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ISO/IEC FDIS DTS 6254:2025

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

This document describes approaches and methods that can be used to achieve explainability
objectives of stakeholders with regards to ML models and 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.

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International Organization for Standardization [iso]

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