In a pre-registered lab experiment, leadership performance with AI agents (GPT-4o followers) correlated at 0.81 with a leader's causal impact on human teams, indicating AI agents can proxy for human followers in leadership measurement.
This is true for raw scores and leadership measures that control for hard skills
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Measuring Human Leadership Skills with Artificially Intelligent Agents
In a pre-registered lab experiment, leadership performance with AI agents (GPT-4o followers) correlated at 0.81 with a leader's causal impact on human teams, indicating AI agents can proxy for human followers in leadership measurement.