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Pranavi Singh

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#artificial intelligence Preprint Sep 2026

What Fixed-Rollout pass@k Evaluations Can Identify

This work gives an exact, conservative one-coordinate finite-task confidence certificate and a reporting standard separating direct estimates, identified sets, and model-conditioned forecasts, and gives exact count-law-preserving constructions with incompatible extrapolations with incompatible extrapolations.

Pranavi Singh, Prashant Singh · 0 citations

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