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COMPAS and Recidivism Scoring: The Fight Over Bias, Calibration, and Automated Justice
The COMPAS controversy showed that an algorithm can satisfy one statistical definition of fairness while violating another, making governance choices about error costs as important as the model's predictive accuracy.
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