2 papers
cs.CY2026
Curbside Chatbots: Auditing the Mental Health Interventions Large Language Models Recommend to Clinicians, Caregivers, and Patients
Matthew Flathers, Jill Noorily, Phuong Anh Nguyen +14
Users are asking language models mental health questions and are receiving answers. We audited what 41 language models recommend to users when the same clinical information reaches…
cs.CY2026
Remembering Is Not Enough: Evaluating Timing and Omission in Longitudinal AI Mental Health Support
Eli Min, Mohit Chandra, Aamogh Sawant +8
Evaluations of large language models (LLMs) for mental health support commonly focus on the clinical appropriateness of individual responses, potentially overlooking failures that…