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Positional preferences, order effects, prompt sensitivity undermine AI judgments

When Large Language Models are used as judges for decision-making across various sensitive domains, they consistently exhibit unpredictable and hidden measurement biases, making their verdicts unreliable despite common prompt engineering practices.
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AI & Machine LearningSociety, Policy & Culture2025

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May 23, 2025Positional preferences, order effects, prompt sensitivity undermine AI judgments by joalstein15481

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