Seonglae ChoGenetic-Pareto
Uses natural language feedback and traces instead of scalar rewards. Optimization based on evolutionary algorithms + linguistic reflection. Outperforms existing prompt optimizers such as MIPROv2 overall.
arxiv.org
https://arxiv.org/pdf/2507.19457