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

Can Gurkan, Forrest Stonedahl, Uri Wilensky

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 o…