Synthetic Data’s Next Phase Is Governance, Not Just Generation

Recent institutional and research reports show synthetic data moving from a narrow privacy workaround to a broader governance issue. The common thread is that utility, privacy, bias, misuse, and regulatory fragmentation now matter as much as generation quality.