Stop Shipping AI on Toy Datasets: How to Treat Synthetic Data as Infrastructure

The article argues that using "toy datasets" for AI testing breaks an unwritten contract, leading to deployment failures. It proposes treating synthetic data as robust infrastructure—standardized, versioned, and monitored—rather than mere glue code, exemplified by SyntheholDB.