Principle 2: Fairness and Equity
Is this legally binding?
Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.
AI systems should not produce unfair bias or discrimination; organisations should assess and mitigate bias across the AI lifecycle.
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.
Maps across to1
- External frameworkFunction: MEASUREGuidanceGAGE analysis, not official
Fairness assessment is a MEASURE concern
Learn this properly
This page tells you what Principle 2: Fairness and Equity 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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