The Red Queen Gödel Machine: Co-Evolving Agents and Their Evaluators Paper • 2606.26294 • Published Jun 29 • 2
Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution Paper • 2608.07645 • Published Aug 7 • 27
Self-Improving Language Models with Bidirectional Evolutionary Search Paper • 2605.28814 • Published May 27 • 63
Understanding the Challenges in Iterative Generative Optimization with LLMs Paper • 2603.23994 • Published Mar 25 • 28
What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search Paper • 2604.19440 • Published Apr 21 • 5