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Language models will exhaust useful human web text between 2026 and 2032, per Epoch AI. Recursive training on AI-generated data risks model collapse, a degenerative effect documented in Nature by Oxford, Cambridge, Imperial College London, University of Toronto, Vector Institute, and University of Edinburgh researchers.
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