Matrix spillover detection is a crucial in maintaining the integrity of large language models (LLMs). Novel developments in artificial intelligence have created unprecedented opportunities for efficiently identifying matrix spillover, a phenomenon where data within different layers of a model spillover algorithm transfers. AI-driven methods leverag