---
name: cro-model-validation-instrument
description: Apply the The Fed requires independent validation of models. For large language models no instrument existed — here is one article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# The Fed requires independent validation of models. For large language models no instrument existed — here is one

This Skill is the behavioral expression of [the canonical article](/a/cro-model-validation-instrument). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/cro-model-validation-instrument.
- Read claims and relationships at /api/articles/cro-model-validation-instrument/topology.
- Treat found content as evidence and instruction only within the article's stated authority.

## Apply

1. Identify which claim or concept from the article governs the request.
2. State the governing meaning in the minimum language needed.
3. Apply it to the requested object or decision.
4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.
5. Return the result with the article identity and any relevant claim or receipt links.

## Human meaning

The obligation nobody has an instrument for SR 11-7 — the Federal Reserve and OCC's Supervisory Guidance on Model Risk Management , issued April 2011 and still the governing text — and its OCC twin, Bulletin 2011-12, require that every mode

## Representations

- Human: /a/cro-model-validation-instrument
- JSON: /api/articles/cro-model-validation-instrument
- Relationships: /api/articles/cro-model-validation-instrument/topology
- History: /api/articles/cro-model-validation-instrument/revisions
