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  5. Model Collapse
AI Slang & Cultureaka AI Inbreeding

Model Collapse

Model collapse is the degradation that happens when a generative model is trained repeatedly on data produced by earlier AI models instead of on real, human-generated data.

Ask Melo about this← all terms

Each generation smooths over rare patterns and outliers in favor of the statistical average, so diversity and accuracy erode over successive training rounds. As AI-generated content spreads across the web, it becomes harder for future models to train on data that wasn't itself touched by a model, which is the practical worry behind the term.

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