Northwestern University biophysicists developed a generative AI model, TWAVE, to decipher gene sets underlying polygenic diseases like diabetes and cancer. By integrating limited gene expression data, this tool identifies gene combinations contributing to disease phenotypes, surpassing previous single-gene analyses. This advance may accelerate understanding and treatment of complex disorders.