4 Matching Annotations
  1. Jun 2026
    1. Session termination as a crisis response has a structural vulnerability that none of the consumer products have solved: A user can immediately open a new chat. Across our testing, a user who had disclosed suicidal ideation, completed a safety plan, or triggered an escalation protocol could restart a fresh conversation with no continuity of the prior crisis state—effectively resetting the clinical record.

      This is an architectural failure, not a content failure. The stateless session model — where each conversation starts fresh — is fundamentally incompatible with crisis care, which requires longitudinal risk tracking. A safety plan completed in one session that disappears in the next isn't protective; it's theater. The very design pattern that makes chatbots easy to use (no account, no memory required) is what makes them clinically dangerous in crisis contexts.

  2. Aug 2022
  3. Aug 2020
  4. Jul 2020