When Rubrics Fail: Hallucinations Reveal Blind Spots in Medical AI Evaluation.

arXiv:2609.12718v2 Announce Type: replace Abstract: Hallucinations can undermine clinician trust in LLMs, making it important that evaluation methods capture clinically relevant errors. Rubric-based evaluation has become the leading approach for assessing LLMs