Architecting intelligent systems necessitates a deep understanding of both the theoretical foundations of AI and the applied challenges posed. This entails carefully selecting appropriate algorithms, frameworks, and training to develop systems that can adapt from input and perform complex tasks. A key aspect of this process is ensuring the robustn