A small lab study found GPT-4o-mini debates using a combined personalization-plus-fabricated-stats strategy shifted opinions in 51% of trials versus 32% for static human arguments, an effect not clearly supported by significance tests.
Truth, Lies, and Automation How Language Models Could Change Disinformation
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Tailored Truths: Optimizing LLM Persuasion with Personalization and Fabricated Statistics
A small lab study found GPT-4o-mini debates using a combined personalization-plus-fabricated-stats strategy shifted opinions in 51% of trials versus 32% for static human arguments, an effect not clearly supported by significance tests.