6. Robustness
Is this legally binding?
Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.
Resilience against attacks and manipulation attempts by malicious third parties, continuing to function without undesirable output despite unexpected input. One of the 11 internationally accepted AI governance principles assessed by the voluntary AI Verify testing framework.
From the source
“AI system should be resilient against attacks and attempts at manipulation by third party malicious actors, and can still function without producing undesirable output despite unexpected input”
What is AI Verify, 11 AI Governance Principles
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.
Cites1
- InstrumentAI Verify Testing Framework and ToolkitGuidance
One of the 11 AI governance principles of the AI Verify testing framework
Learn this properly
This page tells you what 6. Robustness 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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