Matrix spillover detection represents a critical aspect in safeguarding the integrity of large language models (LLMs). Emerging trends in artificial intelligence have created unprecedented opportunities for precisely pinpointing matrix spillover, a phenomenon where content across different sections of a model transmits. AI-driven methods leverage s