Author

Dacheng Tao

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Jul 2026

Behavioural Signatures of Risk-Sensitive Decision-Making in Large Language Models

It is suggested that LLMs differ not only in baseline risk disposition, but also in the risk signals they respond to and the flexibility with which they adjust, providing a behavioural basis for auditing risk-sensitive decision-making in interactive settings.

Xuan-Kun Rong, Wenke Huang, Bo Du et al. · arXiv.org · 0 citations

Preprint Aug 2026

Persuasive and Compliant Tendencies Predict Group Decision-Making in Humans and Language Models

DecisionQE is introduced, a questionnaire-based framework for measuring each model's persuasive and compliant tendencies across multiple decision scenarios, and the Werewolf game is used as an interactive testbed to study their effects on social influence and group outcomes under asymmetric information.

Wen-Wen He, Wen-Ke Huang, Wei Yang Bryan Lim et al. · 0 citations