Architecting intelligent systems demands a deep grasp of both the theoretical foundations of AI and the applied challenges involved. This entails carefully determining appropriate algorithms, frameworks, and information to develop systems that can evolve from input and execute complex tasks. A key element of this process is ensuring the reliabilit