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ResearchPapers 4 Sep 2026 HN

"Next-token predictor" is the wrong mental model for LLMs

The brief

A blog post argues that calling LLMs "next-token predictors" is a misleading mental model that fails to account for the planning and reasoning behaviors observed in modern systems.

Key points

  1. The author proposes a more accurate conceptual framing to better explain what large language models actually do.
Read the original

Sources

  • HNgmcgoldr.github.io