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PAS

Einführungsbeitrag

This document defines methods and metrics that allow to measure the degradations in performance and health of AI-based systems and to detect their operational anomalies, including guidance regarding the following topics: - applicability of the method or metric for a given AI component of a system; - suitability of the method or metric given a type of expected degradation; - reference implementations of the methods and metrics for the exemplary use cases; - factual background information on statistical measures and their characteristics. Cyber security-related monitoring is excluded from the scope of this specification and left for future work. This document is intended for "AI developers", "AI testers", and "AI auditors".

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