ClaimsPeople

Yann LeCun

Yann LeCun is a computer scientist who shared the 2018 ACM Turing Award, is a Jacob T. Schwartz Professor at NYU's Courant Institute, was Meta's Chief AI Scientist and founding director of FAIR, and is Executive Chairman of AMI Labs.

1,175 claims collected, 197 researched, 84 resolved. Report of 4 November 2026, method 0.1.0+c876030c.

Scores by kind of claim

Each kind of claim is scored on its own, out of 100: the share that held up, with the range it likely falls in. Fewer resolved claims give a wider range.

  • Factual claims

    Statements about the present or the past, checked against the record: did they hold up?

    78 72 83

    High confidence, 79 factual claims resolved. From 16 documents, 2006 to 2026; 19 documents sampled from 33 candidates found.

    Not scored: 43 unresolvable.

  • Predictions

    Statements about events outside the person's control, checked once they fell due: did they come true?

    64 43 83

    Low confidence, 5 predictions resolved. From 4 documents, 2010 to 2024; 19 documents sampled from 33 candidates found.

    Not scored: 66 unresolvable. 3 more fall due later.

    Does not yet allow for how likely each prediction was when made.

  • Promises

    Commitments to the person's or organisation's own future action, with something to deliver: was it delivered?

    Insufficient record: 0 promises resolved, 5 needed for a score.

    Not scored: 1 unresolvable.

All types combined: 77 (likely 71 to 82, high confidence), from 84 claims: 79 factual claims, 5 predictions. It mixes kinds of claim in different proportions for different people, so compare people kind by kind.

