLI team. Agent-based AI is clearly a big next step.
Yeah the grads here are amazing. Every day at work is a treat.
Yeah the grads here are amazing. Every day at work is a treat.
Delighted and honoured to receive a Knighthood for services to AI. It’s been an incredible journey so far building @GoogleDeepMind over the past 15 years, helping accelerate the field and grow the UK & global AI ecosystems. Thanks to everyone who helped make this dream possible!
I was quite curious what OpenAI's preparedness unit is working on, and @aleks_madry gave a good high-level view in our Princeton Alignment and Safety seminar youtube.com/watch?v=pe3XF0… Kudos to @SadhikaMalladi and @YangsiboHuang for interesting followup Q&A
Looking forward to understanding from @aleks_madry about @OpenAI 's thinking on near-term AI risks, responsibility of the preparedness unit. Tune in to the seminar tomorrow (Tuesday) 2pm EST!
Looking forward to understanding from @aleks_madry about @OpenAI 's thinking on near-term AI risks, responsibility of the preparedness unit. Tune in to the seminar tomorrow (Tuesday) 2pm EST!
Do Large Language Models (LLM) have leadership? Together with cognitive scientists Tom Griffiths @cocosci_lab and Natalia Velez @natvelali at @Princeton, we created a multi-LLM-agent system to test if agents work better with a leader. It turns out that LLMs do have leadership,…
Congratulations on the move @misovalko
Congratulations on the move @misovalko
The GPUs have landed! (300 H100s on tap for AI research @PrincetonPLI ) ai.princeton.edu/news/2024/prin…
Very excited to host Paul Christiano as our kick-off speaker in Princeton Alignment and Safety Seminar today at 2pm pli.princeton.edu/events/2024/ca…
Very excited to host Paul Christiano as our kick-off speaker in Princeton Alignment and Safety Seminar today at 2pm pli.princeton.edu/events/2024/ca…
Tried it on Claude 3. It got it wrong badly, talking about arctic circle. Then I asked it "How far do you walk from north pole to get to the arctic circle?" It immediately corrected itself and gave a (i.e., one of the) correct answer.
Tried it on Claude 3. It got it wrong badly, talking about arctic circle. Then I asked it "How far do you walk from north pole to get to the arctic circle?" It immediately corrected itself and gave a (i.e., one of the) correct answer.
Dan Roy @roydanroy
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Percy Liang @percyliang
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Kyunghyun Cho @kchonyc
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Csaba Szepesvari @CsabaSzepesvari
8K Followers 703 Following "If there is not folly in the world, then the world itself is folly. You must understand that mistakes are not always regrets." - Paul Tobin, Bandette🤠
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Aaron Roth @Aaroth
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Matt Ho @matt_seb_ho
70 Followers 154 Following Undergraduate Researcher @ucsbNLP Interested in LLM reasoning and instruction following.
Taslima Akter Liza @TaslimaAkt87010
24 Followers 340 Following I specialize digital marketing and I work successfully all marketplaces in the world. #digitalmarketer #taslimaakterliza #adsexpert #marketplace #youtubeexpart
Nicolò De Sabbata @cndesabbata
106 Followers 439 Following 👨🏻💻CS MS student at @EPFL_en | Visiting Student Researcher @Princeton |Previously @AXA @amazon | 🧠Deep Learning, NLP & Cognitive Science | 🇪🇺🇮🇹🇨🇭
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DigitalpathologyUCGCo.. @DrKhadijaAlAmi1
115 Followers 1K Following This is Dr. Khadija an Organising Secretariat dedicated to helping international and domestic researchers to grow their knowledge and experiences
Sathish Kasilingam @sathishisak
156 Followers 2K Following Interests lie in manufacturing, software, quality, CNC Machine analytics, Data analytics, product management and startups
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Fu Li @FuLi1119810
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AIQUEST @ProAiquest
108 Followers 453 Following Exploring the latest in AI tools and technologies. Join me on a journey into the future of innovation and automation. #AI #chatgpt #TechEnthusiast
Archer Wang @ArcherWang6
66 Followers 137 Following incoming phd student @MITEECS prev B.S. @MIT_Physics / @tryramp @MetaAI
Nikhil Raghav @NikhilRagh61262
0 Followers 19 Following
Meebai @Meebaipro
426 Followers 3K Following Una metodología para la educación consciente de las emociones basada en la inteligencia artificial (AI). #MEEBAI #AI #Education #Emotions
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AG @navierisstoked
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Hector Corrada Bravo @hcorrada
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Aaditya ; @Aaditya26082004
522 Followers 7K Following CS'26 • Machine Learning • Open-Source • Web Dev. • Algorithms • Jai Shree Krishna 🦚🪈
Ahmad Amin @7AhmadAmin
22 Followers 75 Following Researcher in AI, Machine Learning, and Multimedia "Deepfake" Forensics at South China University of Technology.
Veniamin Veselovsky @VminVsky
296 Followers 524 Following pre-trained on epfl and university of toronto
A H M E D @AHMED96995473
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Sasquatch @Sasquat78830142
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Jan Neumann @jankneumann
225 Followers 2K Following I lead the Comcast Applied AI & Discovery team where we use AI/ML to improve Comcast’s entertainment, connected living and customer service experiences.
