What's your counterargument to "LLMs are just next-token predictors"?

thekokoricky · reddit · 2026-09-29

A Reddit thread asks how to counter the "it's just a next-token predictor" framing of LLMs.

The poster argues that what modern LLMs do clearly goes beyond literally predicting the next word — something resembling human logic and reasoning seems to be at work, even if hard to articulate. The discussion covers emergence from prediction, whether abstraction and reasoning are side effects of prediction, and better framings for describing what LLMs actually do.

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