Sources — Human-in-the-Loop
Primary institutional and technical references.
Standards and Technical Foundations
ISO/IEC 22989:2022 — Artificial intelligence — Concepts and terminology
ISO/IEC 23053:2022 — Framework for AI systems using machine learning
NIST AI Risk Management Framework (AI RMF 1.0)
Governance and Oversight
Regulation (EU) 2024/1689 — Artificial Intelligence Act
OECD Principles on Artificial Intelligence
UNESCO Recommendation on the Ethics of Artificial Intelligence
Human Oversight and System Control
NIST AI RMF Playbook