Ashish Bansal @ash_bans
Machine Learning makes predictions. Artificial Intelligence takes decisions. © ML@Google, ex-Twitch/Twitter/CapitalOne. My thoughts, my own banaras.eth bigdatascientistblog.wordpress.com San Francisco, CA Joined April 2012-
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I think too many people think only of AI use in places where errors are not tolerated. It isn't good at that. LLMs hallucinate & make mistakes. But for a huge amount of work, human error is tolerated, and the question is whether AIs (working with humans) make more or less…
Great energy and crowd at the Llama Lounge event happening right now!!! Great event again @jowyang
Looking forward to speak at @GoogleDeepMind LLM Reasoning seminar on Friday. This being the ground zero for CoT/ReACT/LLM Reasoning optimism, here is hoping that they'll take kindly to our own underwhelming experiences with those celebrated silver bullets.. 😅
Looking forward to speak at @GoogleDeepMind LLM Reasoning seminar on Friday. This being the ground zero for CoT/ReACT/LLM Reasoning optimism, here is hoping that they'll take kindly to our own underwhelming experiences with those celebrated silver bullets.. 😅 https://t.co/jqPuzipG3D
Really excited about this talk series — which will include panels on grad school, advice on careers on research and tips on how to iterate on research ideas. 🔥🎉 Thank you to Madeline Smith who has championed putting this together.
Really excited about this talk series — which will include panels on grad school, advice on careers on research and tips on how to iterate on research ideas. 🔥🎉 Thank you to Madeline Smith who has championed putting this together.
Do you remember when you joined X? I do! #MyXAnniversary
In the latest episode of my 'Future of Energy' series, I explore how Predictive AI can supercharge decentralized renewable energy adoption. youtu.be/u5jyMQVM6e8
Here's a list of 40 fast-growing Series B-Series C startups on a breakout trajectory. All of these companies are hiring. They all have at least $5 million in run-rate revenue and 50-100% year-over-year growth. 1. Alloy alloy.com (NYC) 2. Anomalo…
Read my article on @ETEnergyWorld to discover how Decentralized Renewable Energy (DREs) can drive MSME growth, empower rural communities, and propel India towards a sustainable future. energy.economictimes.indiatimes.com/news/renewable…
Introducing a new, fully open robotics dataset! - 76k episodes - 564 unique scenes - 100 contributors - 13 labs/institutions - 3 continents droid-dataset.github.io A short 🧵 on the backstory
How to estimate π using a box of matches 1. Get some matchsticks. 2. Take a piece of paper and draw a bunch of parallel lines exactly one matchstick length apart. 3. Toss the matchsticks on to the piece of paper randomly. 4. Count the number of matchsticks that landed on a…
Good paper by Netflix on cosine similarity. It goes back to building good RAG systems, which is hard. Before deploying these systems, you have to make intelligent decisions about chunking, hierarchical chunking, embedding, and even the algorithm for similarity look-up.…
It's wild to me how much criticism Sundar & $GOOGL are getting on here. You'd think the stock had been cut in half. It's 10% off of ATHs & +50% over the last year. Do we really think the search king can't leverage its unparalleled data set to effectively train models & compete…
RLAIF isn't as effective as we thought.
JUST IN: Google DeepMind releases Gemma, a series of open models inspired by the same research and tech used for Gemini. Open models fit various use cases so this is a very smart move from Google. Great to see that Google recognizes the importance of openness in AI science and…
Comparison between RAG and Fine-tuning From paper - "Retrieval-Augmented Generation for Large Language Models: A Survey"
Apple presents Speculative Streaming Fast LLM Inference without Auxiliary Models Speculative decoding is a prominent technique to speed up the inference of a large target language model based on predictions of an auxiliary draft model. While effective, in application-specific…
The video of the Ken Kennedy Lecture that I gave last week on "Exciting Trends in Machine Learning" at @RiceUniversity is now up: youtu.be/oSCRZkSQ1CE?si…
The video of the Ken Kennedy Lecture that I gave last week on "Exciting Trends in Machine Learning" at @RiceUniversity is now up: youtu.be/oSCRZkSQ1CE?si…
Improving Mathematical Reasoning in Open LLMs One of my favorite papers this past week was the work of Shao et al. who introduced a 7B model called DeepSeekMath for improving mathematical reasoning of LLMs. TLDR: - continues pretraining a code base model with 120B…
Google presents Learning Universal Predictors paper page: huggingface.co/papers/2401.14… Meta-learning has emerged as a powerful approach to train neural networks to learn new tasks quickly from limited data. Broad exposure to different tasks leads to versatile representations…
