LLM output distributions being factored doesn't mean they can't think out of order

Aaroth · x · 2026-09-26

A technical exchange arguing that whether an output distribution is represented as a product of next-element distributions (as in LLMs) has no bearing on whether the underlying system can "think out of sequential order" — since all distributions admit such a factorization, pointing to that representation can't settle the question. The author explicitly avoids claiming human brains work like LLMs.

Related event: Researchers Debate Whether "LLMs Are Just Next-Token Predictors" Is a Meaningless Claim(7 posts)→

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