Architecting intelligent systems demands a deep grasp of both the theoretical foundations of AI and the practical challenges presented. This implies carefully choosing appropriate algorithms, structures, and training to build systems that can learn from input and accomplish complex tasks. A key element of this methodology is ensuring the reliabili