Matrix spillover detection is a crucial in ensuring the integrity of large language models (LLMs). Emerging trends in artificial intelligence have paved the way for precisely pinpointing matrix spillover, a phenomenon where content across different layers of a model transfers. AI-driven approaches leverage advanced capabilities to scrutinize the as