Matrix spillover detection represents a critical aspect in maintaining the integrity of large language models (LLMs). Emerging trends in artificial intelligence have paved the way for effectively detecting matrix spillover, a phenomenon where content across different matrices of a model transmits. AI-driven methods leverage computational power to a