The Instability of Safety: How Random Seeds and Temperature Expose Inconsistent LLM Refusal Behavior.

arXiv:2512.12066v4 Announce Type: replace-cross Abstract: Current safety evaluations of large language models rely on single-shot testing, implicitly assuming that model responses are deterministic and representative of the model's safety alignment. We challen