Why You Shouldn't Trust a Single Model's Confidence: Lessons from a Consilium Expert Panel
https://jsbin.com/panokikaza
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