Complex diseases are conditions, such as many cancers or neurodegenerative disorders, that involve multiple genes, pathways, and environmental factors rather than a single clear cause. They are often chronic, heterogeneous, and difficult to treat. Understanding this term matters because AI‑powered discovery tools may be particularly valuable in such diseases, where traditional one‑target‑one‑drug approaches have struggled to deliver effective therapies.