Synthetic Data Needs an Evidence Contract
TL;DR for operators Synthetic data should have a defined job before anyone scales its production. For model training, the relevant test is whether generated examples add nonredundant learning signal and improve held-out performance without unacceptable regressions. For consumer research, the test changes: statistically diverse text is not enough if the business claim concerns what real customers believe. ...