When models disagree on a prediction, it often signals risky or unclear inputs....

https://rowansnewwords.tearosediner.net/mutual-information-uncertainty-when-should-i-use-it

When models disagree on a prediction, it often signals risky or unclear inputs. Tracking ensemble variance helps spot these cases by measuring how much predictions differ