Study Questions Reliability of LLM Judge Agreement as Quality Signal

An essay examines whether agreement among LLM judges is a reliable indicator of answer quality, probing the limits of self-consistency in model evaluation. The discussion highlights potential pitfalls in using judge consensus as a proxy for correctness, urging caution in evaluation methodologies.