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AlphaGo7 min read

Don’t be fooled—LLMs don’t reason

On an afternoon in Seoul in March 2016, I watched a program I helped build put a stone on the fifth line of a Go board in what looked like a gift to its human opponent. Move 37 in game two of the five-game match looked so absurd that some commentators thought it was a…

By Thore GraepelMIT Technology Review
Don’t be fooled—LLMs don’t reason

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Originally published by MIT Technology Review on Oct 2, 2026.

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