The Dynamics of Delusion: Modeling Bidirectional False Belief Amplification in Human-Chatbot Dialogue

Overview

This work studies bidirectional false belief amplification in human-chatbot dialogue and its safety implications.

Figure 1 from the Dynamics of Delusion study.
Figure 1. Dynamics of Delusion overview.

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Citation

@article{mehta_dynamics_2026,
  title = {The Dynamics of Delusion: Modeling Bidirectional False Belief Amplification in Human-Chatbot Dialogue},
  author = {Mehta, Ashish and Moore, Jared and Anthis, Jacy Reese and Agnew, William and Lin, Eric and Yin, Peggy and Ong, Desmond C. and Haber, Nick and Dweck, Carol},
  year = {2026},
  booktitle = {Working draft},
  note = {Draft citation placeholder.},
}