Chollet: Is RLVR just boosting math and code skill, or raising general intelligence G?

fchollet · x · 2026-10-07

François Chollet poses a key question: does RLVR-driven improvement in math and code reflect a rising general intelligence factor "G", or is it just an isolated skill?

He hypothesizes that the "jagged frontier" may mainly be math + code—domains RLVR can push arbitrarily far—while everything else plateaus because it remains bottlenecked by human-generated data. The open question: is the steady progress in non-verifiable domains a side effect of higher G, or only of more data? This bears directly on forecasts of model capability ceilings and AGI timelines.

Related event: Chollet Questions Whether RLVR Boosts General Intelligence or Just Math and Code(2 posts)→

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