ISO/IEC DTS 6254

Information technology — Artificial intelligence — Objectives and approaches for explainability and interpretability of ML models and AI systems

Scope

This document describes approaches and methods that can be used to achieve explainabilityobjectives of stakeholders with regards to ML models and AI systems‘ behaviours, outputs, andresults. Stakeholders include but are not limited to, academia, industry, policy makers, and endusers. It provides guidance concerning the applicability of the described approaches and methodsto the identified objectives throughout the AI system’s life cycle, as defined in ISO/IEC 22989.