Nate Silver: Give an LLM a 10,000-line program to debug — it's way more than a 'stochastic parrot'

aran_nayebi · x · 2026-09-25

Responding to a critic who claimed LLMs merely create the illusion of human-like thinking, Nate Silver argues the 'stochastic parrot' framing fails: hand Astra or Fable a 10,000-line program and ask it to debug, understand, and revise it. He admits the models aren't perfect and remains bullish on human expertise, but says their capabilities clearly exceed what the parrot label implies.

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