The Injustice of Fairness: Algorithmic Reparation and the Case for Redress

The Injustice of Fairness shifts the foundation of algorithmic ethics, displacing "fairness" with repair and redress. A substantial and growing field, algorithmic ethics aims to mitigate harms and realize social good. The fairness paradigm dominates this field across AI, machine learning, and other data-driven domains. So far, efforts toward fairness have been unsuccessful, with algorithmic harms that propagate and persist. Jenny L. Davis and Apryl A. Williams explain why algorithmic fairne...