Write the principles into LLM contracts
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 include compliance terms in new LLM contracts and revise existing ones. OMB guidance was directed within 120 days of the order. National security systems are excluded.
What this connects to
2 relations. Official relations are the ones the source documents state; anything marked GAGE analysis is our reading, not an agency's.
Operationalises1
Applies to1
- InstrumentOMB M-25-22: Driving Efficient Acquisition of Artificial Intelligence in GovernmentBinding, sectoralGAGE analysis, not official
The Unbiased AI Principles are contract terms, so they land in the acquisition process M-25-22 governs
Learn this properly
This page tells you what Write the principles into LLM contracts 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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