https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/
Here are some problems AlphaEvolve is intended for: Mathematical Research, Physical Science Research (e.g., optimizing material properties, improving astrophysical models), Life Science Research (e.g., optimizing molecular properties, discovering new algorithmic insights into biological processes), Cognitive Science and Neuroscience Research (e.g., modeling cognitive processes), System Optimization (e.g., optimizing computer systems performance, improving control of environmental conditions), Climate & Energy System Optimization (e.g. optimizing electricity grid, improving climate modeling), Logistics and Supply Chain Optimization (e.g. scheduling, resource allocation, networking), Engineering Design & Optimization (e.g., aerospace, mechanical, structural design based on simulation)
OpenEvolve – Open source implementation of AlphaEvolve