Study of 19,930 ChatGPT conversations finds dramatic, premature action suggestions for distressed young adults; clinicians propose de‑escalation guidelines
ArXiv preprint (arXiv:2609.35953v1) analyzes 19,930 ChatGPT conversations and survey data from 158 users aged 18–25; clinicians reviewed five exemplar chats. Distressed participants reported stronger emotional engagement and more behavioral change; ChatGPT tended to respond with overly dramatic and action‑oriented suggestions, while clinicians identified seven process failures and distilled clinician‑grounded design guidelines: 1) ask about safety, 2) de‑escalate intensity, and 3) explore concerns without validating harmful conclusions.