Foundations of Vector Retrieval Very rare drop on arXiv. This 200+ page monograph covers fundamental concepts along with advanced data structures and algorithms for vector retrieval. Given how much we deal with vector representations today and how critical they are to…
Behnam Rezaei @behnamrezaei
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3K Followers 581 Following Currently tinkering. Previously worked on recommendations & ML at Twitter. Ohio state alumnus.tristan jung 🎮 @3_stan
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255 Followers 3K Following Views are personal .have a decade of tech experience.RTs usually, not always endorsement.Learning in Public - .. @motherofdata
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1 Followers 335 FollowingAI Nudge | Jobs @AINudgeJobs
4 Followers 189 Following Generating your career in AI, Machine Learning and Data ScienceBehnam Rezaei @behnamrezaei
8K Followers 1K Following eng @Pinterest before that eng @Twitter, co-founder and CTO @NetSeerVenu Satuluri @venusatuluri
3K Followers 581 Following Currently tinkering. Previously worked on recommendations & ML at Twitter. Ohio state alumnus.tristan jung 🎮 @3_stan
3K Followers 2K Following VP Eng @kluein, @TorontoTFT Admin, Head of Production @AegisEsportsTFT Ex-Core Product Eng Lead @Twitter, Eng Site Lead @TwitterCanada.François Chollet @fchollet
469K Followers 770 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.Eric Rosenberg @DrJorts
9K Followers 922 Following I used to work here. Not a real doctor. Talk to me about burgers.Yann LeCun @ylecun
711K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Lohith Vuddemarri @lohithvgsn
1K Followers 568 Following Engineer @snap | Former Eng @twitter | @iitbombaySuvash Sedhain @suvsh
727 Followers 1K Following ex-@Twitter Recommendations 🫡 . ML Ph.D. from @anucecs. Previously @adobe & @kobo. All tweets reflect my personal view. 🇳🇵 https://t.co/8BxBx1pKWTSayan Sanyal @shaayohn
1K Followers 1K Following I once had to count Tweet impressions, ❤️ @TanviSunku he/theyDavid Yun 〽️ @yun
2K Followers 1K Following Currently Product @Pinterest. Formerly @Twitter @SnappyTV @Adobe @BrownUniversity @SFAIOfficial. #AlwaysProud🏳️🌈 #LoveWhereYouWorked💙Sriram Krishnan - sri.. @sriramk
219K Followers 860 Following “Only advance” // optimism for all things tech and UK // GP @a16zcrypto // podcast: @aarthisrirampodAjeet Grewal @ajeet
2K Followers 1K Following inferior half of @rippleg, dad, engineer, ex-@twitter @yahoo @sfu @iitbombayCharles Warren @CHW
2K Followers 5K Following VP of Design at @Earnin. Proud @twitterdesign alumna. San Francisco. He, his. Be prolific, be curious, and be kind.Jan Chong @lessachu
5K Followers 2K Following VP of Eng @meettally. formerly @twitter and @onlive. I was told there would be 🍰 and 🍹? she/herAaditya Landge @AadityaLandge
497 Followers 576 Following engineering @Twitter. PhD dropout @uusci @UUtah. Previously, @nvidia.Bryan Meyer @doingmath
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10K Followers 4K Following GP @ CRV. If it’s not fun, you aren’t doing it right. Views mine.Karen Vaites @karenvaites
24K Followers 7K Following Literacy advocate, curriculum maven, children’s advocate, mom. Founder, Curriculum Insight Project. @curriculumIPDanielle Strachman �.. @DStrachman
15K Followers 4K Following Bringing freedom & autonomy to young people. Built @thielfellowship, @1517fund, and Innovations Academy. Investor in @luminartech @lambdaAPI @loom 🐈💃 🪴🎸🎨🐕Seth Bannon 🌻 @sethbannon
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632K Followers 575 Following entrepreneurship zealot, grounded technology possibilist, believer in the power of ideas, passionate about sustainability & impactElemMathChat @ElemMathChat
12K Followers 70 Following #MTBoS extension Where educators, mathematicians, & those passionate about learning & teaching connect. All are encouraged to participate Facilitator @mnmmathEthan Mollick @emollick
211K Followers 551 Following Professor @Wharton studying AI, innovation & startups. Democratizing education using tech Book: https://t.co/CSmipbJ2jV Substack: https://t.co/UIBhxu4bgqBill Davidson @billdavidsoniii
2K Followers 954 Following Math Ed consultant & K-8 Instruction Coach. Singapore Math Specialist. Former Zearn consultant & EngageNY/Eureka Math Curriculum Writer. Bill Walton enthusiast.Cog Dev Society @cogdevsoc
2K Followers 952 Following Join us in Montreal, Canada April 9 - 11, 2026 for our next meeting!Logan Kilpatrick @OfficialLoganK
92K Followers 2K Following Lead product for @Google AI Studio and working on the Gemini API, helping developers build with AI, my views!Charles Murray @charlesmurray
127K Followers 302 Following Husband, father, social scientist, writer, Madisonian. Or maybe right-wing ideologue, pseudoscientist, evil. Opinions differ.Eliza Kosoy @ElizaKosoy
285 Followers 350 Following Ph.D. Student at @UCBerkeley/@berkeley_ai working in child development and AI with @AlisonGopnik AI/UX @google @elizadolls Prev: @mitcocosci Ukrainian-AmericanWe Are Teachers @WeAreTeachers
