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