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