Proposes a state-space constrained emulation framework for pluralistic AI evaluation using synthetic cognitive profiles and reports instability in persona coherence under sequential and perturbed inference.
Ethics and technical aspects of generative ai models in digital content creation,
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A Persona-Based Evaluation Framework for Pluralistic Alignment in Generative AI
Proposes a state-space constrained emulation framework for pluralistic AI evaluation using synthetic cognitive profiles and reports instability in persona coherence under sequential and perturbed inference.