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

https://reportz.io/ai/when-models-disagree-what-contradictions-reveal-that-a-single-ai-would-miss/

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