Is Severity-probability of harm matrix legally binding?

Q: Is Severity-probability of harm matrix legally binding?

Severity-probability of harm matrix is guidance in Singapore. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it. Design framework in the Model Framework mapping severity of harm against probability of harm to guide the degree of human involvement: higher severity and probability combinations call for greater human involvement.

ConceptGuidance

Severity-probability of harm matrix

Is this legally binding?

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

Design framework in the Model Framework mapping severity of harm against probability of harm to guide the degree of human involvement: higher severity and probability combinations call for greater human involvement.

pdpc.gov.sgLevel of Human Involvement (Compendium Vol 2), p.4Show it on the map

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.

Operationalises1

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 Severity-probability of harm matrix 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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