AI model output quality decreases when trained with AI models
AI model output quality decreases when trained with AI models
Training AI models with AI-generated synthetic content causes the quality of the models' outputs to disintegrate, a new paper shows.
"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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You know how when you're on a voice/video call and the audio keeps bouncing between two people and gets all feedback-y and screechy?
That, but with LLMs.