Vendor claims and dystopian headlines involving large language models have made it harder for many security professionals to evaluate AI capabilities in security products. How can security professionals with limited AI background evaluate features that include components of machine learning, neural networks, or LLMs? This session will enable non-data scientists and AI novices to better understand and interpret security product vendors statements involving machine learning and AI.