AI and urban design for health: Are large language models ethical advisers?

Large language models (LLMs) are increasingly being used to generate text-based advice across urban design, planning and public health. In urban design, they can recommend changes to transportation infrastructure, land use, walkability, pedestrian environments and green spaces to support health.