The rise of Boundary AI signifies a profound shift away from centralized analysis models. Instead of relying solely on distant cloud servers, Edge AI brings smarts closer to the origin of data – whether that's a security camera, a industrial robot, or a autonomous vehicle. This decentralized approach minimizes lag, enhances privacy, and reduces d