Large language models (LLMs) trained to generate code can significantly improve the effectiveness of mutation operators in genetic programming (GP).
Using evolution through large models (ELM), researchers successfully generated hundreds of thousands of functional Python programs that produced working ambulating robots in the Sodarace domain.