A new study proposes using large language models (LLMs) in a persona-grounded, open-ended simulation as discharge educators to better adapt to patients' literacy, recall, and personality needs, addressing limitations of current LLM evaluations that focus on static or artifact-generation tasks. This approach aims to improve patient understanding and adherence to discharge plans.