Explore the capabilities and limitations of Large Language Models (LLMs) in cloud security operations through this comprehensive conference talk presented by two distinguished experts in artificial intelligence and security. Learn how to effectively implement GPT-4 and other LLMs for CloudTrail log analysis, understanding both their potential benefits and constraints. Gain deep insights into the inner workings of LLMs and discover cutting-edge techniques specifically tailored for CloudTrail analysis contexts. Benefit from the combined expertise of Rex Guo, a seasoned security professional with extensive experience in attack path analysis and threat detection, and Dr. Diane Lin, a pioneering researcher in Artificial General Intelligence with significant contributions to machine learning at organizations like Amazon Alexa and Google DeepMind.