Matrix spillover detection plays spillover matrix flow cytometry a vital role in ensuring the integrity of large language models (LLMs). Novel developments in artificial intelligence have created unprecedented opportunities for efficiently identifying matrix spillover, a phenomenon where information from one different sections of a model transfers.