# CFPB Circular 2022-03: Adverse action notification requirements in connection with credit decisions based on complex algorithms

Source: https://www.bankingnewsai.com/ai-regulation/documents/cfpb-circular-2022-03
Last updated: Aug 26, 2026

Circular 2022-03, issued May 26, 2022 and published at 87 FR 35864, answered 'yes' to whether creditors using complex algorithms must still give ECOA's statement of specific reasons for adverse action. It stated that the notice requirements 'apply equally to all credit decisions, regardless of the technology used', and that ECOA and Regulation B 'do not permit creditors to use complex algorithms when doing so means they cannot provide the specific and accurate reasons for adverse actions'. The circular was withdrawn on May 12, 2025, but the statutory duty it interpreted is unchanged.

## At a glance

| Field | Value |
| --- | --- |
| Authority | [CFPB](https://www.bankingnewsai.com/ai-regulation/cfpb) |
| Type | Circular |
| Status | Withdrawn |
| Published | May 26, 2022 |
| Effective | May 26, 2022 |
| Applies to | All creditors subject to ECOA and Regulation B, including banks, credit unions and fintech lenders using algorithmic or machine-learning credit models |
| Official text | https://www.consumerfinance.gov/compliance/circulars/circular-2022-03-adverse-action-notification-requirements-in-connection-with-credit-decisions-based-on-complex-algorithms/ |

## Key points

- Question presented: must creditors using 'uninterpretable' or 'black-box' models comply with ECOA's specific-reasons requirement? Response: yes.
- Cites Regulation B 1002.9(b)(2): reasons must be specific and indicate the principal reasons; internal standards or failing a scoring cutoff are insufficient.
- Cites the Official Interpretation: disclosed reasons must relate to and accurately describe factors actually considered or scored; checking the closest sample-form reason does not comply.
- States that a creditor's lack of understanding of its own model is no defense and that creditors must be able to explain adverse decisions.
- Announced together with a May 26, 2022 press release, 'CFPB Acts to Protect the Public from Black-Box Credit Models Using Complex Algorithms'.
- Listed on the CFPB Withdrawn Guidance page as withdrawn May 12, 2025 (90 FR 20084).

## What changed for banks

The circular converted a permissive 2020 posture into an enforcement warning: model opacity became a compliance risk in itself, effectively requiring explainability tooling around any ML underwriting model. Its 2025 withdrawal removed the Bureau's interpretive statement but not the statute, so most banks have kept the controls it prompted.

## Use cases it governs

- [Credit scoring & underwriting](https://www.bankingnewsai.com/ai-regulation/by-use-case#credit-underwriting)
- [Fair lending & discrimination](https://www.bankingnewsai.com/ai-regulation/by-use-case#fair-lending)
- [Model risk management](https://www.bankingnewsai.com/ai-regulation/by-use-case#model-risk)

> Superseded by [CFPB withdrawal of 67 guidance documents (May 2025)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-guidance-withdrawal-2025).

## FAQ

### Was Circular 2022-03 withdrawn?

Yes, effective May 12, 2025, in the CFPB's withdrawal of 67 guidance documents. The ECOA and Regulation B requirements it described remain in force.

### Did Circular 2022-03 ban black-box models?

No. It said creditors may not use models that leave them unable to identify specific and accurate adverse-action reasons; a complex model with reliable reason-code extraction was acceptable.

## Compare

- [OCC vs CFPB on AI lending](https://www.bankingnewsai.com/ai-regulation/compare/occ-vs-cfpb-ai-lending): OCC vs CFPB on AI in Lending: Model Risk vs Consumer Law

## Related documents

- [CFPB withdrawal of 67 guidance documents (May 2025)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-guidance-withdrawal-2025) — Interpretive Rules, Policy Statements, and Advisory Opinions; Withdrawal (May 12, 2025)
- [Regulation B final rule on disparate impact (April 2026)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-regulation-b-final-rule-2026) — Equal Credit Opportunity Act (Regulation B) — final rule amending disparate impact, discouragement and special purpose credit program provisions (Apr 22, 2026)
- [CFPB comment to Treasury on AI in financial services (2024)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-comment-treasury-ai-rfi-2024) — CFPB Comment on Request for Information on Uses, Opportunities, and Risks of Artificial Intelligence in the Financial Services Sector (Aug 12, 2024)
- [CFPB Circular 2023-03](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-circular-2023-03) — Adverse action notification requirements and the proper use of the CFPB's sample forms provided in Regulation B (Sep 19, 2023)
- [CFPB Chatbots in Consumer Finance (issue spotlight, 2023)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-chatbots-in-consumer-finance-2023) — Chatbots in consumer finance (Jun 6, 2023)
- [Joint Statement on Automated Systems (CFPB, DOJ, EEOC, FTC)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-joint-statement-automated-systems-2023) — Joint Statement on Enforcement Efforts Against Discrimination and Bias in Automated Systems (Apr 25, 2023)
- [CFPB Innovation Spotlight on AI/ML adverse action notices (2020)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-innovation-spotlight-ai-ml-adverse-action-2020) — Innovation spotlight: Providing adverse action notices when using AI/ML models (Jul 7, 2020)
- [ECOA / Regulation B adverse action (15 U.S.C. 1691(d); 12 CFR 1002.9)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-ecoa-regulation-b-adverse-action) — Equal Credit Opportunity Act section 701(d) and Regulation B section 1002.9 — notification of adverse action and statement of specific reasons (Oct 28, 1974)

Last reviewed Aug 26, 2026. Cite the official text (https://www.consumerfinance.gov/compliance/circulars/circular-2022-03-adverse-action-notification-requirements-in-connection-with-credit-decisions-based-on-complex-algorithms/) for the rule and this page for the summary and dates.

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