Model Collapse

A phenomenon where AI models trained on data that was itself generated by AI begin to degrade in quality over successive generations. As the internet fills with AI-generated content, models trained on that content risk losing the diversity and richness of human-generated data, producing outputs that are blander, less accurate, or more homogeneous.