An operating system, or OS, manages computer hardware and provides core functionalities for running all types of applications, from file management to process scheduling, whereas a robot operating system, or ROS, is the specialized framework that sits on top of an OS. It offers tools and libraries specifically designed for developing and integrating robotic systems.