ISO/IEC AWI TS 25223

Information technology — Artificial intelligence — Guidance and requirements for uncertainty quantification in AI systems

Scope

This document specifies general and technical guidance and requirements for the development and use of methods for the quantification of uncertainties in AI systems.

This document defines fundamental terminology for uncertainty quantification in AI systems along with the characteristics of selected approaches to uncertainty quantification. The characteristics and approaches are then described through selected applications.

This document describes aspects of quantification of uncertainties for all stages of the AI system life cycle.