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New research from Duke University indicates that AI models from various providers are becoming increasingly similar in their creative outputs over time, raising concerns about reduced diversity in AI-generated ideas.
This paper introduces a mathematical framework to study how reliance on shared LLMs for writing may reduce population-level linguistic diversity, analyzing fixed, recursive, and personalized interaction mechanisms and characterizing equilibria and convergence rates.