Yann LeCun's claims

1,175 claims, sorted by newest said. Choose a claim to read it in full.
VerdictKindSaidClaimTopic
Not checkable Not checkable 1 Oct 2026 “saying, ‘AI can kill us all’ is incredibly destructive for everybody, including for the public who’s scared shitless,” LeCun said. Not checkable · 1 Oct 2026
Not checkable Not checkable 1 Oct 2026 “If you have a machine and all of a sudden it makes a strange noise and starts breaking, you would’ve wanted to detect that as early as… Not checkable · 1 Oct 2026
Not checkable Not checkable 1 Oct 2026 Many people working in AI safety “usually have an agenda to push,” LeCun says Not checkable · 1 Oct 2026
Resolved true Factual 1 Oct 2026 AMI Labs' work is AI for the physical world and is not language-related. Factual · 1 Oct 2026 Their own work or organisation
Resolved true Factual 1 Oct 2026 The OpenAI agents were supposed to be in sandboxes, but the sandboxes were leaky and "horribly designed". Factual · 1 Oct 2026 AI safety and alignment
Not checkable Not checkable 1 Oct 2026 “I think he’s completely deluded.” Not checkable · 1 Oct 2026
Not checkable Not checkable 1 Oct 2026 “Dario tries to distance himself from Open Philanthropy, but he’s totally into it,” LeCun said. Not checkable · 1 Oct 2026
Not checkable Not checkable 1 Oct 2026 “He’s trying to do the best thing for the company, which is close to its IPO. But claiming AI is too dangerous to put in our hands, and… Not checkable · 1 Oct 2026
Resolved false Factual 1 Oct 2026 The OpenAI agents involved in the Hugging Face hacking incident were doing exactly what they had been asked to do. Factual · 1 Oct 2026 AI safety and alignment
Not checkable Not checkable 1 Oct 2026 “The thing I want people to know is that AI is not over,” LeCun said, Not checkable · 1 Oct 2026
Resolved true Factual 1 Oct 2026 AMI Labs builds systems that understand the real world, such as a manufacturing plant or turbojet engine. Factual · 1 Oct 2026 Their own work or organisation
Not checkable Not checkable 11 Nov 2025 It seems to me that before ‘urgently figuring out how to control AI systems much smarter than us’ we need to have the beginning of a hint… Not checkable · 11 Nov 2025
Not researched Factual 30 Mar 2024 Anti-vaccine propaganda causes people to die needlessly. Factual · 30 Mar 2024 Philosophy, ethics and society
Mostly true Factual 29 Mar 2024 Yann LeCun gave a lecture hosted by the Center of Mathematical Sciences and Applications at Harvard on 2024-03-28 to a full house. Factual · 29 Mar 2024 Their own work or organisation
Not checkable Not checkable 29 Mar 2024 scientific and technical breakthroughs are unpredictable by management, and progress often comes from folks with unconventional… Not checkable · 29 Mar 2024
Not checkable Not checkable 29 Mar 2024 It's astonishing how certain types of managers will prefer less-talented-but-more-controlable scientists and engineers over more brilliant… Not checkable · 29 Mar 2024
Unresolvable Factual 28 Mar 2024 The linked document is Meta's official response to the NTIA request for comments about AI, whose recommendation number 1 stresses the importance of open foundation models. Factual · 28 Mar 2024 AI policy and governance
Not checkable Not checkable 27 Mar 2024 Glad to confirm that Vitalik is not an AI doomer. Not checkable · 27 Mar 2024
Not researched Factual 26 Mar 2024 Crypto money is secretly funding AI doomerism and lobbying for AI regulations, effectively working against open source AI platforms. Factual · 26 Mar 2024 AI policy and governance
Not checkable Not checkable 26 Mar 2024 Canine planning in the presence of uncertainty. Not checkable · 26 Mar 2024
Not checkable Not checkable 23 Mar 2024 AI saves lives today, and will save even more tomorrow. Not checkable · 23 Mar 2024
Not checkable Not checkable 22 Mar 2024 The civilized world uses 00:00 to 23:59 Not checkable · 22 Mar 2024
Not researched Factual 20 Mar 2024 The CodeGen team in FAIR-Paris at Meta is recruiting. Factual · 20 Mar 2024 Field building and careers
Not checkable Not checkable 20 Mar 2024 From a distance, it looks like innovations spontaneously appear out of the vacuum. Not checkable · 20 Mar 2024
Not checkable Not checkable 20 Mar 2024 This is why open research is so important: it makes the field advance faster for *everyone* Not checkable · 20 Mar 2024
Not checkable Not checkable 20 Mar 2024 But it's very important to realize that innovations always build on prior contributions from others, sometimes very similar ones. Not checkable · 20 Mar 2024
Mostly true Factual 18 Mar 2024 People can still think even if their language abilities are destroyed by a stroke. Factual · 18 Mar 2024 Philosophy, ethics and society
Mostly true Factual 18 Mar 2024 Transformers are equivariant to permutations, as ConvNets are equivariant to translations. Factual · 18 Mar 2024 AI capabilities
Not checkable Not checkable 18 Mar 2024 Equivariance to permutations is good when what you care about are relationships between input items at any distance. Not checkable · 18 Mar 2024
Unresolvable Factual 18 Mar 2024 Thoughts, memories and reasoning exist without language. Factual · 18 Mar 2024 Philosophy, ethics and society
Not checkable Not checkable 16 Mar 2024 Clearly, cats can plan. Not checkable · 16 Mar 2024
Not checkable Not checkable 15 Mar 2024 I explain Objective-Driven AI, with inference by energy minimization, as opposed to Auto-Regressive prediction. Not checkable · 15 Mar 2024
Not researched Factual 14 Mar 2024 As of March 2024 there is no fully autonomous, reliable self-driving, even though millions of hours of labeled training data exist. Factual · 14 Mar 2024 AI capabilities
Not checkable Not checkable 14 Mar 2024 But even once we have systems with such capabilities, it will take a while before we bring them up to human or superhuman level. Not checkable · 14 Mar 2024
Not researched Factual 14 Mar 2024 The report of the Committee on AI appointed by the French government is available for download, with a summary in English. Factual · 14 Mar 2024 AI policy and governance
Not checkable Not checkable 14 Mar 2024 Important point: an LLM is a bit like an encyclopedia that can talk back. Not checkable · 14 Mar 2024
