Mutation Without Variation: Convergence Dynamics in LLM-Driven Program Evolution

In three linesarXiv study on LLM-driven program mutation: mutation chains converge rapidly toward restricted regions of program space. 87% of chains revisit 93% of previously seen structural forms. Phenomenon is robust across models and prompts, revealing systematic bias toward structural homogeneity incompatible with open-ended exploration.

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