Frontier LLMs are effective batch optimizers: Assessing reasoning models in continuous and discrete settings

Frank Hu, Shriram Chennakesavalu, David Graff

Frontier large language models (LLMs) have become attractive priors for optimization due to their large-scale pretraining that enables them to navigate a variety of optimization se…