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

https://smoothdecorator.com/feature-conditional-disagreement-how-do-i-build-those-slices/

When models disagree on a prediction, it often signals uncertainty or risky inputs. Measuring this with ensemble variance or margin helps spot those tricky cases