AI models collapse when trained on recursively generated data

Stable diffusion revolutionized image creation from descriptive text. GPT-2 (ref. 1), GPT-3(.5) (ref. 2) and GPT-4 (ref. 3) demonstrated high performance across a variety of language tasks. ChatGPT introduced such language models to the public. It is now clear that generative artificial intelligence...

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Bibliographic Details
Main Authors: Shumailov, I, Shumaylov, Z, Zhao, Y, Papernot, N, Anderson, R, Gal, Y
Format: Journal article
Language:English
Published: Nature Research 2024