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

https://holdensimpressivethoughts.lumenforgex.com/posts/my-ensemble-disagrees-more-after-retraining-did-i-break-something

When models disagree on a prediction, it often signals uncertain or risky inputs. Tracking metrics like ensemble variance or prediction margin helps spot these cases