François Fleuret: autoregressive process and reasoning are two different conceptual levels

francoisfleuret · x · 2026-09-26

Reacting to the Nate Silver debate on whether LLMs 'just predict language', researcher François Fleuret argues people conflate two distinct conceptual levels: the autoregressive process and reasoning itself. The quoted thread (1/7) pushes back on reducing LLMs and human thinking to the same mechanism.

Related event: Meta's Fleuret Debunks 'LLMs Just Predict the Next Token' in 7-Tweet Thread(7 posts)→

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