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Dataset ownership
Assign accountable owners for material training, evaluation and fine-tuning datasets.
Advanced AI governance depends on knowing what data entered the system, where it came from, what restrictions apply and what evidence is retained.
Assign accountable owners for material training, evaluation and fine-tuning datasets.
Track sources, transformations, licensing or policy restrictions and lineage.
Apply differentiated handling, minimization and access controls where sensitivity is material.
Preserve records needed to support audits, investigations and model-change analysis.