Architecting intelligent systems demands a deep grasp of both the theoretical foundations of AI and the practical challenges involved. This entails carefully selecting appropriate algorithms, structures, and datasets to build systems that can adapt from data and execute complex tasks. A key element of this process is ensuring the robustness and tr