Architecting intelligent systems demands a deep grasp of both the conceptual foundations of AI and the real-world challenges posed. This implies carefully selecting appropriate algorithms, architectures, and information to build systems that can learn from data and execute complex tasks. A key element of this process is securing the reliability an