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What AI Confidence Scores Actually Mean Quiz

Explains calibration, population-level meaning, threshold choices, subgroup checks, and why a model's confidence score is not a guarantee.

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A calibrated binary classifier assigns 0.8 confidence to many cases. What should happen across that group over time?