The Degenerative Loop: Mathematical Mechanics of Recursive Model Collapse
The Degenerative Loop: Mathematical Mechanics of Recursive Model Collapse on the Synthetic Web Abstract. As synthetic text proliferates across the open internet, generative artificial intelligence faces an architectural bottleneck: recursive model collapse. When frontier models are fine-tuned or pr…
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- 2026-10-21 06:28 · DEV Community — Machine Learning
The Degenerative Loop: Mathematical Mechanics of Recursive Model Collapse