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2 docs tagged with "compliance"

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Compliance Monitoring Systems

Regulatory change detection, gap analysis automation, policy compliance checking, and building AI systems that track regulatory requirements across jurisdictions.

Traceprop: End-to-End Provenance-Guided Data Attribution for Auditable ML

The first unified system connecting raw source files through preprocessing and training to individual predictions, with gradient-based attribution and provenance-guided machine unlearning. Sub-1% lineage overhead, 266x faster than TRAK on CPU, exceeds retrain-from-scratch unlearning gold standard.