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John deVadoss @john_devadoss
9K Followers 732 Following board @GBBCouncil co-founder @IntWorkAll co-chair @blockchainIEEE angel @eigenlayer co-founder @neuralfabric // GM @Microsoft Phd wk/AI "economic platforms"
metavalent stigmergy @metavalent
441 Followers 4K Following The process by which novel insights, intuitions, understandings, ideas, or concepts originate, germinate, blossom, propagate, and instantiate DCNs and DCNRs.
d @GrigoreIvan
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Shiladitya Biswas @shiladitya997
3 Followers 169 Following
Gus Schmidt @Gus_Schmidt_21
122 Followers 1K Following I study shapes and numbers as a Math PhD candidate @BostonCollege.
Joey @him_joey
98 Followers 779 Following
JHU CLSP @jhuclsp
5K Followers 662 Following Center for Language and Speech Processing at @JohnsHopkins #NLProc #MachineLearning #AI https://t.co/6IXR5OSiDY @[email protected]
Rag @Beingsissyphus1
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49K Followers 408 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
Behnam Neyshabur @bneyshabur
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Prof. 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.
Christopher Manning @chrmanning
126K Followers 115 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
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11K Followers 187 Following machine learning and optimization @PrincetonCS & Google DeepMind Princeton, dad^3
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Princeton Computer Sc.. @PrincetonCS
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8K Followers 474 Following AGI Believer. Haven't applied @OpenAI. Likes are not always endorsement.
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Anirudh Goyal @anirudhg9119
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Yann LeCun @ylecun
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Markus Brunnermeier @MarkusEconomist
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@prfsanjeevarora Thanks Sanjeev! No plan to release DiPaCo/DiLoCo codebase as they are tightly coupled with the infra. However @cranialxix, when interning in deepmind last Fall, made a very cool toy colab that simulate fairly well DiLoCo behavior at larger scale! github.com/google-deepmin…
A new era starts at @JmlrOrg with @RavikumarPrad and Tong Zhang as Editors-in-Chief! Huge thanks to @BachFrancis and David Blei for their incredible leadership (you will be missed!).
Congrats to @Caltech EAS Professor @AnimaAnandkumar for being elected as an AAAI Fellow! eas.caltech.edu/news/anima-ana…
"Please reread my request and try again" is truly amazing! Recently, we found that 'Rephrase and Respond' significantly enhances LLM's responses. Perhaps sharing a similar underlying mechanism: x.com/QuanquanGu/sta…
I duplicated Dimitris's interaction. Then I said to GPT-4 "Please reread my request and try again." This time it gave the correct answer and noted that there is nothing scary or unethical about it. I think a human could have made the same mistake.
I will try to post less about politics and more about acadmic matters but do want to make this point. Caring about Israelis and Jews does not mean not caring about Palestinians. The only solution for peace in that region is and has always been the two-state solution. Everyone…
@prfsanjeevarora @hmgxr128 @vfleaking Possible connection with this? arxiv.org/abs/1412.6651
@random_walker Was this with 3.5 or 4? I've found that 4 is significantly better in this regard, and I'm curious if you've found the same.
@andriy_mulyar @sleepinyourhat @srush_nlp @chrmanning @mdredze @ChrisGPotts We need more theory and conceptual understanding. It’s a brave new, exciting world!
Congratulations to EECS Professor, @MIT_CSAIL Principal Investigator, and @cmtelematics founder @HariBalakrish20, who today was awarded the top honor within the field of communications technology: the #MarconiPrize. We in the Department salute you, Hari! eecs.mit.edu/hari-balakrish…
With the rapidly advancing state of NLP, education is becoming as important as research to me! @_awettig and I taught a Princeton-wide🐯 workshop on the building blocks of ChatGPT, how you can use it, and what to be wary about! (Reply for a copy of the slides, we're refining it!)
Honored to receive this award. Thanks @Samsung 😁
“I love the elegance of math, and I would like to make a real-world impact.” @UW #UWAllen’s @SimonShaoleiDu was named a @Samsung @SamsungResearch #AI Researcher of the Year at the 2022 #SamsungAIForum for working to demystify deep learning: news.cs.washington.edu/2022/11/09/i-l… #UWinnovates
Humbled that the work myself, @ElanRosenfeld and Pradeep Ravikumar are doing in using causal modeling to understand OOD generalization has been recognized with an Amazon Research Award. More info on the @AmazonScience website: amzn.to/ara-fall-winte… #AmazonResearchAwards
🎉 Our ACL2022 paper “Ditch the Gold Standard: Re-evaluating Conversational Question Answering”, w/ @huihan_li, Manan Goenka and @danqi_chen received an outstanding paper award! Paper: arxiv.org/abs/2112.08812 Data/code: github.com/princeton-nlp/…
Starting a new "rotating" position shortly as Division Director of Information and Intelligent Systems at NSF (AI, HCI, ML, etc.). I'll be learning about what the research community needs, what NSF provides, and how to bring the two closer together! content.govdelivery.com/accounts/USNSF…
Verdict from @icmlconf: 3 out of 3 ..... rejected. If I go by tweet statistics, ICML has rejeted every single paper this year 🤣
A few career updates seem to have happened all at once, so I thought I’d make a thread! I’m honored to be appointed director of the Center for Information Technology Policy starting next summer. CITP is Princeton’s hub for tech & society research. citp.princeton.edu/31835-2
Had a lot of fun talking at and visiting @PrincetonCS! Thanks to Abhishek Panigrahi @tianle_cai @dingli_yu @jasondeanlee @prfsanjeevarora @HazanPrinceton @karthik_r_n Chi Jin for making it such a blast!
I've never imagined myself to be giving a keynote at one of the most prestigious ML conferences: ICLR. I thought those speaker seats are reserved for non-Asian, non-female, non-immigrant person who did not grow up in public housing and who has no imposter syndrome. 1/n
Thrilled to have @robinomial visit us today with the inspiring talk and the engaging discussions!
Some researchers stay within a topic and develop deep expertise over decades. That's a perfectly valid way to do things. I've instead found it fruitful to evolve a strong taste and research style while migrating relatively frequently between topics. This way is worth considering!
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