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