Conceptmodel collapse
Model Collapse
The phenomenon in which an AI model's distribution degenerates and diversity is lost because the model is repeatedly trained on output data it generated itself.
Timeline (last 90 days)
Oct 7
A related paper published in Nature in 2024 showed that repeatedly fine-tuning a model on its own outputs systematically causes the loss of tail information from the original data distribution.
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