model collapse

Model collapse is when AI models trained on AI-generated content gradually degrade in quality. Tech and AI-research term. Not concerning, just industry vocabulary about a real problem. If your kid uses it constantly, ask them where they first heard it, not to police their speech but to understand which online community they are in. Most slang of this kind moves through TikTok and group chats, so seeing it in your child's vocabulary just means they are plugged into normal teen internet culture.

Model collapse is an AI research term for the degradation that occurs when generative models are repeatedly trained on outputs from previous generations of models. Use in AI research and tech writing. Formal equivalent: "recursive training degradation." Common non-native mistake: confusing with model failure or model deprecation. Model collapse specifically refers to gradual quality loss across training generations. Read or listen to the word in context several times before trying it yourself; the right register is harder to learn than the dictionary meaning.