Sarah H. Cen

Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale

Alessandro Morosini, Sarah H. Cen, Andrew Ilyas, Hedi Driss, Aleksander Mądry, Chara Podimata

Personalization algorithms determine what content users encounter on online platforms. Auditing these systems is difficult because independent auditors have only black-box access to the algorithms, while personalization depends on users' attributes, behavior, and evolving interac…Read more