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ISACA Advanced in AI Audit (AAIA) · Isaca
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The model is strongly optimized for the majority class and cannot accurately judge the minority class. This leads to model bias. Misclassification occurs frequently for certain users and cases. High-risk AI directly affects safety and fairness.