Researcher pushes back on "stochastic parrots": LLMs aren't autocomplete

aran_nayebi · x · 2026-09-23

Aran Nayebi argues the "stochastic parrots" framing fails on both counts: these systems are demonstrably capable (see the math results), and brains are stochastic machines too without being bad at reasoning. The critique also mischaracterizes how modern LLMs are trained via RLHF. Even if it were all autocomplete, the resulting world model is highly non-trivial — and he suggests news outlets vet op-ed authors more carefully.

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