Fleuret challenges 'LLMs can't be creative' camp: what about AlphaZero?

syhw · x · 2026-10-10

Researcher François Fleuret asked those convinced that 'LLMs only interpolate, never extrapolate, and can't be creative' how they explain AlphaZero. syhw (Guillaume Lample) replied that he doesn't share that view anyway, framing the disagreement as closed world vs. open world.

The exchange cuts to a classic fault line: self-play can produce superhuman strategies in rule-bound games, but whether that transfers to open-world language and invention remains contested.

Related event: Fleuret Sparks Debate: If AlphaZero Exceeds Its Data, Why Can't LLMs?(4 posts)→

Original post →

More from AGI Musings

AGI Musings channel →