Component: Determining the level of human involvement
Is this legally binding?
Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.
Conduct risk impact assessments to determine risk level; three broad categories of human involvement, human-in-the-loop, human-over-the-loop, human-out-of-the-loop, based on that risk.
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.
Maps across to2
- SectionArea 2: Determining the Level of Human Involvement in AI-augmented Decision-makingGuidanceGAGE analysis, not official
ASEAN Guide adapted MGF 2.0's human-involvement model incl. HITL/HOTL/HOOTL
- External frameworkClause 8: OperationStandardGAGE analysis, not official
Human involvement determination is exercised in AIMS operation
Learn this properly
This page tells you what Component: Determining the level of human involvement 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 2026-08-17. 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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