From Clinical Judgment to Checkable Rules: Clinician-Led Guardrails for Mental-Health Chatbots.

arXiv:2610.30690v1 Announce Type: cross Abstract: Large language models (LLMs) deployed in mental-health contexts can be evaluated for safety failures, but the resulting judgments are often difficult to inspect or explain. Common approaches to improving safety