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cs.AI2026

Before the Model Learns the Bug:Fuzzing RLVR Verifiers

Jaideep Ray

Reinforcement learning with verifiable rewards (RLVR) replaces human preference labels with executable reward functions such as math answer checkers, JSON tool-call validators, and…