Generalizable AI predicts immunotherapy outcomes across cancers and treatments

Wanxiang Shen / nature - Nature Medicine, Published online: 03 July 2026; doi:10.1038/s41591-026-04502-7COMPASS is a pan-cancer foundation model that predicts immunotherapy response, across cancer types and treatments, from bulk tumor transcriptomes.

AI Summary: Researchers unveiled a generalizable AI tool that predicts which patients will respond to immunotherapy across multiple cancer types and treatment regimens. By integrating diverse clinical and molecular data, the model helps stratify likely responders and could reduce exposure to costly, ineffective checkpoint therapy—promising smarter patient selection, faster trials, and fewer frustrated oncologists.