Architecting intelligent systems requires a deep grasp of both the theoretical foundations of AI and the practical challenges presented. This implies carefully selecting appropriate algorithms, structures, and information to develop systems that can learn from information and execute complex tasks. A key element of this methodology is guaranteeing