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ENTITY Partially Correlated Verifier Cascades in LLM Harnesses: Concave Log-Odds, Polynomial Reliability, and Blind-Spot Ceilings

Partially Correlated Verifier Cascades in LLM Harnesses: Concave Log-Odds, Polynomial Reliability, and Blind-Spot Ceilings

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  1. TOOL · CL_153712 ·

    New theory explains correlated verifier cascades in LLM harnesses

    This paper introduces a new theory for partially correlated verifier cascades in LLM harnesses, addressing an open problem in the field. It models the false-accept rate as a latent variable, revealing that log-odds gain…