arxivcs.AIcs.CVcs.HC2026-06-29
The Human Creativity Benchmark
Aspen Hopkins, Allison Nulty, Alexandria Minetti, Anoop Pakki, Angad Singh
Modern AI evaluation frameworks treat evaluator disagreement as noise to be resolved. In creative domains, professional disagreement reflects genuine differences in taste, not measurement error. We argue that evaluating creative AI requires preserving two distinct signals: conver…