Nature, Published online: 19 August 2026; doi:10.1038/s41586-026-10687-1 The Review examines rapid LLM adoption in clinical care, outlining emerging security and safety risks across development stages, key protective layers, clinically relevant threats and current mitigation responsibilities in a single integrated framework.