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ISO/IEC TS 6254:2025

Information technology — Artificial intelligence — Objectives and approaches for explainability and interpretability of machine learning (ML) models and artificial intelligence (AI) systems

Sep 5, 2025

General information

60.60     Sep 5, 2025

ISO/IEC

ISO/IEC JTC 1/SC 42

Technical Specification

35.020  

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Scope

This document describes approaches and methods that can be used to achieve explainability objectives of stakeholders with regard to machine learning (ML) models and artificial intelligence (AI) systems’ behaviours, outputs and results. Stakeholders include but are not limited to, academia, industry, policy makers and end users. It provides guidance concerning the applicability of the described approaches and methods to the identified objectives throughout the AI system’s life cycle, as defined in ISO/IEC 22989.

Life cycle

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PUBLISHED
ISO/IEC TS 6254:2025
60.60 Standard published
Sep 5, 2025