Gary Marcus @GaryMarcus
“a beacon of clarity in a world clouded by hype and hyperbole.” Spoke at US Senate AI Oversight committee. Founder/CEO of Geometric Intelligence (acq. by Uber). garymarcus.com Vancouver, BC Joined December 2010-
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I’m always seeing people on here asking, like, “what does it matter whether AI ‘reasons’ or not? What would it even mean?” like it’s an unanswerable question but the answer is very simple and practical: because it doesn’t reason it fucks up in ways that it wouldn’t if it did
You will be able to summon a Tesla whenever you need it with as little friction as you can now summon an Uber by the beginning of
Coming soon…ish?
tl;dr Waymo robotaxis will stop when they see a person wearing a t-shirt with a stop sign on it. Surprising? What will they do if they see a person wearing a "Speed Limit 60" t-shirt in the middle of a San Francisco street? thestreet.com/automotive/the…
This talk from @GaryMarcus is quite compelling (and pleasingly accessible) about the limitations of current generative AI. He suggests that greater scale of current tech won't get us much further. youtube.com/watch?v=zj0Ek3…
The intuition behind the “scale is all you need” movement was that it would be trivial to build AGI if you just kept gathering more data and building bigger models. What we are actually seeing is that it is apparently hard to get far beyond GPT-4, even with immense $ invested.
We need a Consumer Reports or Underwriters Lab for AI testing. All the public benchmarks are game-able and mostly not useful measures of things LLMs do. We need secret test batteries for subject areas (coding, reasoning, human conversation, writing) and secret red team tests, too
Agreed. Level 5 autonomy is the only way to go. Will need expensive LiDAR etc for now. Can’t expect humans to suddenly intervene if the level 3/4 system messes up. This cavalier approach from Tesla may kill many innocent bystanders, and may trigger legislation which could kill…
Agreed. Level 5 autonomy is the only way to go. Will need expensive LiDAR etc for now. Can’t expect humans to suddenly intervene if the level 3/4 system messes up. This cavalier approach from Tesla may kill many innocent bystanders, and may trigger legislation which could kill…
Cognitive psychology tidbit of the day (see my reply for the answer).
Amazing that a chip bricked in 46-yr-old Voyager I, preventing it from sending data, and NASA figured out how to split up and reallocate its functions to other hardware, sending code 15 billion miles away (45 hours round trip!)--and Voyager's back online. blogs.nasa.gov/voyager/2024/0…
Really great engineers don’t make wasteful, underwhelming products like generative AI; they design chips and systems that work in space for 46 years before failing … and can still be fixed when they are 15 BILLION miles away.
Really great engineers don’t make wasteful, underwhelming products like generative AI; they design chips and systems that work in space for 46 years before failing … and can still be fixed when they are 15 BILLION miles away.
Color opponency: the can appears reddish even though it’s only black and white dots surrounded by cyan.
Tesla driver arrested for Vehicular Homicide after striking and killing a motorcyclist while on auto pilot. kiro7.com/news/local/cha…
People who watch *the exact same* video of a protest often come to radically different conclusions. People's views of protestors and the police depend on the congruence of the protestors’ positions with the subjects’ own worldview jstor.org/stable/41511108
A foolish failure to delay gratification in order to rush premature technologies can cross party lines, claims @BasedBeffJezos. More or less.
A foolish failure to delay gratification in order to rush premature technologies can cross party lines, claims @BasedBeffJezos. More or less.
