AI Concepts
Model Collapse
Definition
A phenomenon where AI models trained on AI-generated data progressively lose quality and diversity over generations. As more AI-generated content fills the internet, this becomes a growing concern for training future models.
In Plain English
What happens when AI trains on other AI's homework. Like a game of telephone where the message gets worse each time, if AI models keep learning from each other's outputs instead of real human-written text, the quality gradually degrades.