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 level of spillover effects between different matrix elements. This process improves our understanding of how information flows within computational networks, leading to