AINeutralarXiv – CS AI · 5h ago6/10
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A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI
Researchers propose a persona-based evaluation framework that replaces traditional monolithic AI benchmarking with diverse synthetic cognitive profiles to better capture cultural and demographic variability in human judgment. While generative models can instantiate these personas consistently, the study reveals systematic degradation in persona coherence over time, suggesting static alignment approaches are insufficient and dynamic regulatory mechanisms are needed.