Human oversight: AI obligations

Practical requirements extracted from policy instruments, with the source article, the actors they bind, evidence examples and original framework mappings. Legal requirements are marked; everything else is voluntary guidance.

jurisdiction: singapore × category: human_oversight ×

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Voluntary guidance human oversight Singapore

Determine the appropriate level of human involvement in AI decisions

Singapore Model AI Governance Framework · Second edition, Part on human involvement in AI-augmented decision-making

Using a risk-impact matrix (probability and severity of harm), organisations choose human-in-the-loop, human-over-the-loop or human-out-of-the-loop designs and document the rationale.

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