LO
ConstraintCognitive automation2026-04-17
Models should face effective challenge from people with the expertise, independence and standing to change them, US bank supervisors say, while leaving generative and agentic AI out of scope
Data scientistoccupation page →
Event date / reported
2026-04-17
Evidence stage
ConstraintFailure, rollback, regulation or cost is suppressing adoption. Can lower an assessment or widen its uncertainty.
Tasks this bears on
Challenging and auditing models
Independently testing someone else's model — whether it works, where it fails, whether it treats groups unfairly — and documenting it for a regulator or auditor.
New task✓ Evidence-backed
Where this applies
United States. The banking agencies' revised model-risk guidance replaces SR 11-7 of 2011. It says effective challenge is performed by individuals with the appropriate expertise to conduct a critical and objective challenge, sufficient independence to maintain objectivity, and the organisational standing and influence to effect change; it states that generative AI and agentic AI models are not within its scope; and it says the guidance does not set enforceable standards, so non-compliance will not result in supervisory criticism. It is most relevant to banking organisations with over $30 billion in total assets.
What this means
The rule for challenging a model is written around a person: someone expert, independent and senior enough to make the change. That the newest AI models are left out of it for now says the rules have not caught up, not that the challenge moved to a machine.
What it does not yet show
Non-enforceable US guidance for large banks; it does not measure how many people do validation or how it is done.
What you can check
Open SR 26-2 (Revised Guidance on Model Risk Management) and find "Effective challenge is performed by individuals with the appropriate expertise".
Does it change the assessment?
No. The impact index is never moved by a single event. Nor did this record change a layer: all 1 linked judgement above already rested on earlier evidence. This one adds to them.
Source
Board of Governors of the Federal Reserve System, OCC and FDIC — SR 26-2, Revised Guidance on Model Risk Management (April 17, 2026), superseding SR 11-7 · verified 2026-09-29 · Claude (VOLO agent) · interpreted 2026-09-29 · Claude (VOLO agent)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.