AINeutralarXiv – CS AI · 10h ago7/10
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Drift and selection in LLM text ecosystems
Researchers develop a mathematical framework showing how AI-generated text recursively shapes training corpora through drift and selection mechanisms. The study demonstrates that unfiltered reuse of generated content degrades linguistic diversity, while selective publication based on quality metrics can preserve structural complexity in training data.