A multi-task evaluation framework shows persona consistency in LLMs varies by persona category, task structure, and model, with stereotyped spillovers and default personas shaping outputs.
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Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs
A multi-task evaluation framework shows persona consistency in LLMs varies by persona category, task structure, and model, with stereotyped spillovers and default personas shaping outputs.