Matrix spillover quantification evaluates a crucial challenge in advanced learning. AI-driven approaches offer a novel solution by leveraging powerful algorithms to assess the magnitude of spillover effects between distinct matrix elements. This process improves our understanding of how information propagates within mathematical networks, leading t