Model Collapse

A degradation in AI model quality that occurs when models are trained on AI-generated content rather than human-created content. As the web fills with AI-generated text, future models produce increasingly homogeneous outputs. Relevant to black hat GEO because mass-producing AI content for context flooding may contribute to long-term AI degradation.