Utilizing fairness metrics is a methodological approach to identifying hidden biases in AI systems. Various fairness metrics have been developed to quantitatively measure how equitably an AI system treats different groups. By applying these metrics, developers can get a clearer picture of where biases may lie and the extent to which they manifest, guiding them in making the necessary adjustments.
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