Zachary Lipton @zacharylipton
Professor: CMU/@acmi_lab, CTO / CSO: @AbridgeHQ, Creator: @d2l_ai & https://t.co/QQt98VNLUp, Relapsing 🎷 acmilab.org Pittsburgh, PA Joined January 2009-
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OpenAI has either (a) the biggest moat in the history of technology; or (b) zero moat; depending on what the internet ate for breakfast.
Popular narrative places Twitter is in financial straits. However, post-Musk, headcount was slashed by 80% while revenue has fallen 28%. Virtues of the platform aside, how can this place them in financial peril? How monumental is their CapEx?
Why does @ezraklein have a clearer perspective on the state of progress in AI interpretability than 99% of AI researchers, including his esteemed interview subjects?
Imagine being such a fucking good band that fans don’t think “Rubber Soul”’s in your top 3
1/ 🥁Scaling Laws for Data Filtering 🥁 TLDR: Data Curation *cannot* be compute agnostic! In our #CVPR2024 paper, we develop the first scaling laws for heterogeneous & limited web data. w/@goyalsachin007 @zacharylipton @AdtRaghunathan @zicokolter 📝:arxiv.org/abs/2404.07177
Headed to the Netherlands to give a keynote at Utrecht symposium on ML & explainability bringing together ML and PhilSci scholars. Who's around & what's happening in Amsterdam this weekend? ✈️🤖🎷🍾
🤯The TOFU dataset (locuslab.github.io/tofu) had 300k+ downloads last month, and is in Top 20 most downloaded datasets on @huggingface📈. This is crazy given how small the LLM unlearning community is compared to, say, LLM evals (for GSM8k). Excited to see what y'all are building!
The time zone selector in Google Calendar may be the most inexplicably shitty software element in all of technology. It shouldn’t take 5minutes to locate EST when I try to schedule an event while physically occupying another time zone.
The deep state doesn't want you to know: 2FA is actually a dirty ploy by social media to compel even the most committed quitters to stay fused to smartphones all day.
So excited to announce an event @genlawcenter has been working on! We're discuss the misconceptions b/w the technical capabilities of evaluating generative AI, and what policymakers and civil society want... April 15th @GtownTechLaw, and live on zoom: dc-workshop.genlaw.org
Prof. @zacharylipton, the visionary Chief Scientific Officer at Abridge, joins @JonKrohnLearns, to unravel the future of healthcare, examining the pivotal role of AI in fortifying clinical data efficiency and security. Watch here: bit.ly/sds769
Alignment is now defined so broadly that all of AI, all of ML, and the entire history of technology is—and always has been—"alignment research".
Today in #EHJ, we present the 1st time an AI model has outperformed radiologists in detecting cardiac pathology. ❤️🩹 Potential screen for #CHF w/ CXRs 🌁 Trained @ColumbiaMed validated @StanfordAIMI 🩻 Entire dataset (75k CXRs) released @ESC_Journals shorturl.at/cOT16
GenAudit is now available on pypi! To install, simply run "pip install genaudit" Visit genaudit.org for an overview of the system, a tutorial, and sample outputs. Code on Github (Apache2.0 license): github.com/kukrishna/gena…
GenAudit is now available on pypi! To install, simply run "pip install genaudit" Visit genaudit.org for an overview of the system, a tutorial, and sample outputs. Code on Github (Apache2.0 license): github.com/kukrishna/gena… https://t.co/UDyLjZkvLY
(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K FollowingGautam Kamath @thegautamkamath
44K Followers 504 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.Clément Canonne @ccanonne_
31K Followers 926 Following Senior Lecturer @Sydney_Uni. Postdocs @IBMResearch, @Stanford; PhD @Columbia. Converts ☕ into puns: sometimes theorems. He/him. @[email protected]Dan Roy @roydanroy
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40K Followers 1K Following Secular Bayesian. Associate Professor in Machine Learning @Cambridge_CL. Talent aficionado at https://t.co/RbJkoLguey Alum of @Twitter, Magic Pony and @BaldertonThomas G. Dietterich @tdietterich
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188 Followers 102 Following Posts about machine learning, physics, blockchain. Currently R&D at @eigenlayer蔡沛倪 @lawliet142857
1 Followers 60 Followings @RmSuryansh
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8 Followers 165 FollowingJonathan Wang @givemettt5600
14 Followers 179 Following(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K FollowingGautam Kamath @thegautamkamath
44K Followers 504 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.Clément Canonne @ccanonne_
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56K Followers 445 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]Percy Liang @percyliang
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52K Followers 464 Following Professor, Programmer in NYC. Cornell Tech, Hugging Face 🤗 https://t.co/cZl0wTfqGzNeurIPS Conference @NeurIPSConf
