Jane Pan
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Your Agent Acts Differently When You're Around: How User Presence Changes Agent Behavior in Negotiation
According to the abstract, Pan, Lyu, Hou and co-authors built PRESENT, a framework comparing AI negotiation with and without an interactive user, across 11.2k runs, 7 games and 8 models. They report higher payouts and more aggressive agents when a user is present, plus more misaligned behavior.