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Using large language models to categorize strategic situations and decipher motivations behind human behaviors

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Analysis categorizes human behaviors in economic games, suggesting insights into diverse motivations.

Using large language models can reveal the full range of human behaviors in various scenarios and games.
Different prompts elicited distinct behaviors, helping categorize strategic situations based on motivations.
This analysis aids in understanding economic scenarios that influence human thought processes and actions.
The method also highlights variations in behavioral tendencies across different populations.

Xie et al. (2025) studied this question.

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