(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K FollowingMelanie Mitchell @MelMitchell1
44K Followers 654 Following Professor, Santa Fe Institute. More thoughts at https://t.co/nC43NHRozX.Percy Liang @percyliang
49K Followers 408 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | PianistDavid 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 🦋Thomas 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. SustainabilityDavid Chalmers @davidchalmers42
29K Followers 667 Following philosopher@NYU. consciousness, reality+, life, the universe, and everything.Rosanne Liu @savvyRL
33K Followers 966 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDRKevin Patrick Murphy @sirbayes
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43K Followers 10K Following Policy research at @openai. I mostly tweet about AI, animals, and sci-fi. He/him. Views my own.Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVKyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).Dan Roy @roydanroy
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128 Followers 419 FollowingArhant Chaterjee @ArhantC69420
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57 Followers 438 FollowingGreg @pythonrising
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135 Followers 820 Following MSc Psychology graduate @UofGPsychNeuro. Neuroscientist in training @UU_GSLS🧠 Interested in women's experiences in healthcare, BCI research, fNIRS & fMRI.Daniel @danprim37
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400 Followers 479 Following Ph.D. Candidate | McGill University | Mila | Interned @facebookai @googleAItherealkik84 @therealkik84
547 Followers 4K Following Charismatic, larger-than-life, Internet message boards poster who's got the love.Word2Tech @Word2Tech
3 Followers 10 FollowingMichelle @Michell58099025
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18 Followers 770 Following May the God of hope fill you with all joy and peace as you trust in him, so that you may overflow with hope by the power of the Holy Spirit.Prabhuraj Kanche @Prabhuraj_
4 Followers 11 FollowingKevontae L Turner @KevontaeTurner
94 Followers 316 Following | Tulsa, OK | Class of 2026 | GPA:2.95 | Bench:225| Squat:415| WT:175Lbs HT:5’10| Shuttle time: 4.25| 40 time: 4.64| Email: [email protected]|#9188292195MJ @moguls28off
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0 Followers 15 FollowingMorena Qhautse @morenaqhautse
248 Followers 738 Following I demand more from myself than expected from others.Talha @TsarTalha
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106K Followers 0 Following Invented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.(((ل()(ل() 'yoav))).. @yoavgo
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58K Followers 638 Following Director, Max Planck Institute for Intelligent Systems (@MPI_IS). Chief Scientist @meshcapade. Building 3D digital humans using vision, graphics, and learning.Soumith Chintala @soumithchintala
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44K Followers 654 Following Professor, Santa Fe Institute. More thoughts at https://t.co/nC43NHRozX.Percy Liang @percyliang
49K Followers 408 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | PianistDavid Pfau @pfau
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43K Followers 10K Following Policy research at @openai. I mostly tweet about AI, animals, and sci-fi. He/him. Views my own.Anthropic @AnthropicAI
261K Followers 26 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant Claude at https://t.co/aRbQ97uk4d.Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVKyunghyun Cho @kchonyc
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79K Followers 122 Following Associate Professor at UC Berkeley Co-founder, Physical IntelligenceSasha Rush @srush_nlp
52K Followers 464 Following Professor, Programmer in NYC. Cornell Tech, Hugging Face 🤗 https://t.co/cZl0wTfqGzChristopher Manning @chrmanning
126K Followers 115 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋Filip Piekniewski🌻.. @filippie509
8K Followers 537 Following Calling BS on AI singularity religion. Proudly unverified since 2015. Also on threads: @[email protected], https://t.co/mwZKgJgrN2✦Mr. Sullivan @thesullivan
5K Followers 427 Following Tech/policy writer @fastcompany. Opinions are my Mom's. Tip me on Signal: 415 596 7307 OR encypted email: [email protected]Stefan Weitz @stefanweitz
5K Followers 1K Following Ex-MSFT/Bing; Chairman and founder, Jetson Probiotics (https://t.co/GOx89DLfIE), Managing Director of '87 (https://t.co/stj8tJ2XzH), Tech/Science/Gadget Geek | Angel InvestorWesley Chan @weschan
12K Followers 458 Following Co-Founder & Managing Partner of FPV Ventures. We back and serve mission-driven founders.Amy Chan @missamychan
