LLM Judges Have Dark Current: Stratified Null and Utility Tests for LLM Judge Reliability.

arXiv:2606.15610v2 Announce Type: replace-cross Abstract: Passing an exact-clone null gate does not entail passing a matched target-selection utility gate. We call a non-tie preference between exact duplicates dark current. On 102 prespecified fresh RewardBenc