Mostly true Factual 14 Mar 2024 There are currently no AI systems that can teach themselves to drive a car in about 20 hours of practice, as a 17-year-old can. Factual · 14 Mar 2024 AI capabilities
Not researched Factual 14 Mar 2024 Yann LeCun is a member of the Committee on AI appointed by the French government. Factual · 14 Mar 2024 AI policy and governance
Not checkable Not checkable 13 Mar 2024 Another *fantastic* piece by @sayashk and @random_walker about the limits of AI safety. Not checkable · 13 Mar 2024
Not researched Factual 13 Mar 2024 The French AI Commission's report mentions the importance of open models. Factual · 13 Mar 2024 AI policy and governance
Not researched Factual 13 Mar 2024 The French Commission on Artificial Intelligence delivered a report to the President of the Republic containing 25 recommendations, 7 of them priority recommendations. Factual · 13 Mar 2024 AI policy and governance
Not checkable Not checkable 13 Mar 2024 Ce fut un plaisir de participer à l'élaboration de ce rapport. Not checkable · 13 Mar 2024
Not checkable Not checkable 12 Mar 2024 Things to abandon (at least partially, or minimize) on the way to human-level AI: generative models, probabilistic modeling, contrastive… Not checkable · 12 Mar 2024
Not checkable Not checkable 12 Mar 2024 I think one should try to come up with good reasons to disagree with me. Not checkable · 12 Mar 2024
Unresolvable Factual 12 Mar 2024 The attached image shows the computing infrastructure used for Llama-3 training. Factual · 12 Mar 2024 AI compute, hardware and data
Not checkable Not checkable 11 Mar 2024 Which is why we need easily fine-tunable, open-source base models. Not checkable · 11 Mar 2024
Mostly true Factual 10 Mar 2024 The white-noise-sounding flat-spectrum signal is the pseudo-random bit sequence used to pre-train an adaptive equalizer that cleans up an analog signal into clean bits. Factual · 10 Mar 2024 Technology
Not researched Factual 10 Mar 2024 The adaptive equalizer is basically a linear classifier trained with least squares, a direct descendant of Bernie Widrow's Adaline, a competitor of the Perceptron. Factual · 10 Mar 2024 Technology
Unresolvable Prediction 8 Mar 2024 The next major AI breakthrough will come from industry, and such information will disseminate extremely quickly. Prediction · 8 Mar 2024 AI timelines and forecasting
Unresolvable Prediction 8 Mar 2024 The type of LLMs used today will not be able to make the leap the interviewer asked about, with the main reason given being the way LLMs are trained, by predicting masked words in text. Prediction · 8 Mar 2024 AI capabilities
Not checkable Not checkable 8 Mar 2024 No, you need to make better AI systems, and they will be safe because they are designed to be more useful and more controllable. Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 So those things are a incredibly impressive demonstration that self supervised running actually works. Not checkable · 8 Mar 2024
Unresolvable Prediction 8 Mar 2024 In LeCun's opinion, the blueprint of future AI systems (transcribed as "data systems") is that they will plan their answers by optimization before turning them into text, a process he described as Turing complete (transcribed as "turning complete"). Prediction · 8 Mar 2024 AI capabilities
Unresolvable Prediction 8 Mar 2024 World models most probably cannot be built by predicting words, because language is low-bandwidth and does not carry enough information. Prediction · 8 Mar 2024 AI capabilities
Not researched Factual 8 Mar 2024 Wav2Vec-based systems can produce multilingual speech recognition using mostly unlabeled data and only a few minutes of labeled data. Factual · 8 Mar 2024 AI capabilities
Not checkable Not checkable 8 Mar 2024 All the mistakes that humanity makes is because of lack of intelligence really, or lack of knowledge, which is related. Not checkable · 8 Mar 2024
Unresolvable Prediction 8 Mar 2024 LeCun bets that future AI world-model systems will be JEPA-like architectures rather than generative models, adding that the future will tell. Prediction · 8 Mar 2024 AI capabilities
Unresolvable Prediction 8 Mar 2024 Keeping AI systems locked up as proprietary would potentially lead to a future where a few companies control all of our information diet. Prediction · 8 Mar 2024 AI policy and governance
Not researched Factual 8 Mar 2024 Humans spend more time solving complex problems or questions because they are more difficult. Factual · 8 Mar 2024 Philosophy, ethics and society
Not researched Factual 8 Mar 2024 Throughout history, technological revolutions and cultural phenomena were accompanied by media reactions blaming society's problems on the change. Factual · 8 Mar 2024 Philosophy, ethics and society
Unresolvable Prediction 8 Mar 2024 AI will not cause mass unemployment, according to economists LeCun cites. Prediction · 8 Mar 2024 AI, the economy and work
Not checkable Not checkable 8 Mar 2024 The question is do we embrace change or do we resist it? Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 It doesn’t hurt that we provide that system or the base model, the foundation model in open source for others to build applications on top… Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 AI doomers imagine all kinds of catastrophe scenarios of how AI could escape or control and basically kill us all, and that relies on a… Not checkable · 8 Mar 2024
Not researched Factual 8 Mar 2024 Asked how this is done for visual data, LeCun said that he and his colleagues have been doing it with I-JEPA architectures. Factual · 8 Mar 2024 AI capabilities
Not researched Factual 8 Mar 2024 RLHF reward models are used only for training LLMs, not for inference. Factual · 8 Mar 2024 AI capabilities
Not researched Factual 8 Mar 2024 Human feedback is what had the transformational effect on large language models, and it can be used in many ways, some purely supervised. Factual · 8 Mar 2024 AI capabilities
Unresolvable Prediction 8 Mar 2024 As AI systems are made more intelligent, developers will also learn to add guardrails so they behave properly. Prediction · 8 Mar 2024 AI safety and alignment
