NIST AI RMF
U.S. voluntary AI risk management framework.
"Voluntary frameworks become the de facto standard once they're cited in contracts."
What is NIST AI RMF? U.S. voluntary AI risk management framework. Mapping AI risk in U.S.
Standard reference for U.S. enterprise AI governance.
Mapping AI risk in U.S. regulatory environment.
Adopt NIST AI RMF as your governance baseline.
Pick what to reward the model for.
U.S. voluntary AI risk management framework. In the wild: Standard reference for U.S.
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to NIST AI RMF
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The full taxonomy entry
Every concept in the Atlas uses the same structure — so NIST AI RMF can be compared, recombined, and cited like an element on a periodic table.
- Business
- Leadership
- Government
- Healthcare
- Education
- Sales
- Marketing
- AI
- Negotiation
- Media
- Public Policy
- Relationships
- Where in our org would NIST AI RMF most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards NIST AI RMF?
- If we removed every payoff for NIST AI RMF, what behavior would replace it?
- Who benefits when NIST AI RMF persists — and who pays the cost?
- People defend the status quo using the language of nist ai rmf.
- Decisions cluster around the easiest narrative rather than the strongest evidence.
- New data changes the slide deck but not the decision.
- Anyone naming the pattern is treated as the problem.
Every Atlas entry is a node in a knowledge graph. See the related rail below to follow the connections.
See NIST AI RMF through 2 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
Do you actually know NIST AI RMF?
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Which best describes NIST AI RMF?
Worked example, counter-example & concept map
On-demand AI analysis grounded in the Lab's research. Cached on your device after first run.
When you encounter NIST AI RMF, your prefrontal cortex has to do extra work to override the automatic response — and that override budget is finite.
Executive control, planning, impulse override, working memory, System 2. First thing to go offline under stress, fatigue, or low blood sugar. Why your 4pm decisions are worse than your 9am ones.
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Ranked by shared learning paths, overlapping chips, and what you've saved.
Written rules about how AI may be used internally.
Logging of AI inputs, outputs, and decisions.
Inventory of models, data, tools, and dependencies in an AI system.
Tracing AI components for risk and compliance.
Cross-functional governance body for AI decisions.
Agents deployed before anyone owns the consequences.
Send the card, not just the link
A pre-rendered social card with the title, eyebrow, and URL. Copy the link, post it anywhere, or download the SVG for slides.
More definitions to follow
Every term in the Atlas connects to a dozen others. Pick any of these and see where it takes you.
Metrics that look good without indicating business value.
Emotional override of rational processing.
Hierarchy of cognitive learning: Remember → Understand → Apply → Analyze → Evaluate → Create. Benjamin Bloom, 1956 (revised 2001).
Treating multiple data points as independent when they came from one source.
Quietly redefining a term mid-argument.
Evaluation suites that no longer reflect real-world conditions.
Making someone question their own reality or perceptions.
Authenticity becomes a performance the moment it becomes a paycheck.
Thinking about one's own thinking.
Worst-cases assumed as base-cases because they 'feel responsible.'
Output amplifies input — virtuous or vicious cycle.
A developmental model of human value systems (vMemes) emerging in response to life conditions.