Matrix spillover quantification measures a crucial challenge in advanced learning. AI-driven approaches offer a innovative solution by leveraging powerful algorithms to assess the level of spillover effects between distinct matrix elements. This process improves our understanding of how information transmits within mathematical networks, leading to