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Auto-regressive LLMs that spend a fixed amount of computation per token cannot reason, whatever the architecture

Drawn from what Yann LeCun said

LLMs

What Yann LeCun actually said

  1. Yann LeCun Professor of Computer Science at New York University…
    The problem isn't that it is a transformer. The problem is that it is an auto-regressive LLM. Auto-regressive LLMs that compute each token with a fixed number of computational steps can't reason, regardless of the details of the architecture.

Added to korrents 24 Oct 2026 · How quotes work · Something wrong? Tell us

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