Function: MEASURE
Is this legally binding?
Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.
Analytical function: assessing, analysing, benchmarking and tracking AI risks and trustworthy characteristics with metrics and evaluation.
What this connects to
18 relations. Official relations are the ones the source documents state; anything marked GAGE analysis is our reading, not an agency's.
Cited by1
- External frameworkNote: NIST AI 600-1 Generative AI Profile (July 2024)Guidance
GenAI Profile maps suggested actions to MEASURE subcategories
Mapped across from17
- SectionArea 3: Operations ManagementGuidanceGAGE analysis, not official
Operations management includes measurement and tracking of AI performance
- InstrumentMindForge AI Risk Management Toolkit (Project MindForge phase 2)GuidanceGAGE analysis, not official
The MAS AI Risk Management Toolkit operationalises MEASURE-style evaluation for FIs
- InstrumentAI Verify Testing Framework and ToolkitGuidanceGAGE analysis, not official
AI Verify's technical tests operationalise the MEASURE function
- SectionFocus area 5: Testing and AssuranceGuidanceGAGE analysis, not official
Testing and assurance corresponds to the MEASURE function
- External frameworkArticle 12: Record-keepingBindingGAGE analysis, not official
Logging enables MEASURE evidence and tracking
- External frameworkArticle 72: Post-market monitoringBindingGAGE analysis, not official
Post-market monitoring is continuous MEASURE activity
- External frameworkClause 9: Performance evaluationStandardGAGE analysis, not official
AIMS performance evaluation corresponds to MEASURE
- ObligationRelease AI systems responsiblyGuidanceGAGE analysis, not official
Pre-release benchmarking and red-teaming are MEASURE activities
- ObligationMonitor AI system outputs and behaviourGuidanceGAGE analysis, not official
Output and behaviour monitoring is MEASURE practice
- SectionPrinciple 2: Fairness and EquityGuidanceGAGE analysis, not official
Fairness assessment is a MEASURE concern
- SectionPrinciple 7: Robustness and ReliabilityGuidanceGAGE analysis, not official
Robustness testing is a MEASURE activity
- InstrumentModel AI Governance Framework for Generative AI (2024)GuidanceGAGE analysis, not official
GenAI MGF testing and assurance dimension corresponds to MEASURE
- InstrumentImplementation and Self-Assessment Guide for Organisations (ISAGO), 2020GuidanceGAGE analysis, not official
ISAGO self-assessment is a MEASURE-style evaluation of governance maturity
- SectionStage 3: DeploymentGuidanceGAGE analysis, not official
Deployment red-teaming and benchmarking are MEASURE activities
- SectionStage 4: Operations and MaintenanceGuidanceGAGE analysis, not official
Operations-stage monitoring is continuous MEASURE
- SectionAgentic controls: Operations and MaintenanceGuidanceGAGE analysis, not official
Agent behaviour monitoring is MEASURE for agentic systems
- ObligationMonitor AI system inputsGuidanceGAGE analysis, not official
Input logging supports MEASURE evidence collection
Learn this properly
This page tells you what Function: MEASURE 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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