Model Collapse

A phenomenon where AI models trained on data generated by other AI models progressively degrade in quality and diversity. As synthetic content proliferates online, model collapse poses a growing risk for future model training. Researchers are developing data provenance systems to distinguish human-generated from AI-generated training data.