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Requirement to manage training data, ensure data quality, document data provenance, and maintain appropriate data governance practices for AI systems.

What Counts

• Training data quality requirements
• Data provenance documentation
• Bias in training data assessment
• Data minimization for AI systems
• Copyright compliance for training data

What Does Not Count

• General data protection requirements without AI-specific provisions
• Data governance that applies only to personal data (not training data)
• Voluntary data management practices

Related Terms

• Training data
• Data quality
• Data provenance
• Data management

Implementing Regulations

Standards & Frameworks

Voluntary standards that address this obligation. Implementing these can help demonstrate compliance with the binding regulations above.