SuperML
← All issues

CFPB Killed Disparate Impact. Your AI Credit Model Still Has Exposure.

The CFPB stripped disparate impact from Reg B — but AI credit models are still exposed under the Fair Housing Act, state laws, GSE requirements, and OCC examination. The governance gap opens July 21.

Hi there,

The CFPB just eliminated disparate impact from ECOA — and legal teams across the lending industry are calling it a compliance win. They're wrong. AI credit scoring models are still fully exposed under the Fair Housing Act, 44 state fair lending statutes, GSE contractual requirements, and OCC examination. The teams that pause their bias monitoring programs on July 21 will discover this the hard way, probably during an exam.

🔥 Featured Post

CFPB Killed Disparate Impact. Your AI Credit Model Still Has Exposure.

  • The CFPB's April 22 final rule removes disparate impact from Regulation B effective July 21 — but only from one of at least five regulatory regimes covering AI lending models
  • The Fair Housing Act, which governs mortgage lending, retains full disparate impact liability and is enforced by HUD and DOJ independently of CFPB
  • State fair lending laws in 44 jurisdictions still recognize disparate impact; state AGs have already settled AI bias cases under state authority
  • OCC and FDIC conduct independent fair lending examinations and are asking about AI credit model bias in every routine exam in 2026
  • AI model teams need a multi-regulator bias monitoring architecture — not a CFPB-only compliance posture — or they will fail the exam that actually shows up

Read the full post →

📚 In Case You Missed It

FDA Has No Framework for Agentic Clinical AI. ARPA-H Is About to Create One. — ARPA-H is selecting teams to build the first FDA-authorized agentic clinical AI — a prescription-writing cardiovascular agent with no existing FDA validation framework, no clearance precedent, and a 39-month timeline that assumes regulators will solve governance problems nobody has solved yet.

FinCEN AML: 'Effective' Means AI Now. Nobody Built the Governance Yet. — FinCEN's effectiveness-based AML standard implicitly rewards AI adoption — but banks racing to deploy ML for compliance credit have no model governance framework, and OCC examiners are asking about it in every exam.

Cursor Is Now SpaceX: Enterprise Agentic Coding's New Lock-In Risk — SpaceX's $60B Cursor acquisition ends model-neutral AI coding — enterprise teams built on Cursor's multi-model architecture now face a silent model substitution event in their agentic CI/CD pipelines.

More posts dropping every week. Stay sharp.

— Bhanu @ superml.dev