K-Bench: a clinically calibrated benchmark for evaluating large language models in high-risk mental health conversations.

arXiv:2609.15855v3 Announce Type: replace-cross Abstract: People increasingly use large language models (LLMs) for mental health support, yet their safety in evolving, high-risk conversations remains poorly characterised. We developed K-Bench, a clinician-cali