The Illusion of Fairness: Auditing Fairness Interventions with Audit Studies

Disa Sariola, Patrick Button, Aron Culotta +1

Artificial intelligence systems, especially those using machine learning, are being deployed in domains from hiring to loan issuance in order to automate these complex decisions. J…