111K Followers 35 Following New Orleans, Dec 10-16, 23. https://t.co/ga8aOw615g Tweets to this account are not monitored. Please send feedback to [email protected].Jia-Bin Huang @jbhuang0604
51K Followers 285 Following Associate Professor @umdcs; Part-time Research Scientist @Meta. I like pixels.Ferenc Huszár @fhuszar
40K Followers 1K Following Secular Bayesian. Associate Professor in Machine Learning @Cambridge_CL. Talent aficionado at https://t.co/RbJkoLguey Alum of @Twitter, Magic Pony and @BaldertonThomas G. Dietterich @tdietterich
50K Followers 505 Following Distinguished Professor (Emeritus), Oregon State Univ.; Former President, Assoc. for the Adv. of Artificial Intelligence; Robust AI & Comput. SustainabilityBen Recht @beenwrekt
26K Followers 363 Following optimization. machine learning. uc berkeley. I blog at https://t.co/fkJujOPsJb The world won't end.Sara Hooker @sarahookr
39K Followers 7K Following I lead @CohereForAI. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, @trustworthy_ml. Changing spaces where breakthroughs happen.Christopher Manning @chrmanning
126K Followers 115 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋Behnam Neyshabur @bneyshabur
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329 Followers 476 Following they/them. Head of Policy and Ethics @AiEleuther. Find me in the EleutherAI Discord to chat. Always looking for ways to weave philosophy into my job.Luca Soldaini 🎀 @soldni
6K Followers 1K Following I like tokens! Lead for OLMo data team at @allen_ai (makin Dolma 🍇), open source science fan, @QueerInAI organizer 🤖☕️🍕they/themSameer Dholakia @spdholakia
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868 Followers 240 Following Princeton professor in AIML, optimization and data science. Program Chair @ICLR2023. Formerly @MIT @GoogleDeepmind @TsinghuaAnastasios Nikolas An.. @ml_angelopoulos
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135 Followers 211 Following Predoctoral Researcher @MSFTResearch | CS & Econ @WellesleyCollege | interests: algorithmic fairness, responsible AI, public interest techJon Krohn 🇺🇦 @JonKrohnLearns
4K Followers 198 Following Chief Data Scientist 👨🔬 Bestselling Author 📚 SuperDataScience Host 🎙Erin Brodwin @erinbrodwin
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10K Followers 3K Following Jacobs Chancellor’s Endowed Chair @UCSanDiego. Chief Health AI Officer @UCSDHealth. Creator of Tidier.jl #JuliaLang. #GoBlue. Views own.Saining Xie @sainingxie
14K Followers 1K Following researcher in #deeplearning #computervision | assistant professor at @NYU_Courant @nyuniversity | previous: research scientist @metaai (FAIR) @UCSanDiegoEthan Manilow @ethanmanilow
2K Followers 580 Following i think about music & ml a lot. Research Scientist @GoogleDeepMind @GoogleMagenta. phd from the interactive audio lab @northwesternU. prev @merl_news. he/himIan Hogarth @soundboy
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38K Followers 1K Following Proud American from Gaza City; pro-Palestine, pro-peace, anti-Hamas; lost 31 family members in the war; Nonresident Senior Fellow @ACMideast; views are my ownJacob Effron @jacobeffron
2K Followers 602 Following Partner @redpoint // supporting @AbridgeHQ @ideogram_ai @tryramp @poolsideai @AcuityMD @Deliverect_com @getgarner // proud Bostonian and alum @flatironhealthბეცალელ.. @RazBesaleli
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415 Followers 197 Following University of Kentucky Hip and Knee Replacement Surgeon Boston University AlumCristian Garcia @cgarciae88
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9K Followers 568 Following Research @MetaAI+NYU. Pretrain+FT: NLP from Scratch (2011). Multilayer attention+position embed+LLM: MemNets (2015). Recent (2023+):Sys 2 Attn, Self-Rewarding..derek guy @dieworkwear
813K Followers 963 Following Menswear writer. Editor at @putthison. Creator of @RLGoesHard. Bylines at The New York Times, The Washington Post, The Financial Times, Esquire, and Mr. PorterLucas Theis @lucastheis
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1K Followers 407 Following Prof @Wharton @Penn; machine learning for health & social good; foodie, gamer, homebodyEmily Diana @emilyruthdiana
272 Followers 169 Following Incoming AP at Tepper OR (2024), current RAP at TTIC. Working on algorithmic fairness and statistical machine learning.Charles Campbell Robe.. @CCRobertsARK
61K Followers 3K Following Chief Investment Strategist for @ARKInvest. Dr.; systems bio; angel; cofounder of unicorn genomics x AI company Freenome. Disclosure: https://t.co/EueoFlWYzaManling Li @ManlingLi_
3K Followers 423 Following Postdoc @Stanford, Incoming Assistant Professor @Northwestern, PhD @UIUC. Working on Knowledge Foundation Models, especially for Multimodal data (Language + X).Andreas Kirsch 🇮�.. @BlackHC
