Synthetic vs. real training data

Synthetic data is controllable and unlimited but inherits the biases and blind spots of the model that generated it, and can degrade models trained on it. Real, licensed data grounds a model in genuine conditions — real accents, real crosstalk, real motion. Most serious pipelines use both; the scarce and defensible input is real, rights-cleared material.