Matrix spillover detection plays a vital role in safeguarding spillover matrix flow cytometry the integrity of large language models (LLMs). Recent advancements in artificial intelligence have opened new avenues for effectively detecting matrix spillover, a phenomenon where information from one different layers of a model leaks. AI-driven methods l