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AI model degradation from synthetic training data

DataModelsRisk
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Updated 2 May 2025

Definition

The idea that AI models trained on data generated by other models may gradually degrade in quality, novelty, or accuracy. A GPT-6 model trained mostly on synthetic content from GPT-4 may lose grounding in real human expression.