7K Followers 159 Following Founder / Chief Heart Hacker of https://t.co/ZpdWw3xQai / Editor of Heart Hackers Club / Author, Harper Collins / Doodler @amydoodlesokEd Zitron @edzitron
77K Followers 5K Following Newsletter https://t.co/D5qDgUKaNR - Better Offline Podcast - https://t.co/pUoGsuaQTw - Columnist Business Insider - CEO at https://t.co/5idt8AyPqr - Award-Winning Tech PRGaia Vince @WanderingGaia
13K Followers 2K Following Human-Earth system science NOMAD CENTURY; TRANSCENDENCE; ANTHROPOCENE https://t.co/aGWy5KDIgn Author, writer, speaker,broadcaster https://t.co/ZISuLZQ1KgJen Zhu @jenzhuscott
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12 Followers 51 Following Weather @ Google DeepMind. Just trying to figure out if it’s going to rain tomorrow.Robot Operating Syste.. @rosorg
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10K Followers 6K Following Tech reporter for @WashingtonPost. Call or Signal me 646-983-5187 [email protected].jeremykranz @jeremykranz
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747 Followers 1K Following 🇯🇲 ✊🏾✝️ Brooklynite @a16zclf + @a16z + @CHIENET_ + @RootsxWings + @AllRaise + @WFMFSummit + ΔΣΘ + #tech + #entrepreneurs + so much more ❤️👸🏾✨Claire Robertson @CRobertson500
508 Followers 119 Following NYU Social Psychology PhD Candidate studying our weird behavior on the internet. she/herAreeq Chowdhury @AreeqChowdhury
4K Followers 997 Following Head of Policy @royalsociety (data & digital technologies). @UKLabour Councillor for Canning Town North. Founder @WebRootsUK. Views are my own.Jindong Gu @Jindong73504766
245 Followers 752 Following Senior Research Fellow in University of Oxford @OxfordTVG Faculty Researcher @Google #ResponsibleAI #AISafety #GenAI Homepage: https://t.co/YOSVO3jb6hDaniel Lubetzky @DanielLubetzky
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479 Followers 41 FollowingRachel Flood Heaton @rachelfheaton
111 Followers 234 Following Cognitive scientist, industrial designer, and electrical engineer. I make neurally plausible computational process models of visual cognition.Michel Levy Provença.. @mikiane
56K Followers 3K Following 🔮 Futurism 🧠 Consulting 🎤 Keynotes 🎙https://t.co/rOLRKVndYM 📚 https://t.co/UQl6H7uU32 🎥 https://t.co/PT0jWSTsh2 📰 BFM & LesEchos - @Brightness_fr @TEDxParisPatrick OShaughnessy @patrick_oshag
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204 Followers 721 Following Neurosymbolic AI Researcher | PhD Student in CS @georgiatech | @uwaterloo & @uoft Alum | Co-founder & Builder @AlgebraicWealth | Poker PlayerDavid Sandalow @dsandalow
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2K Followers 1K Following Based in Hveragerði, Iceland. https://t.co/TWAdXItWIh, book: https://t.co/KER1dGMa6V, mastodon: https://t.co/rSFyFN3cLcJaime Sevilla @Jsevillamol
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30K Followers 3K Following co-founder @ArcInstitute, @BerkeleyBioE professor | researcher & investor in genome editing, biotech, AI | 🇨🇦 @harvard @broadinstitute @editasmed, Fast GrantsJosh Carpenter @joshcarpenter
7K Followers 2K Following Thinking about the future of maps @ Google. Previously: UX Lead @ Google for WebXR; Lead @ Mozilla for WebVR; Co-creator @AframeVR.Noor @noornet
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493 Followers 71 Following Interested in algorithms - both those that solve and those that learn. Building https://t.co/EhlnWPpQrDMarc Cieslak @MarcCieslak
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880 Followers 729 Following Mathematician (Heavy on the ish) Research Scientist @OpenAI, Previously Ph.D. @WaterlooMath. ☕ //🚴//🧗♂️ // 🤔➡️💻Quintus @bitpeddler
609 Followers 2K FollowingGilles Gignac @GillesEGignac
466 Followers 65 Following A/Professor at U of Western Australia. Interested in individual differences, intelligence, financial literacy, behavioural finance, narcissism, and AI.not true, especially for language. if you trained a large & deep MLP language model with no self-attention, no matter how much data you'll feed it you'll still be lacking behind a transformer (with much less data). will it get to the same point? i don't think so. your tokens…
The dataset is everything. Great read: nonint.com/2023/06/10/the…
I built and sold Frame.io for $1.3 billion to Adobe, and along the way, I received plenty of advice that turned out to be entirely off the mark. Here's a look at some of the most glaring misdirections: 1. "As CEO, focus on executive business tasks." This couldn't…
I can't stress enough how much Elon talking about imminent robotaxis in 2024 sounds like Elon talking about imminent robotaxis in 2023, 2022, 2021, 2020, 2019, and 2018. Here's a piece I wrote five years ago about Tesla's unrealistic autonomy timeline. arstechnica.com/cars/2019/04/t…
Trying to get my head around the fact that someone actually said to himself: “You know what the world REALLY needs? A flame-throwing robot dog.”
