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Federal AI compliance: NIST AI RMF from the engineer's seat
Connect AI risks to evidence, owners and decisions.
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Federal AI compliance: NIST AI RMF from the engineer's seat
Connect AI risks to evidence, owners and decisions.
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Source-based teaching example · Fictional data · Reviewed 2026-10-03. Microsoft Mark · locally synthesized. On a small screen, use fullscreen for diagram details or read the transcript.
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0:00 · What you will learn
Connect AI risks to evidence, owners and decisions.
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Connect AI risks to evidence, owners and decisions.
0:06 · The idea
Name who is responsible, understand the use, measure relevant failures and decide how to manage them. Keep evidence tied to the system. A pile of documents does not establish compliance.
What appears on screen
Name who is responsible, understand the use, measure relevant failures and decide how to manage them. Keep evidence tied to the system. A pile of documents does not establish compliance.
0:21 · One useful term
NIST AI RMF. A voluntary framework for managing AI risk; it does not grant permission to operate a system.
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A voluntary framework for managing AI risk; it does not grant permission to operate a system.
0:32 · A worked example
For the fictional summarizer, the team names owners, maps users and data, tests unsupported claims and denied actions, and records risk decisions. These activities inform repeated review.
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For the fictional summarizer, the team names owners, maps users and data, tests unsupported claims and denied actions, and records risk decisions. These activities inform repeated review.
0:49 · Your turn to think
Does following this voluntary framework automatically establish legal compliance? Pause and decide before continuing.
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Does following this voluntary framework automatically establish legal compliance? Pause the video if you need more time.
1:07 · Why this answer works
No. The organization must identify its binding requirements and the authority responsible for approvals.
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No. The organization must identify its binding requirements and the authority responsible for approvals.
1:17 · Check 1
Link risks to inspectable evidence.
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Link risks to inspectable evidence.
1:22 · Check 2
Keep missing evidence unresolved.
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Keep missing evidence unresolved.
1:27 · Check 3
Separate framework guidance from actual authorization.
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Separate framework guidance from actual authorization.
1:34 · Now try a different case
Open the lesson and try its different practice case. Use every check in the full task. Watching alone does not mark the lesson complete.
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Open the lesson Try the new case Check and revise The full task and its requirements are in the linked lesson.
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