642K Followers 12K Following We Are Teachers is more than a website, it is a proud community of educators— 3 million strongHowie Hua @howie_hua
86K Followers 1K Following I teach math to future elementary school teachers at Fresno State. I make math memes and explainer videos. https://t.co/ks70O6RaFv Venmo: meowy-wowie-howieNCTM @NCTM
84K Followers 2K Following #NCTM is the public voice of #MathEd that supports teachers to ensure equitable math learning.eSchool News @eschoolnews
115K Followers 4K Following We connect you to the latest news & info on how #K12 educators are using #EdTech in the classroom. 💻Education Week @educationweek
905K Followers 3K Following Inspiring and empowering you to make a difference in your K 12 community. Follow our other accounts: @EdWeekOpinion, @EdWeekTeacherStarSpark.ai @StarsparkAI
20 Followers 21 FollowingAnupam Pandey @panupam
20 Followers 103 FollowingJordan Jacobs @JordanJacobs10
3K Followers 1K Following Radical Ventures co-founder & Managing Partner. Also: co-founder @VectorInst, https://t.co/bAA1u0bhr8, etc. Director CIFAR & Tennis CanadaJackie Xu @JShoee
8K Followers 2K Following Founder & CEO of Xu Talent. Former Head of Talent at @KleinerPerkins. Alum @Twitter, @Facebook, @GoldmanSachs, and @carnegiemellon. SF native. Somm 🍷.clem 🤗 @ClementDelangue
91K Followers 5K Following Co-founder & CEO @HuggingFace 🤗, the open and collaborative platform for AI buildersJeremiah Owyang @jowyang
251K Followers 985 Following Venture Capital Investor at Blitzscaling Ventures @BlitzVentures | Llama Lounge organizer & Conference Speaker | Works in an Airstream | CrossFitJenny Fielding @jefielding
35K Followers 3K Following Managing Partner, @EverywhereVC investing in pre-seed founders building the future of money, health and work 🚀Erin LeDell - ledell@.. @ledell
11K Followers 7K Following CEO @ https://t.co/IevLGfnUT0 | fmr Chief ML Scientist @h2oai PhD in #biostatistics @UCBerkeley, founder @wimlds, co-founder @RLadiesGlobal. 🏕️🏳️🌈Luv Kothari @lkothari
303 Followers 1K Following Head of Product at Scale AI. Formerly at Google, Coinbase and Bain. Outdoor lover. Student for life.Zac Solomon @ZacSolomon
4K Followers 429 Following I write a newsletter for 13,400 Founders who want to lead more simple, creative, and purposeful lives. I also host ATX Writing Club https://t.co/B38nMeeb5VAlexis Conneau @alex_conneau
24K Followers 113 Following Audio AGI Research Lead @OpenAI - GPT-Next - Past: XLM, Unsupervised ASR, Unsupervised MT, Wav2vec 2.0/XLSR, MUSE, Unsupervised cross-lingual transferE.W. Niedermeyer @Tweetermeyer
31K Followers 3K Following Author of Ludicrous: The Unvarnished Story of Tesla Motors. Co-host @TheAutonocast. Not sure how much more mobility innovation I can take. YMMV.Waymo @Waymo
91K Followers 222 Following Creating a new way forward with Waymo One in #PHX, #SF, #LA, & #ATX 🤖🚘 Hear from our co-CEOs: @dmitri_dolgov and @TechTekedra. Download the Waymo One app: 👇comma @comma_ai
83K Followers 37 Following openpilot can drive for hours without driver action and works on 250+ cars like Hyundai & Toyota. See if your car is compatible at https://t.co/YQYNZrCxanSuhail @Suhail
295K Followers 464 Following Founder: @playground_ai, @mixpanel Pizzatarian, programmer, music makerKyle Vogt @kvogt
54K Followers 157 Following Former CEO at Cruise. Co-founder at Twitch. Board member at food tech co's Upside Foods & Nobell Foods.Alexandr Wang @alexandr_wang
142K Followers 695 Following ceo at @scale_ai. rational in the fullness of timecruise @Cruise
44K Followers 937 Following Building the world's most advanced self-driving vehicles.Oliver Cameron @olivercameron
41K Followers 498 Following Building something new! Built self-driving cars at @cruise and @voyage. Board member at @skyways. @ycombinator alum. Angel investor in 60+ DeepTech startups.rohan anil @_arohan_
12K Followers 2K Following Principal Engineer, @GoogleDeepMind Gemini. prev PaLM-2. Tinkering with optimization and distributed systems. opinions are my own.unusual_whales @unusual_whales
1.7M Followers 2K Following Stocks/Options/Crypto/Market News +Tools. Not advice 🐳 who changed 🏛️. Get $50-$5000 to trade: https://t.co/wGf2ZdlXpw Discord: https://t.co/0xJ9e0ZYYG More: https://t.co/nsxZlPV0pCTom M Mitchell @tommmitchell
8K Followers 435 FollowingDelta @Delta
1.7M Followers 35K Following Welcome aboard the official Twitter of Delta Air Lines. Need help? ➡️ https://t.co/6dxxeNWg4zYishan @yishan
79K Followers 355 Following I run Terraformation, and I was once the CEO of Reddit. Both are very interesting challenges. Views are mine alone, but also yours if I do my job right.Jacques Bernier @jacquesbernier_
421 Followers 546 Following Un Québécois in the Bay Area. Father of 3. Staff engineer @objective_inc, Ex-Twitch, Ex-Pandora.Very large context windows may extend the capabilities of LLMs because you can give them hundreds of examples on how to solve a problem (many shot learning). This paper from Google finds significant performance boosts from many shot, even when the AI generates its own examples.
