Research

Agreement Without Alignment: Label-Free Rubric Clarification Increases LLM-Judge Consensus but Not Agreement with Humans

Single source1 source12 Oct 2026

arXiv:2610.13303v1 Announce Type: cross Abstract: LLM judges are increasingly deployed as panels, and disagreement among panel members is often read as a symptom of an unclear rubric.

Reported by 1 source

arxiv.orghttps://arxiv.org/abs/2610.13303

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