Fleuret: Generating Intermediate Steps Is 'Very Close to Actual Reasoning'

francoisfleuret · x · 2026-09-26

Closing tweets (6-7) of François Fleuret's thread: a model may struggle to generate the answer directly, but it can generate intermediate sequences covering intermediate arguments and results — small steps that can be produced one at a time.

That reframes 'it just predicts the next word' as 'it generates intermediate results that progressively lead to a valid answer', which he says sounds very close to actual reasoning and intelligence.

Related event: François Fleuret's Thread: LLMs Are More Than 'Next-Token Predictors'(6 posts)→

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