Beyond Real Data: Synthetic Data through the Lens of Regularization

Beyond Real Data: Synthetic Data through the Lens of Regularization Synthetic data can improve generalization when real data is scarce, but excessive reliance may introduce distributional mismatches that degrade performance. Policy stories matter because compliance friction can slow adoption even when model quality keeps improving.