Synthetic data’s promise is running into validation and privacy checks

Synthetic data is drawing more scrutiny as organizations try to use it to reduce privacy exposure in AI systems. The latest signals from healthcare, policy, and privacy enforcement all point to the same constraint: teams now need to prove generated or derived data is valid, governed, and legally defensible.