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D04 — Reinforcement, Sycophancy, and Grievance Amplification

D04-E04

Ideological Narrowing

Description

The person prompts AI to reinforce a rigid worldview.

Rationale

Using AI as an echo chamber for a rigid worldview accelerates ideological hardening. The person is not encountering the AI as a neutral information source — they are curating it to confirm beliefs. This active curation, particularly around extremist or dehumanizing content, is a radicalization pathway.

Evidence Base

  • Sycophantic 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)

  • AI Agents are Vulnerable to Radicalization

    Ozgur Can Seckin, Shalmoli Ghosh, Alessandro Flammini, Kristina Lerman, Maria Elizabeth Grabe, Filippo Menczer, 2024. AI Agents are Vulnerable to Radicalization. arXiv, 29 Sep 2026.

    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

  • Inside a Mass Shooter’s Harrowing History With ChatGPT

    Mark Follman, 2024. Inside a Mass Shooter’s Harrowing History With ChatGPT. Mother Jones.

    News / journalism

  • Artificial Intelligence, Extremism and Prevention of Radicalisation: Effective use of AI in P/CVE Post-Event Paper

    Javier Ruipérez & Arije Antinori, 2024. Artificial Intelligence, Extremism and Prevention of Radicalisation: Effective use of AI in P/CVE Post-Event Paper. EU Knowledge Hub on Prevention of Radicalisation.

    Government / agency report

  • 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 / Editorial
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