Model collapse — Model collapse is the decline in quality that can happen when AI models are trained repeatedly on content produced by other AI models. Rare information fades and errors build up over generations. As more online content is AI-generated, the risk grows. Fresh, human-created data helps prevent it.

Added October 21, 2026