Does Model Uncertainty Track Human Ambiguity? Evidence from Multi-Annotator Vision Benchmarks.

arXiv:2609.34506v1 Announce Type: new Abstract: Human-model alignment is critical for trustworthy AI-assisted decision-making systems. Yet, most work evaluates model predictions against single ground-truth labels, overlooking that humans themselves often disag