Stronger Judges Do Not See More: Deployment-Integrity Blindness in LLM Evaluation

Jianchang Su, Dawei Xiang, Yifan Zhang +1

LLM-agent evaluation reports behavioral scores but leaves the identity of the deployed runtime stack unreported. A tampered deployment that preserves evaluated outputs passes every…