Matrix spillover detection plays a vital role in maintaining the integrity of large language models (LLMs). Recent advancements in artificial intelligence have created unprecedented opportunities for precisely pinpointing matrix spillover, a phenomenon where content across different sections of a model transfers. AI-driven approaches leverage sophi