Architecting intelligent systems requires a deep grasp of both the conceptual foundations of AI and the practical challenges involved. This implies carefully choosing appropriate algorithms, architectures, and datasets to build systems that can learn from information and perform complex tasks. A key element of this methodology is securing the stab