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