model collapse

Definition of model collapse

1. : a gradual loss of quality and diversity that happens when models are trained on content produced by earlier models, so errors and blandness compound over generations

   • If the web fills up with AI text, future models risk model collapse.
   • Model collapse shows up first as a loss of rare, unusual examples.