NEW - Throwflame unveils the "Thermonator" — the first-ever flame-throwing quadruped robot dog.
AI boosters are actually significantly downplaying the magnitude of the miracle they're attempting to perform here. The claim is that you can turn a random text generator into a goal-seeking being just by seeding it with the right initial text. This seems prima facie impossible.
Here's another 5 star review of my new book, "DEMOCRACY: A User's Guide"... "I heartily recommend this book to everyone interested in the way we are governed, and how we could improve things if we put our minds to it." 📘 amazon.com.au/gp/customer-re… #⃣ #WednesdayWisdom
I’m always seeing people on here asking, like, “what does it matter whether AI ‘reasons’ or not? What would it even mean?” like it’s an unanswerable question but the answer is very simple and practical: because it doesn’t reason it fucks up in ways that it wouldn’t if it did
All you leftist freaks can just keep my damn marriage out of your mouth. You are exactly as weird about interracial marriage as the racist Mississippians I grew up with.
Countless billions of dollars flushed down the drain. Result? A system that is so fragile, that a stupid print on a t-shirt can wreak havoc in it. And this of course makes this system useless for broad adoption. When do investors start cutting their loses?
tl;dr Waymo robotaxis will stop when they see a person wearing a t-shirt with a stop sign on it. Surprising? What will they do if they see a person wearing a "Speed Limit 60" t-shirt in the middle of a San Francisco street? thestreet.com/automotive/the…
Had a weird dream tonight that @GaryMarcus was right, and we have a limit on data and compute, and that's why all SOTA models are GPT4-ish, including Meta's 400B, and we've kinda hit a limit now. And the weirdest thing was that's what Ilya saw. Thanks Lord gpt5 is next week.
@lilyraynyc @pknoepfler This may be of interest to @zakkohane and @GaryMarcus
"How can we trust AI [in medicine]? Is it the physician that can't trust the AI, or is it the patient? And there's two sides of that coin. If I'm getting these awesome language models that are extracting data and telling me my patient is going to live – or he's not going to live…
Wow, well this explains a lot.
Further context from an ex search engineer that shares a little more context about how things got so much worse for search technologically news.ycombinator.com/item?id=401339…
"So it feels like [AI] is moving at a really, really fast pace – and in many cases, it is. There's a word for this: VUCA. It stands for the volatile, unpredictable, complex and ambiguous world that we live in. And this is impacting how our business leaders and how global CEOs are…
This is the truth about progressivism. Normal people are getting screwed over by corporations and a government that largely does not serve them. It obviously serves the rich and powerful, and the electorate of both parties sees it. But the reason progressivism does not…
Looks like on a Dune-like planet worms of that size can't survive. Not to talk about that there's no food as there is no ecology. sciencenews.org/article/dune-p…
I am a normal Democrat, not an anarchist. I’ve never been anti-police, and I’ve always thought “defund the police” was the stupidest slogan ever. And I’ll tell you something else. If you get off Twitter and go talk to actual Democrats that vote, they think it’s stupid too.