Matrix spillover quantification evaluates a crucial challenge in advanced learning. AI-driven approaches offer a novel solution by leveraging powerful algorithms to analyze the extent of spillover effects between separate matrix elements. This process improves our insights of how information propagates within mathematical networks, leading to more