Model collapse

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At a glance

Class

Notion

Domain

Science and technology

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What Wikipedia says

In artificial intelligence, model collapse, also known as "AI inbreeding", "AI cannibalism", "Habsburg AI", and "model autophagy disorder" or "MAD", is the degradation of machine learning models from uncurated synthetic data, or from training on the outputs of another model, such as a prior versions of itself.

Excerpt from the Wikipedia article “Model collapse”, under the CC BY-SA 4.0 license. Read the article on Wikipedia