@article{knowledgeablelanguagemodelsasblackboxopt,
  title = {Knowledgeable Language Models as Black-Box Optimizers for Personalized Medicine},
  author = {Michael S. Yao and Osbert Bastani and Alma Andersson and Tommaso Biancalani and Aïcha Bentaieb and Claudia Iriondo},
  year = {2025},
  eprint = {2509.20975},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.20975},
}