Last week, the Consumer Financial Protection Bureau (CFPB or Bureau) released its latest Supervisory Highlights report, focusing on the use of advanced technologies in credit scoring models. This edition of Supervisory Highlights concerns select examinations of institutions that use credit scoring models, including models built with advanced technology commonly marketed as AI/ML technology, when making credit decisions. The report repeated the CFPB’s previous statements that there is “no ‘advanced technology’ exception” to federal consumer protection laws (which, to our knowledge, no industry participant has suggested to exist) and asserted that financial institutions will need to improve their practices to ensure compliance with the Equal Credit Opportunity Act (ECOA) and Regulation B. This includes actively searching for less discriminatory alternatives, critically evaluating the use of alternative data, and rigorously testing and validating adverse action reasons.
