Architecting intelligent systems necessitates a deep understanding of both the theoretical foundations of AI and the applied challenges involved. This implies carefully choosing appropriate algorithms, architectures, and information to build systems that can evolve from input and perform complex tasks. A key aspect of this process is securing the