Technical Specification
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
Reference number
ISO/IEC TS 6254:2025
Edition 1
2025-09
© ISO 2026
Technical Specification
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Published (Edition 1, 2025)

ISO/IEC TS 6254:2025

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Abstract

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.

General information

  • Status
     : Published
    Publication date
     : 2025-09
    Stage
    : International Standard published [60.60]
  • Edition
     : 1
    Number of pages
     : 69
  • Technical Committee :
    ISO/IEC JTC 1/SC 42
    ICS :
    35.020 
  • RSS updates

Life cycle

Sustainable Development Goals

This standard contributes to the following Sustainable Development Goals

4
Quality Education
5
Gender Equality
8
Decent Work and Economic Growth
9
Industry, Innovation and Infrastructure
10
Reduced Inequalities
12
Responsible Consumption and Production
16
Peace, Justice and Strong Institutions

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