The rise of Boundary AI signifies a profound shift away from centralized computation models. Instead of relying solely on distant cloud servers, Edge AI brings smarts closer to the source of data – whether that's a monitoring camera, a factory robot, or a autonomous vehicle. This decentralized approach minimizes delay, enhances privacy, and reduc