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Base Rates and False Positives in AI Detection Quiz

Works through prevalence, sensitivity, false-positive rates, predictive value, thresholds, and why detector flags require contextual review.

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A condition is rare in a population. Why can a detector with a modest false-positive rate produce many false alarms?