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