Not checkable Not checkable 8 Mar 2024 And so the question of planning is not just a question of planning physical actions. Not checkable · 8 Mar 2024
Unresolvable Prediction 8 Mar 2024 AI assistants will amplify human intelligence. Prediction · 8 Mar 2024 Philosophy, ethics and society
Unresolvable Prediction 8 Mar 2024 Joint-embedding world models could possibly enable car driving, but it will take a while to get to that point. Prediction · 8 Mar 2024 AI capabilities
Not researched Factual 8 Mar 2024 Meta published its V-JEPA work the week before this interview, as a first step toward training AI systems on video. Factual · 8 Mar 2024 Their own work or organisation
Not checkable Not checkable 8 Mar 2024 In a JEPA, you’re not trying to predict all the pixels, you’re only trying to predict an abstract representation of the inputs. Not checkable · 8 Mar 2024
Mostly true Factual 8 Mar 2024 Training an encoder to reconstruct images does not lead it to produce good generic image features, though the encoder architecture is good. Factual · 8 Mar 2024 AI capabilities
Not checkable Not checkable 8 Mar 2024 But I think there is a lot of good ideas that can be done without necessarily scaling up Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 That has produced an enormous amount of benefits. Not checkable · 8 Mar 2024
Unresolvable Prediction 8 Mar 2024 Bad actors will not have AI technology superior to that of good actors. Prediction · 8 Mar 2024 AI policy and governance
Not researched Factual 8 Mar 2024 After abandoning pixel prediction, joint embedding with prediction in representation space worked for learning representations. Factual · 8 Mar 2024 AI capabilities
Not checkable Not checkable 8 Mar 2024 The more redundancy there is in the data, the more they’re able to capture some internal structure of it. Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 there is way more redundancy in the structure in perceptual inputs, sensory input like vision than there is in text, which is not nearly as… Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 So there was a surprise many years ago with what’s called decoder only LLM. Not checkable · 8 Mar 2024
Unresolvable Factual 8 Mar 2024 The European Enlightenment would not have happened without the printing press. Factual · 8 Mar 2024 Philosophy, ethics and society
Not checkable Not checkable 8 Mar 2024 But as a pass towards human-level intelligence, they’re missing essential components. Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 I think it would be much more efficient to use it for planning, but currently, it’s used to fine tune the parameters of the system. Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 So the only solution that I see is diversity. Not checkable · 8 Mar 2024
Mostly true Prediction 8 Mar 2024 Search engines will increasingly be replaced by dialogue systems that answer questions and perhaps point to appropriate references. Prediction · 8 Mar 2024 AI capabilities
Not checkable Not checkable 8 Mar 2024 The alternative is joint embedding. Not checkable · 8 Mar 2024
Unresolvable Prediction 8 Mar 2024 Many different groups will build advanced AI, and some will succeed at making controllable, safe systems with proper guardrails. Prediction · 8 Mar 2024 AI safety and alignment
Not checkable Not checkable 8 Mar 2024 So we shouldn’t feel threatened by this any more than we should feel threatened by being the manager of a group of people, some of whom are… Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 We can make humanity smarter with AI. Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 So hierarchical planning is absolutely necessary if you want to plan complex actions. Not checkable · 8 Mar 2024
Not researched Factual 8 Mar 2024 The success of the US tech industry and Silicon Valley is due to information circulating and disseminating very quickly. Factual · 8 Mar 2024 Economics and markets
Not checkable Not checkable 8 Mar 2024 So the first thing is LLMs will be able to answer some of those questions down to some level of abstraction, under the condition that… Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 I mean certainly LLM would be able to solve that problem if you fine tune it for it. Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 that’s basically in the realm of RL, this is what RL deals with to some extent, so adjust your word model. Not checkable · 8 Mar 2024
Not researched Factual 8 Mar 2024 The Catholic Church disliked the printing press but had no choice but to accept it. Factual · 8 Mar 2024 Philosophy, ethics and society
Not researched Factual 8 Mar 2024 Most of what humans learn and know comes from observation and interaction with the real world, not from language. Factual · 8 Mar 2024 AI capabilities
Not checkable Not checkable 8 Mar 2024 They can plan really complex actions and imagine the result of a bunch of actions. Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 Well, IQ can measure approximately something for humans, but because humans come in relatively uniform form, right? Not checkable · 8 Mar 2024
Not checkable Not checkable 8 Mar 2024 No, I agree with what you just said, which is that to be able to do high level common sense, to have high level common sense, you need to… Not checkable · 8 Mar 2024
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Yann LeCun

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“that’s basically in the realm of RL, this is what RL deals with to some extent, so adjust your word model.”

Yann LeCun 8 March 2024 Transcript for Yann Lecun: Meta AI, Open Source, Limits of LLMs, AGI & the Future of AI (Lex Fridman Podcast)

This quote could not be matched word for word to the source page.

that’s basically in the realm of RL, this is what RL deals with to some extent, so adjust your word model.

Not checkable An opinion, value judgement or statement with nothing to check.

Cite this claim

Yann LeCun, “that’s basically in the realm of RL, this is what RL deals with to some extent, so adjust your word model.” (said 8 March 2024). Verdict: not checkable. Reliability API, claim c_366014ac8e37, method 0.1.0+c876030c. https://epistacklabs.com/claims/c_366014ac8e37

Claims without a verdict

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