AI Governance Gets Runtime Controls as Synthetic Data Privacy Metrics Mature

OneTrust introduced new observability and enforcement features intended to move AI governance into continuous runtime control. Separately, an arXiv paper proposed a consensus framework for measuring privacy risk in synthetic data, centered on membership and attribute disclosure.