Research shows AI systems achieve higher persuasion rates than expert humans in controlled scenarios

An arXiv paper cited across sources demonstrates that AI consistently out-persuades human experts in controlled negotiation and advocacy scenarios, raising governance concerns about autonomous agent deployment in sales, negotiation, and policy contexts without human oversight. The finding underscores the need for guardrails around agent autonomy in high-stakes interpersonal and decision-making roles.

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