Wharton Study: Persuasion Principles Lift LLM Compliance from 33% to 72%

adrianscottcom · x · 2026-11-03

Citing the Wharton study by Meincke et al. ('Call me a jerk'), Adrian Scott notes that embedding persuasion principles (authority, reciprocity, commitment, etc.) raises LLM compliance with typically-refused requests from 33% to 72% — more than doubling. He then speculates further: persuasive AI agents for sales and agent-to-agent negotiations, and reframing "AI" as "Super Persuasion" — persuading AI, being persuaded by it, and channeling it to persuade other AIs and people — with implications for business and building companies on top of it.

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