Human Oversight Protocol

Data artifactGovernance & ComplianceSafety, Security & Governancearc:HumanOversightProtocol

A documented specification of mandatory human review decision points, override-trigger factors, documentation requirements for approvals and overrides, escalation paths, and oversight performance metrics.

Responsibility. Specifies when and how humans must intervene in an automated system.

Also known as: Oversight implementation guidance, Human oversight measures documentation

Direct neighbourhood (hover for relationship types)

Relationships

configures structural

Approval Gateway Ch10.5

constrains control

Design guidance

SHOULD be developed collaboratively by technical teams, domain experts and front-line operators.
MUST be documented by providers of high-risk AI systems, and deployers must assign trained personnel with genuine authority and resources.

Classification

Patterns: Meaningful human oversight
Quality attributes: Transparency and accountability (NIST AI RMF: accountable and transparent)
Risks mitigated: Symbolic rather than substantive oversightUncritical acceptance or abandonment of AI tools (e.g., EPV-R)
Frameworks & regulations: EU AI Act Art. 14

Sources

Ch10.5: T. Nguyen, "Human-over-the-Loop," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.5. ISBN: 9798244538229.