Disparate impact

Disparate impact: A disproportionate difference in outcomes between groups that can arise without explicit discriminatory intent. Assessment requires metrics, legal bases and context. Selection ratios alone identify neither cause, substantive fairness nor compliance. This perspective connects the definition with practical behaviour in artificial intelligence systems.

In italiano: Impatto DisparatoLegge V · Overfitting, bias e collasso dei modelli

Assessment requires metrics, legal bases and context. Selection ratios alone identify neither cause, substantive fairness nor compliance.