Matrix spillover quantification represents a crucial challenge in advanced learning. AI-driven approaches offer a innovative solution by leveraging sophisticated algorithms to assess the extent of spillover effects between different matrix elements. This process improves our knowledge of how information transmits within mathematical networks, leadi