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AI model output quality decreases when trained with AI models (futurism.com)

submitted 1 year ago by shanghaibebop to c/technology

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"Our primary conclusion across all scenarios is that without enough fresh real data in each generation of an autophagous loop, future generative models are doomed to have their quality (precision) or diversity (recall) progressively decrease," they added. "We term this condition Model Autophagy Disorder (MAD)."

Interestingly, this might be a more challenging problem as we increase the use of generative AI models online.

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[–] argv_minus_one 46 points 1 year ago (19 children)

Note that humans do not exhibit this property when trained on other humans, so this would seem to prove that “AI” isn't actually intelligent.

[–] nrabulinski 53 points 1 year ago

Almost as if current models are fancy token predictors with no reasoning about the input

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