A chart making the rounds: stop dismissing modern LLMs as next-token predictors

burny_tech · x · 2026-10-11

A developer shared that a chart posted by Fchollet has been used at least three times in two weeks to argue that modern LLMs are not mere next-token predictors regurgitating their pre-training corpora.

The chart itself isn't described in the post, but the exchange reflects the ongoing debate about LLM capability boundaries and whether the "stochastic parrot" framing still holds.

Original post →

More from Models

Models channel →