ISO/IEC 24029-1:2021 / 24029-2:2023 — Assessment of the robustness of neural networks
STANDARD
AI GOVERNANCE
Standards establishing formal and empirical methodologies to assess the robustness of deep neural networks against perturbations.
STANDARD
AI GOVERNANCE
ISO/IEC 22989:2022 — Artificial intelligence concepts and terminology
An international standard establishing foundational terminology and core conceptual models across artificial intelligence systems and applications.
BUSINESS RELEVANCE
A standardized vocabulary reduces ambiguity across multidisciplinary teams, contracts, regulatory submissions, and governance frameworks when defining AI capabilities and responsibilities.
IMPLEMENTATION EXAMPLE
An enterprise aligns its AI policy, compliance documentation, and model inventory with ISO/IEC 22989 terms to ensure shared definitions between legal, data science, and engineering teams.
LIMITATIONS
Establishing standardized definitions does not prescribe operational controls, compliance mechanisms, or system architecture guarantees.
TECHNICAL EXPLANATION
The standard provides foundational taxonomy and definitions covering AI systems, machine learning lifecycles, data processing, neural networks, autonomy, and trustworthy characteristics. It establishes a formal conceptual framework that connects technical system components with governance, risk, and human oversight.
Secondary Topics
Intelligent Automation, Systems Architecture
Sources
ISO — ISO/IEC 22989:2022 — https://www.iso.org/standard/74296.html
Related terms
ISO/IEC 22989:2022 — AI Concepts and Terminology
STANDARD
AI GOVERNANCE
A global benchmark establishing standardized terminology and core definitions for artificial intelligence disciplines.
ISO/IEC 8183:2023 — Information technology — Artificial intelligence — Data life cycle framework
STANDARD
AI GOVERNANCE
An international standard establishing a structured data life cycle framework specifically for artificial intelligence systems.
ISO/IEC 23053:2022 — Framework for Artificial Intelligence (AI) Systems Using Machine Learning (ML)
STANDARD
AI GOVERNANCE
An international framework defining the components, workflows, and lifecycle of machine learning-based AI systems.
ISO 31000:2018 — Risk Management Guidelines
STANDARD
AI GOVERNANCE
An international standard offering principles, a structured framework, and processes for enterprise risk management.