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DATA-ETHICS5 MIN READ

Pick the Fairness Metric That Matches the Harm

Choose a fairness metric by linking it to the harm that matters in a concrete decision setting.

A resume-screening model is being used to decide who reaches a human recruiter. Qualified women are being missed more often than qualified men, even though overall accuracy remains strong.

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