Matrix spillover quantification evaluates a crucial challenge in advanced learning. AI-driven approaches offer a promising solution by leveraging cutting-edge algorithms to assess the extent of spillover effects between separate matrix elements. This process enhances our understanding of how information flows within mathematical networks, leading t