Maria Vanina Martinez
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Humans Correct Their Judgments Through Debate, but Weaker AI Models Do Not
A team led by Maria Victoria Carro tests AI Safety via Debate, in which two AI debaters argue opposite answers before a judge. With 507 human participants and over 40 LLM experiments, they report debate improved human accuracy but gave weaker language-model judges little consistent gain.