Minimum risk management practices for high impact AI
Is this legally binding?
Binding, sectoral. Binding, but only for a defined population: one regulated sector, or the federal government and the vendors it buys from.
Agencies must implement minimum risk management practices for AI that could have significant impacts when deployed, and must have a plan to discontinue use where those practices are not met. Where mitigation is not possible, agencies must cease using the AI.
From the source
“If proper risk mitigation is not possible, agencies must cease using the AI.”
M-25-21, Guidance on federal use of AI
What this connects to
1 relations. Official relations are the ones the source documents state; anything marked GAGE analysis is our reading, not an agency's.
Learn this properly
This page tells you what Minimum risk management practices for high impact AI is and whether it binds you. The AI Governance program teaches the whole discipline, with dedicated coverage of the Singapore governance stack and the MAS regime, and every topic is passed by explaining it back in your own words, graded against the source.
See the AI Governance programVerified against the official source on 2026-08-18. GAGE is not affiliated with or endorsed by any agency named here, and nothing on this page is legal advice. How this is built and checked.
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