Human Oversight across three AI frameworks

// theme · human-oversight

Human Oversight

Meaningful human control and ability to intervene or override.

// Do once → satisfies all three

ONE documented oversight protocol - named reviewers, intervention UI, stop-the-line, override audit log.

A real protocol with logs is the only way to evidence oversight; ticking 'human in the loop' on a deck satisfies none of the three.

ISO 42001

Annex A.9

NIST AI RMF

MAP 5.2 · MANAGE 2.3

EU AI Act

Art.14 · Art.26

// Evidence auditors expect

✓ Documented override / stop-the-line procedure
✓ Trained reviewer roster with sign-off authority
✓ UI evidence of meaningful intervention points (not rubber-stamp)
✓ Logs proving overrides were possible AND used

// Common pitfalls

⚠ 'Human in the loop' that only clicks Approve on 1000 items/day - automation bias = no oversight.
⚠ Overrides technically possible but operationally discouraged or unreviewed.
⚠ Reviewers not trained on the failure modes they're meant to catch.

ISO 42001

Annex A.9 requires responsible use including human oversight of the intended purpose.

Annex A.9.2

Processes for responsible use

Define processes for the responsible use of AI systems within the organisation.

Annex A.9.3

Objectives for responsible use

Set objectives for the responsible use of AI systems, aligned with the AI policy.

Annex A.9.4

Intended use of the AI system

Ensure AI systems are used for their intended purpose, with human oversight in place.

NIST AI RMF

MAP 5.2 designs the human–AI configuration; MEASURE 2.9 checks the system is interpretable enough to oversee; MANAGE 1.2 plans the response; MANAGE 2.3 ensures real override / disengage / deactivate controls exist.

MAP 5.2

Practices for human-AI configurations

Practices and personnel for human-AI configurations established.

MEASURE 2.9

Interpretability & explainability

AI system is examined for interpretability and explainability.

MANAGE 1.2

Treatment plans defined

Plans to mitigate or transfer AI risks are defined.

MANAGE 2.3

Override, disengage, deactivate mechanisms

Procedures to override, disengage or deactivate the AI when needed.