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Architecting intelligent systems presents a challenging endeavor. It involves meticulously weaving together interconnected components, ranging from advanced algorithms to reliable hardware infrastructure. The essential objective is to empower systems that can adapt from data, infer, and ultimately tackle complex tasks in a meaningful manner. A