Privacy Risks Get Sharper as AWS Ships a Synthetic Data Option

Stanford HAI published a policy brief arguing that foundation models create novel privacy risks that existing protections may not fully address. AWS, meanwhile, launched synthetic dataset generation in AWS Clean Rooms, signaling that privacy-preserving data preparation is becoming a built-in cloud capability for ML teams.