Matrix spillover detection represents a critical aspect in safeguarding the integrity of large language models (LLMs). Recent advancements in artificial intelligence have created unprecedented opportunities for efficiently identifying matrix spillover, a phenomenon where information from one different sections of a model transfers. AI-driven algori