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.
Computational inertia as a conserved quantity in frictionless and damped learning dynamics,
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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.