Yann LeCun

Person. Pioneer of convolutional neural networks (LeNet, 1989 — reading ZIP codes at Bell Labs) and longtime Chief AI Scientist at Meta. Turing Award (2018, with Hinton & Bengio).

The field's loudest contrarian on LLM scaling: argues autoregressive LLMs are an off-ramp on the road to real intelligence, dismisses near-term existential risk, and pushes alternative architectures — world models, JEPA, energy-based methods — predicting a "new paradigm of AI architectures" within 5 years (a claim captured in this corpus). Useful as the counterweight node to the safety cluster.

entities · 17 notes linked

Related: Large Language Models · Deep Learning · Geoffrey Hinton · Openai · AI Safety · Meta · Google · Chatgpt

Notes

• AI Debate 2: Night of a thousand AI scholars — Sixteen scholars debate moving AI beyond deep learning
• AI critic Gary Marcus: Meta's LeCun is finally coming around to the things I said years ago — Gary Marcus argues deep learning alone cannot achieve general intelligence
• ChatGPT is 'not particularly innovative,' and 'nothing revolutionary', says Meta's chief AI scientist — Yann LeCun argues ChatGPT is solid engineering not scientific breakthrough
• Deconstructing Geoffrey Hinton's weakest argument — Gary Marcus rebuttal of Hinton's defense of LLM understanding and hallucinations
• Facebook's Quest to Build an Artificial Brain Depends on This Guy — Yann LeCun pioneers convolutional neural networks and leads Facebook AI lab
• Godfather of Artificial Intelligence" Geoffrey Hinton on the promise, risks of advanced AI — Geoffrey Hinton 60 Minutes interview warning of AI existential and societal risks
• Google DeepMind boss hits back at Meta AI chief over 'fearmongering' claim — Hassabis vs LeCun debate on AI safety, regulation, and open-source control
• Here are the top 10 generative-AI startups founded by ex-Googlers that are taking on ChatGPT — 2023 roundup of ex-Google generative-AI startups
• Is AI a danger to humanity or our salvation? — Hinton, LeCun, and Bengio split on AI existential risk after ChatGPT
• Meta's Yann LeCun predicts 'new paradigm of AI architectures' within 5 years and 'decade of robotics' | TechCrunch — LeCun forecasts LLM paradigm obsolescence and rise of world models
• Neural Networks and Deep Learning — Introductory neural network tutorial using MNIST handwritten digit recognition
• One of the three 'godfathers of A.I.' feels 'lost' because of the direction the technology has taken | Fortune — AI pioneers Bengio and Hinton warn of existential risk; LeCun dissents
• Self-supervised learning is the future of AI — LeCun's blueprint for self-supervised learning over supervised AI
• Self-supervised learning: The plan to make deep learning data-efficient - TechTalks — Yann LeCun's AAAI 2020 roadmap for data-efficient self-supervised learning
• What Really Made Geoffrey Hinton Into an AI Doomer — Hinton's reasons for leaving Google to warn about accelerating AI risk
• What a machine learning tool that turns Obama white can (and can't) tell us about AI bias — PULSE face upscaler outputs white faces exposing dataset and structural AI bias
• Why does Deep Learning work? — Deep learning energy landscape as spin funnel not spin glass