Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation

Natan Levy, Gadi Perl

Artificial intelligence now decides who receives a loan, who is flagged for criminal investigation, and whether an autonomous vehicle brakes in time. Governments have responded: th…