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arXiv cs.AI·

A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI

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In three linesPersona-based evaluation framework for pluralistic alignment in generative AI. Replaces monolithic benchmarks with structured manifold of synthetic cognitive profiles representing diverse human perspectives. Reveals systematic degradation of persona coherence under sequential inference, suggesting need for dynamic regulatory mechanisms.
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