Pedro Domingos: LLMs Don't Learn Goals in Training, They Learn to Achieve Ours

pmddomingos · x · 2026-10-08

Pedro Domingos pushed back on Scott Alexander in an alignment debate, arguing LLMs did not learn goals during training—rather, they (hopefully) learned to achieve the goals humans give them, a crucial distinction.

When asked whether that means he agrees with some Anthropic researchers that LLMs are conscious, suffer and deserve rights, Domingos responded with a pointed counter-question, tying the goal debate to the ongoing consciousness-and-rights dispute in AI circles.

Related event: Domingos and Scott Alexander Debate AI Doom(3 posts)→

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