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