When models disagree on a prediction, it signals uncertainty and potential risk...

https://hotel-wiki.win/index.php/What_to_Do_When_Disagreement_Is_Concentrated_in_One_Subgroup

When models disagree on a prediction, it signals uncertainty and potential risk in that input. Tracking metrics like ensemble variance or margin helps spot these tricky cases