CFPB: Borrowers Entitled to Explanation for Credit Denial, Even if Credit Decisions are Based on Complex Algorithms

CFPB: Borrowers Entitled to Explanation for Credit Denial, Even if Credit Decisions are Based on Complex Algorithms

By: Ken Chase.

Estimated reading time: 2 minutes

The Consumer Financial Protection Bureau (CFPB) announced on May 26 that lenders cannot avoid the requirement to provide borrowers with detailed explanations for credit application denials, even if those creditors are utilizing models that employ complex algorithms. In its new circular, the bureau confirmed that the Equal Credit Opportunity Act’s requirements still apply in those cases, even if the lending companies are using decision-making models that they may not fully understand.

According to the CFPB circular, “Creditors who use complex algorithms—including artificial intelligence or machine learning technologies—to engage in credit decisions must still provide a notice that discloses the specific, principal reasons for taking adverse actions. There is no exception for violating the law because a creditor is using technology that has not been adequately designed, tested, or understood.”

The bureau acknowledged that creditors’ use of algorithm-based models, sometimes referred to as “black-box” models may mean that the lender is not aware of all the reasons why the algorithms deny an application. The new ruling reinforces that the use of that technology cannot be lawful if it in any way prevents lenders from providing the explanations required by federal law.

CFPB Director Rohit Chopra reminded consumers and lenders alike that, “Companies are not absolved of their legal responsibilities when they let a black-box model make lending decisions. The law gives every applicant the right to a specific explanation if their application for credit was denied, and that right is not diminished simply because a company uses a complex algorithm that it doesn’t understand.”

The CFPB also encouraged technology workers and others to become whistleblowers if they are aware of cases in which black-box models and other technologies are being used to violate consumer financial protection legislation. The bureau also confirmed that it is monitoring the rising use of automated home valuation technology to ensure fairness and accuracy in the home appraisal process.

Learn more on this topic

Related Insights

Banking Groups Sue to Block New CRA Rules

Banking Groups Sue to Block New CRA Rules

A group of industry organizations have filed suit to block regulators’ new Community Reinvestment Act rules. According to the plaintiffs in the case, regulators are exceeding their authority with the proposed rules. Additionally, the plaintiffs argue that the new CRA...

Fed Signals No Imminent Rate Cuts Ahead

Fed Signals No Imminent Rate Cuts Ahead

Despite market expectations for imminent rate cuts, the Federal Reserve today confirmed its intent to leave interest rates at their current level. That marks the fourth straight pause on those rates, as inflation has continued to plague American consumers. Inflation...

NYC Sues FDIC for Overdue Signature Bank Taxes

NYC Sues FDIC for Overdue Signature Bank Taxes

New York City is suing the Federal Deposit Insurance Corporation (FDIC) over $44 million in overdue taxes Signature Bank taxes. According to Bloomberg, the suit was filed in a Manhattan federal court on Monday. The suit targets the FDIC in its role as the failed...