Architecting intelligent systems presents a unique endeavor. It involves carefully weaving together complementary components, ranging from powerful algorithms to robust hardware infrastructure. The essential objective is to enable systems that can adapt from data, reason, and ultimately address complex problems in a relevant manner. A key aspec