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Governing the Synthetic Data Revolution: From Privacy to Trustworthy AI

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Synthetic data is transforming how organizations scale AI while navigating strict privacy and regulatory constraints. This session explores how to govern synthetic data responsibly—addressing risks like bias, re-identification, and model performance gaps while still unlocking innovation. Through practical examples using SAS Data Maker and SAS Viya, you’ll see how to build a governed pipeline that integrates privacy controls, bias detection, lineage tracking, and model validation. The session provides a hands-on framework for turning synthetic data from a compliance risk into a trusted foundation for AI.
 
Presenter: Vrushali Sawant, SAS

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