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 source of data – whether that's a security camera, a factory robot, or a autonomous vehicle. This decentralized strategy minimizes latency, enhances privacy, a