Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI

Sandra Wachter, Brent Mittelstadt, Chris Russell

This article identifies a critical incompatibility between European notions of discrimination and existing statistical measures of fairness. First, we review the evidential require…