Researchers warn that increasing AI-generated content may lead to model collapse in AI systems.

Researchers have warned that AI systems could collapse into nonsense as the internet becomes increasingly filled with content generated by artificial intelligence. This "model collapse" occurs when AI models, trained on data created by other models, produce gibberish and nonsensical responses. The risk of model collapse increases as more AI-generated content is published, and the data used to train these systems becomes polluted, potentially hindering the progress of large language models.

July 24, 2024
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