The U.S. Navy deployed AI-powered sonar to track submarines during the Rim of the Pacific exercise. This system automates the detection of quiet underwater threats. It reduces the cognitive load on sonar technicians. Practitioners in defense AI now have a concrete benchmark for real-world acoustic signal processing in contested maritime environments.