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 content across different layers of a model leaks. AI-driven algorithms leverage advanced capabilities to analyze the