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