AlphaEvolve: A coding agent for scientific and algorithmic discovery

https://arxiv.org/abs/2506.13131

Evolutionary pipeline of LLMs editing whole code files with feedback from automated evaluators; provably correct improvements in math and computer science problems.

LLM-guided evolutionary program search