Area 2: Determining the Level of Human Involvement in AI-augmented Decision-making
Is this legally binding?
Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.
Second area: organisations should decide the appropriate degree of human involvement in AI-augmented decision-making, based on the probability and severity of harm to individuals, applying a design framework of human-in-the-loop, human-over-the-loop or human-out-of-the-loop.
What this connects to
15 relations. Official relations are the ones the source documents state; anything marked GAGE analysis is our reading, not an agency's.
Part of2
- InstrumentModel AI Governance Framework, 2nd Edition (2020)Guidance
- SectionGuiding principles of the Model FrameworkGuidanceGAGE analysis, not official
Each area translates the two guiding principles into practice
Contains2
Operationalised by4
Cited by1
- SectionDimension 2: Make humans meaningfully accountableGuidanceGAGE analysis, not official
Adapts MGF's human-in-the-loop design framework for agents, addressing automation bias
Maps across to4
- External frameworkClause 8: OperationStandardGAGE analysis, not official
Determining human involvement is operationalised through AIMS operational controls
- External frameworkFunction: MAPGuidanceGAGE analysis, not official
Risk-based human involvement decisions presuppose MAP context and risk identification
- External frameworkArticle 14: Human oversightBindingGAGE analysis, not official
Human-in/over/out-of-the-loop model anticipates Article 14 human oversight
- External frameworkFunction: GOVERNGuidanceGAGE analysis, not official
Assigning human oversight roles is a GOVERN accountability outcome
Mapped across from2
- SectionISAGO Section 3: Human involvement in AI-augmented decision-makingGuidance
ISAGO section mirrors the corresponding Model Framework area
- SectionComponent: Determining the level of human involvementGuidanceGAGE analysis, not official
ASEAN Guide adapted MGF 2.0's human-involvement model incl. HITL/HOTL/HOOTL
Verified 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.