Why You Shouldn't Trust a Single Model's Confidence: Lessons from a Consilium Expert Panel

https://escatter11.fullerton.edu/nfs/show_user.php?userid=9610412

Which questions about single-model confidence will we answer and why do they matter? Many teams accept a model's self-reported confidence as ground truth. That habit hides a set of avoidable failures