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