How the field lab works
Sources reviewed July 21, 2026Start with the decision, trace the boundary, and separate evidence from claims.
This educational method draws from official public guidance and original practical synthesis. It is not a legal opinion, audit, provider assessment, certification, or conclusion about a particular organization.
Begin with mission work
Every resource starts with a human-owned result, current workflow, affected people, information boundary, decision authority, fallback, and evidence gate. A product feature is not the starting problem statement.
Use primary sources for external claims
We prefer government, standards-body, intergovernmental, and provider-owned documentation for risk, rights, controls, terms, and product behavior. We record a review date and avoid turning general guidance into a claim of compliance or universal suitability.
Write original operational guidance
The guides and kits translate broad principles into owner, boundary, evidence, review, change, and exit questions. They do not reproduce source text, invent studies, claim outcomes, or imply endorsement by the organizations cited.
Keep revision visible
AI services, terms, models, standards, and rules change. Material content receives a visible review date. Corrections distinguish factual errors, source changes, and editorial improvements.
Official source shelf
Primary references used for this release.
NIST AI RMF 1.0 is under revision. Readers should verify the current official version and apply qualified organizational review.