Matrix spillover quantification evaluates a crucial challenge in complex learning. AI-driven approaches offer a promising solution by leveraging powerful algorithms to assess the extent of spillover effects between distinct matrix elements. This process boosts our understanding of how information propagates within mathematical networks, leading to