---
name: nist-ai-rmf-measure-reference
description: Apply the NIST tells you what to measure in an AI system. Nothing runnable exists to point at — this is a working candidate article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# NIST tells you what to measure in an AI system. Nothing runnable exists to point at — this is a working candidate

This Skill is the behavioral expression of [the canonical article](/a/nist-ai-rmf-measure-reference). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/nist-ai-rmf-measure-reference.
- Read claims and relationships at /api/articles/nist-ai-rmf-measure-reference/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 gap between a framework and a mechanism NIST's Artificial Intelligence Risk Management Framework AI RMF 1.0, NIST AI 100-1, January 2023 organises the discipline into four functions: GOVERN , MAP , MEASURE , MANAGE . It is voluntary by 

## Representations

- Human: /a/nist-ai-rmf-measure-reference
- JSON: /api/articles/nist-ai-rmf-measure-reference
- Relationships: /api/articles/nist-ai-rmf-measure-reference/topology
- History: /api/articles/nist-ai-rmf-measure-reference/revisions