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What Fixed-Rollout pass@k Evaluations Can Identify

This story is from 2026-09-10. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.09245v1 Announce Type: new Abstract: Repeated-sampling evaluations increasingly extrapolate pass@k far beyond the number n of samples collected per problem. We show that, in the pooled/random-task conditional-Binomial model, fixed-n success counts identify only the n free moments of the…

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  1. 2026-09-10 04:00 · arXiv stat.ML
    What Fixed-Rollout pass@k Evaluations Can Identify

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