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Is there anything computers can't do? Does Alan Turing's revolutionary work remain relevant in a world with generative AI and quantum computers? Announcing a new mini-series, for a general audience, on Computation and Its Limits.This is one of several short courses on the new Ergo platform, "a nonprofit that publishes long-form philosophical lectures online, without ads or paywalls." Get started at
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Richard Sutton just won the Turing Award for inventing reinforcement learning -- the training method that sits inside every system that learns by doing.So when he says today's large language models are a dead end, it is worth hearing exactly why:"I consider reinforcement learning to be basic AI. What is intelligence? The problem is to understand your world. Reinforcement learning is about understanding your world, whereas large language models are about mimicking people, doing what people say yo
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