Artificial Intelligence #artificial intelligence#prover-verifier games
Mitigating Legibility Tax in AI: Decoupled Prover-Verifier Games Offer Route to Verifiable Outputs
A new arXiv paper introduces Decoupled Prover-Verifier Games (DPVG) to solve the legibility tax—accuracy degradation when making AI outputs easy to verify. The method trains a separate translator model that converts a solver's correct solution into a checkable form, achieving faithful verification without sacrificing accuracy.
Jul 8, 2026 1 source