The rise of Boundary AI signifies a profound shift away from centralized computation models. Instead of relying solely on distant cloud servers, Perimeter AI brings cognition closer to the point of data – whether that's a monitoring camera, a factory robot, or a self-driving vehicle. This decentralized strategy minimizes delay, enhances privacy,