Matrix spillover detection is a crucial in safeguarding the integrity of large language models (LLMs). Emerging trends in artificial intelligence have opened new avenues for precisely pinpointing matrix spillover, a phenomenon where data within different matrices of a model leaks. AI-driven approaches leverage computational power to evaluate the as