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

Mutation Without Variation: Convergence Dynamics in LLM-Driven Program Evolution arXiv:2606.05408v1 Announce Type: new Abstract: When an LLM repeatedly mutates a program, does it explore new forms or circle back to the same ones? We study this question by analyzing LLM-driven mutation chains in the absence of selection pressure within a domain-specific language, varying prompt design, model family, and stochastic replication. We find that LLM-based mutation consistently converges toward restric