Stanford friends! I will be on campus tomorrow 4/23 giving a talk in @mcxfrank 's lab at noon entitled: "AI & Society, how do LLMs solve developmental tasks and how do children prefer to use generative AI?" Come say hi🤖
@techknowmath Thanks for sharing! Reminds me of this article on the history of how this happened: nytimes.com/2014/07/27/mag… . TLDR check out Akihiko Takahashi who was instrumental in this endeavour in the 90's.
Was a true honour to meet and talk to @NandanNilekani. We got to discuss his work , the importance of open source AI, building projects that serve the public at scale for India and much more. This was a multi-decade dream come true.
Sat AM: 225lb / 100kg Bench Press. 2 sets x 4 reps. Progress towards my goal of 5X5 x 225# Muscle and bone density is an important investment as a middle-aged human.
Duolingo is a fascinating study in consumer "education." The app is fairly useless for language learning* but is wildly popular. 88.4M Monthly Active Users 6.6M Paid Subscribers $530M in FY 2023 Revenue $93.7M in FY 2023 EBITDA The kicker? $8.4B market cap. 2x bigger than…
🧠: “Let’s but this (text)book! Nice and now… instead of reading it… let’s buy another one!” 💡 All of the dopamine is generated only at the point of resolving to read something. After that there is no juice left 😅
***WARNING*** If you work for a company and plan to launch an AI startup, be aware: Your employer may own ALL your intellectual property—even if it's a side project on your home laptop not connected to work network. Check your employment contract, talk to an IP lawyer.…
Quiz: I’m coworking at @robertcastaneda Palo Alto office @ServiceRocket, he has a collection of vintage computers, this is his prized computer which you prob don’t know what it is —but it was created by Steve Jobs who lived nearby.
The Center of AI: SF Bay Area SF Bay Area Hosts More AI Events in One Single Month Than Most Countries Will Host in Ten Years: - This list only includes in-person (IRL) events; virtual events have been removed. - There are 124 in-person AI events in the month of April, with…
Excited to share one of the last projects I worked on at Google -- We picked three of the most dextrous tasks we could think of: - tying shoelaces 👟 - replacing a robot finger 🤖 - hanging a shirt 👕 and tried to see if we could train a policy to do each. All of them worked!
Introducing 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 - Pushing the boundaries of dexterity with low-cost robots and AI. @GoogleDeepMind Finally got to share some videos after a few months. Robots are fully autonomous filmed in one continuous shot. Enjoy!
Baby Elon has been waiting
Announcing NeurIPS Preschool Track This year, we invite preschoolers to submit machine learning research papers.
@howie_hua Move the one on bottom left over to the left. Then 5x4 is 20
Tumble out of bed and I stumble to the kitchen Pour myself a cup of ambition And yawn and stretch and try to come to life Jump in the shower and the blood starts pumpin' Out on the street, the traffic starts jumpin' With folks like me on the job from 9 to 5 Today @MagnaInt…
Great 👏 Harvard is bringing back the SAT. Now they should fire all the administrators who removed the SAT from admissions in the first place. Education policy should be evidence based: news.harvard.edu/gazette/story/…
BREAKING: Divorce rate in San Francisco surpasses 70% after tens of thousands of Bay Area product managers shared a popular Notion template with their wives this weekend
If it weren't for skilled immigration in the US: Google, Nvidia & Tesla wouldn't exist Microsoft, Adobe & Pepsi wouldn't have CEOs FB & Amazon wouldn't prosper I spoke to @aarthisrirampod about immigration in America — problems, solutions and more!