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Multi-Framework
From Obligation to Evidence: A Methodology for Multi-Regulatory AI Governance
A single AI system rarely sits under a single rulebook. This paper sets out TRACE, a five-phase methodology for governing AI across overlapping frameworks, and a maturity model for locating where an organisation stands.
AI GovernanceRegulatory Technology
Representative or Minimal? Training Data Between the AI Act and the GDPR
Article 10 and the GDPR pull in opposite directions on training data. This paper maps the conflicts, including representativeness versus minimisation, and offers a practical framework.
AI Governance