Architecting intelligent systems presents a challenging endeavor. It involves carefully weaving together complementary components, ranging from advanced algorithms to fault-tolerant hardware infrastructure. The core objective is to enable systems that can evolve from data, infer, and ultimately address complex problems in a relevant manner. A k