Machine Learning

Synthetic Data Is Eating AI Training

The internet's supply of high-quality human-generated text is approaching exhaustion. Synthetic data—AI-generated training corpora—is filling the gap, but introduces new failure modes practitioners must understand, including model collapse and quality drift.