Topic

Machine Learning

2 articles

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Andrej Karpathy on AGI, Software 3.0, and Why the Next Decade Changes Everything

Andrej Karpathy sat down with Dwarkesh Patel and laid out his vision for where AI is headed. He thinks AGI is roughly a decade away, and he introduced a framework called Software 3.0 that reframes what programming even means in the age of large language models.

February 24, 2026·9 min read

AI Machine Learning AGI

Richard Sutton Says LLMs Are a Dead End. He Might Be Right.

Richard Sutton, the father of reinforcement learning and author of the famous Bitter Lesson, has argued that large language models are not the path to general intelligence. He thinks RL is. Here is the argument, what it gets right, and where the debate actually stands.

February 24, 2026·10 min read