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