#Hyperparameter Optimization

LLMs vs. Classical HPO: Where AI Agents Fall Short — and How a Hybrid Wins

A benchmark study pitting LLM agents against CMA-ES and TPE on hyperparameter tuning finds classical methods still lead — but a hybrid approach called Centaur closes the gap with a surprisingly small model.