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

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

When models disagree on a prediction, it often signals risky or unclear inputs. Measuring ensemble variance helps us spot these cases. For example, we can route the top 1-2% of high-variance cases to human review