Columbia University’s STAR AI system detected 44 sperm cells in male infertility samples previously deemed sterile by manual embryologist review. By adapting astrophysics star-detection algorithms, the system processed millions of images to identify rare viable sperm, leading to successful fertilization and a pregnancy. This technology promises to enhance fertility diagnostics by overcoming human limitations in cell detection amid complex, noisy samples.