Model collapse

Model collapse

A degradation in AI model quality that can occur when models are repeatedly trained on data generated by earlier AI models rather than genuine human-created content, causing errors and quirks to compound across generations. As AI-generated content spreads across the internet, model collapse is a growing concern for the long-term quality of training data available for future models. (See also: Training data, Synthetic data)