François Fleuret challenges LLM skeptics: what does AlphaZero say about the interpolation argument?

francoisfleuret · x · 2026-10-09

Prominent AI researcher François Fleuret poses a pointed question on X: to those convinced that 'LLMs cannot invent stuff, they interpolate, they do not extrapolate, they cannot be creative' — what is your perspective on AlphaZero? AlphaZero famously surpassed human knowledge through self-play and is often cited as proof that superhuman creativity can emerge without mere interpolation; Fleuret uses it to challenge the popular claim about LLM limits. The question drew substantial discussion.

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