Every other source here puts two people in a room. Welch Labs draws. One narrator, an animation, and a claim worked through until you can see why it holds — the compute-optimal frontier no model has crossed, the sparse autoencoders that pull nameable concepts back out of a network, LeCun's case that language was the wrong place to start. One title does this whole collection's work in six words: the moment we stopped understanding AI. That moment has a date, a paper and eight pages, and this is where you can watch it happen.
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Videos
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Yann LeCun's $1B Bet Against LLMs [Part 2]
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Yann LeCun's $1B Bet Against LLMs [Part 1]
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The Misconception that Almost Stopped AI [How Models Learn Part 1]
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The Dark Matter of AI [Mechanistic Interpretability]
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AI can't cross this line and we don't know why.
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The moment we stopped understanding AI [AlexNet]