Is Human-out-of-the-loop legally binding?

Q: Is Human-out-of-the-loop legally binding?

Human-out-of-the-loop is guidance in Singapore. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it. Human involvement model in which AI makes the final decision without human involvement, e.g. recommendation engines; suitable where severity of harm is low.

ConceptGuidance

Human-out-of-the-loop

Is this legally binding?

Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.

Human involvement model in which AI makes the final decision without human involvement, e.g. recommendation engines; suitable where severity of harm is low.

From the source
“Human-out-of-the-loop: AI makes the final decision without human involvement, e.g. recommendation engines.”
Level of Human Involvement (Compendium Vol 2), p.4

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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.

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SectionArea 2: Determining the Level of Human Involvement in AI-augmented Decision-makingGuidance

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ObligationDetermine the appropriate degree of human involvementGuidance
Design framework options for determining human involvement

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This page tells you what Human-out-of-the-loop 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.

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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.

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