Synthetic data in medical AI: trust, validation, and governance gaps

Synthetic data is gaining ground in medical AI, but concerns remain around clinical validity, bias amplification, and whether generated datasets can be trusted in healthcare settings. The core issue is governance: without strong validation and documentation, synthetic data can undermine confidence in downstream AI systems.