AI agents accurately predict human behavior
Stanford University, University of Washington, and Google DeepMind researchers have jointly developed an AI agent that can simulate human behavior in social experiments. The research team established these AI agent models by interviewing more than 1000 representative Americans (covering a variety of ages, genders, educational backgrounds, and political positions). The system operated by combining detailed interview records with the GMT-4o model. The research team designed a number of tests to assess the AI's ability to predict human behavior, including the General Social Study, the Big Five personality assessment, and several experiments in the field of behavior economics. The results showed that the AI based on interview data had an accuracy rate of 85% when predicting social survey (GSS) questions, far surpassing AI agents that relied solely on demography. Among the five social science experiments, four studies showed that the results of AI were highly consistent with humans, with a coefficient of 0.98, indicating that AI had a strong ability to simulate human behavior. Compared to traditional demography, interview-driven AI showed significant advantages, especially when dealing with predictions of different ethnic groups and political views. It could also effectively reduce the bias between the categories of demography. "A Short History of the Future: Legends of the Intelligent Era" was equally exciting. Everyone was welcome to click and read it!
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