Глава AI Meta о крахе хайпа вокруг ChatGPT и тупике нейросетей

Turing Award winner Yann LeCun is the chief architect of deep learning and convolutional neural networks. Adam Brown is a researcher and the head of the Gemini group, Google DeepMind's large language model; he helped drive the impressive progress of these AI systems, which have gone from "babbling preschoolers" to "International Mathematical Olympiad gold medalists." The three of them discuss how machines do what they do and whether they can actually think. Source in English:    • Do LLMs Understand? AI Pioneer Yann LeCun ...   I run the "AI Firsthand" channel because I want to hear the original sources in Russian—the people who now make up the AI ​​industry: Altman, Zuckerberg, Harari, Musk. So I'm translating and posting them here so you can listen to them on headphones without English and without distortion. I'd be happy if you subscribe to the channel. My Telegram channel: https://t.me/egoshin_kedprof Timecodes: 00:00 — Introduction and Current Rumors 01:51 — Neural Networks: Biomimicry vs. Inspiration 04:14 — History and "Rebranding" of Deep Learning 07:14 — Emergent Behavior in Physics and AI 08:40 — Blitz: Intelligence, Consciousness, and the Future 11:30 — LLM Architecture and Next Word Prediction 13:34 — Meaning, "Grounding," and Shallow Understanding 16:03 — Data Efficiency: Text vs. Sensory/Visual Input 19:06 — Selective Efficiency and Superhuman Performance 24:00 — Results at the International Mathematical Olympiad 27:42 — Mechanistic Interpretability of Neurons 28:56 — Why Current ML is "Bad" (the Gap in (Robotics) 31:18 — Uncertainty in Video Prediction: What's the Challenge 33:41 — Quality Saturation vs. Continuous Scaling 39:04 — Historical "False Dawns" in AI 43:32 — Limitations in Real-World Physical Problems 45:14 — Future Architectures and Abstract Representations 48:07 — Simple Rules and Emerging Complexity 01:00:19 — Why Open-Source AI Is Needed 01:02:52 — AI Safety as an Engineering Challenge 01:04:18 — David Chalmers on Machine Consciousness 01:11:32 — An Optimistic Vision for 2036 Don't forget to subscribe to the channel and give it a like or dislike — the main thing is attention :)