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