Research

Academic publications and preprints on clinical AI safety, evaluation frameworks, and the science of AI-supported wellbeing.

• Preprint February 2026

  From 'Crutch' to Coach: Patterns of Sustained Engagement and Deepening Support in AI Wellbeing Coaching

  Major, M., Ivan, V. M., White, K. M., & Economides, M.

  Research Square (Preprint)

  DOI: 10.21203/rs.3.rs-8949770/v1 →
• Published May 2025

  Is This Chatbot Safe and Evidence-Based? A Call for the Critical Evaluation of Generative AI Mental Health Chatbots

  Major, M. et al.

  Journal of Participatory Medicine

  DOI: 10.2196/69534 →