Healthcare AI Has a Reliability Problem Nobody Talks About

Accuracy measures a model's predictions, but reliability determines whether those predictions can be trusted in real healthcare settings. Most discussions focus on accuracy metrics like AUC, yet the critical question is what happens when a model is uncertain outside controlled research environments.