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Separating Signal from Hype: Ethical Use of AI in Behavioral Health

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References

  • Heinz, M. V., Mackin, D. M., Trudeau, B. M., Bhattacharya, S., Wang, Y., Banta, H. A., Jewett, A. D., Salzhauer, A. J., Griffin, T. Z., & Jacobson, N. C. (2025). Randomized trial of a generative AI chatbot for mental health treatment. NEJM AI, 2(4), Article AIoa2400802. https://doi.org/10.1056/AIoa2400802
  • Iftikhar, Z., Xiao, A., Ransom, S., Huang, J., & Suresh, H. (2025). How LLM counselors violate ethical standards in mental health practice: A practitioner-informed framework. Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 8(2), 1311–1323. https://doi.org/10.1609/aies.v8i2.36632
  • Lawrence, H. R., Schneider, R. A., Rubin, S. B., Matarić, M. J., McDuff, D. J., & Jones Bell, M. (2024). The Opportunities and Risks of Large Language Models in Mental Health. JMIR mental health, 11, e59479. https://doi.org/10.2196/59479