9K Followers 5K Following Past: 🧑🎓 DPhil @AIMS_oxford @ExeterCollegeOx @UniofOxford (4.5yr) 🧙♂️ RE @DeepMind (1yr) 📺 SWE @Google (3yrs) 🎓 @TU_Muenchen 👤 Fellow @nwspkIgor Gilitschenski @igilitschenski
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1.1M Followers 482 Following WaPo columnist. Host of CNN's GPS, Sundays @ 10am & 1pm ET in the US. Pre-order my new book, Age of Revolutions, via the link belowauntie cistamine @laurenancona
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41K Followers 30K Following Helping healthcare and life science organizations put AI to work faster with state-of-the-art LLM & NLP.Satya Nutella @satyanutella_
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72K Followers 2K Following Member of European Parliament. @de_NVA @Europarl_NL I work on women rights, security, migration & foreign policy. Podcast @Spotify https://t.co/QcjO2oIWikTaco Cohen @TacoCohen
21K Followers 3K Following Deep learner at FAIR. Into codegen, equivariance, generative models. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI.Summer Yue @summeryue0
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28K Followers 692 Following Chief Technology Officer @Microsoft; Host of #BehindTheTech podcast https://t.co/05oKfZqU3e; Author of "Reprogramming the American Dream"@zacharylipton the most important thing about moats is not how big they are but how many crocodiles you have in them
@zacharylipton What did you expect from the most important meal of the day?
My dear and long time friend Daniel Dennett passed away today. He was a towering figure in philosophy and in particular in the philosophy of AI. Now we have only memories of him. [[And do keep up to date with your correspondence--I have a 30 day old email from him in my inbox…
Ian Buck, now VP at Nvidia, developed the precursor to Nvidia's CUDA known as Brook as part of his PhD . And look who funded the seminal 2004 paper that introduced the concept of programmable GPU's:
really excited to be at Jamelle’s dissertation defense, where she’s presenting to a packed house! Congratulations, @JamelleWD !!
It is a shame that in the U.S. it seems you have to choose between 100% support for Israel’s actions in Gaza or opposing its very existence. If there was a demonstration against Israel’s government where Zionists are welcome, I might have joined it.
@zacharylipton His paper "real patterns" is such a masterpiece, a central read to modern metaphysics / realism in science philpapers.org/rec/DENRP
Had great fun speaking at UCSD last week @DesignLabUCSD instagram.com/p/C5pBVhlvVA_/…
@zacharylipton same applies to other career paths as well 😉
inside you are two stancils
@srush_nlp @synquid global batch size is the same (4M tokens), so at least same number of gradient updates. I would wager that on the default llama 2 mix, which is mostly web, difference is small. At least that’s the case in OLMo 🤷🏼
still thinking about this talk on the train home. especially Zack’s call to dig into a specific, real example. as Zack is doing. (and as I get to do with blue rose.)
Headed to the Netherlands to give a keynote at Utrecht symposium on ML & explainability bringing together ML and PhilSci scholars. Who's around & what's happening in Amsterdam this weekend? ✈️🤖🎷🍾
Fantastic conference organized by Emily Sullivan on Explainability in ML/AI @UniUtrecht! Great talks by Nava Tintarev @zacharylipton Ben Smarr Yeji Streppel & others Can philosophical work on scientific explanation help in discussions of explainability? ephil.ai/event/conferen…
I will be talking about what differential privacy is, what it is not and what some common misconceptions are in privacy for generative AI in a couple hours @genlawcenter in DC! Join us on the live stream: tinyurl.com/genlaw-stream Slides: tinyurl.com/genlaw-dp-2024
So excited to announce an event @genlawcenter has been working on! We're discuss the misconceptions b/w the technical capabilities of evaluating generative AI, and what policymakers and civil society want... April 15th @GtownTechLaw, and live on zoom: dc-workshop.genlaw.org
and now: Niloofar Mireshghallah on "What is differential privacy? And what is it not?" Why the focus on DP? Well, it appears many, many times in the EO! So let's talk about what this actually means. #genlaw
And now for a panel discussion with all our speakers! Submit questions here: app.sli.do/event/x4R2ogDs…
My TED talk is live at ted.com/talks/sasha_lu…! Check it out for memes 🖼️, emissions 🌎 and hot takes 🌶️ The TLDR? Focusing on the future existential risks of AI is a distraction from its current impacts and mitigating them.
@desirivanova @zacharylipton @ezraklein Listened to this last night, fairly low content exchange about interpretability but Ezra has an anomalously amazing understanding of AI for a journalist without a CS background
@zacharylipton @ezraklein Because he thinks about things other than AI 🙃
@zacharylipton @ezraklein Which podcast are you referring to? I see his last 3 are on AI