Miranda Hypothesis: How Hamilton poisoned persona evals

Jacob E. Thomas argues that persona evaluation pipelines rate an Alexander Hamilton simulation at 80% fidelity, but the simulation actually sounds like it has read the Broadway musical. The dominant failure mode of character-based AI systems is invisible to LLM-as-judge evaluations.