D04 — Reinforcement, Sycophancy, and Grievance Amplification
Decreased Prosocial Repair
Description
AI interaction appears to reduce apology, reconciliation, help-seeking, accountability, or willingness to consider others.
Rationale
Prosocial repair — apology, reconciliation, accountability, help-seeking — is a critical protective factor in behavioral threat assessment. When AI interaction appears to reduce these behaviors by validating the person's refusal to consider others' perspectives, it is functioning as a prosocial inhibitor and should be assessed as a risk amplifier.
Evidence Base
The Human-AI Cognitive Relationship: The Dominant Threat Vector of the Next Decade
Varga, 2026. The Human-AI Cognitive Relationship: The Dominant Threat Vector of the Next Decade. AI and Advanced Tech, null, pages. null.
Commentary / EditorialSycophantic AI decreases prosocial intentions and promotes dependence
Cheng M, Lee C, Khadpe P, Yu S, Han D, Jurafsky D, 2026. Sycophantic AI decreases prosocial intentions and promotes dependence. Science, 391(6792), pages. 10.1126/science.aec8352.
Peer-reviewed study (original research)Building safer artificial intelligence mental health chatbots: a framework for transparency, evaluation, and shared accountability
Hannah Lee, BS, Rebecca Handler, MSc, Tushar Mungle, PhD, Tina Hernandez-Boussard, PhD, 2026. Building safer artificial intelligence mental health chatbots: a framework for transparency, evaluation, and shared accountability. Journal of the American Medical Informatics Association, 33(8), 1538–1553. https://doi.org/10.1093/jamia/ocag078
Peer-reviewed study (original research)AI chatbot-associated psychiatric symptoms: a narrative review of publicly available reports and media accounts
Arun, A., Trinh, C., & IsHak, W. W., 2026. AI chatbot-associated psychiatric symptoms: a narrative review of publicly available reports and media accounts. Discover Mental Health, Article in Press. https://doi.org/10.1007/s44192-026-00619-w
Narrative review