Columbia University's STAR (Sperm Tracking and Recovery) AI system identified 44 sperm cells in samples previously deemed 'sterile' by manual technicians, leading to a successful pregnancy. This technology applies astrophysics-inspired algorithms to improve sperm detection reliability, overcoming limitations of human fatigue and error. STAR's performance introduces a new frontier in male infertility diagnostics and assisted reproductive technologies.