Synthetic data needs clearer rules on transparency and privacy

Two signals defined today’s synthetic data coverage: researchers are calling for clearer standards on transparency, accountability, and fairness, while vendors continue to frame synthetic data as a practical privacy-preserving alternative to raw personal data. Together, they show a market moving from broad promise to scrutiny over governance, documentation, and operational controls.