July 1, 2025. The European AI regulation defines quality requirements for AI training data that cover aspects such as relevance, accuracy and completeness. The German Federal Office for Information Security (BSI) has now published a catalog for the quality assurance of training data in AI applications. The aim of the Qualitycriteria for AI Trainingdata in AI Lifecycle (QUAIDAL) document series is to systematically translate these abstract quality requirements into concrete building blocks, measures and metrics & methods. This structured approach supports targeted compliance with regulatory requirements and increases their technical traceability in the development process of AI systems.
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