Synthetic data in healthcare, privacy probes, and ad-tech spillover

Three stories this week converged on the same issue: weak controls around training data, synthetic data validation, and downstream sharing are creating new trust and compliance risks. In healthcare and AI, the operational burden is shifting from experimentation to proving that data use is lawful, clinically sound, and tightly governed.