Author

Yutong Xie

University of Michigan

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Preprint Aug 2026

Modeling Human Behavior with Type Vectors Using AI

A general, easy-to-implement AI-based modeling technique for analyzing human behavior that combines the flexibility and interpretability of natural language with a mathematical structure that can be fitted to data and easily analyzed is introduced.

Matthew O. Jackson, Benjamin S. Manning, Yutong Xie et al. · 0 citations

#artificial intelligence Preprint Aug 2026

How AI Prompts Can Teach Us About the Structure of Human Behavior

Applying the method to 119,147 decisions made by 78,657 subjects from more than 35 countries across 10 classic economic game roles, it is found that human behavior can be closely matched using three dimensions: Risk Aversion, Strategic Sophistication, and Trust.

Matthew O. Jackson, Benjamin S. Manning, Yutong Xie et al. · 0 citations