Don't Make This Mistake: Painful Learnings of Applying AI in Security

Learn from real-world examples and live demonstrations that expose the limitations of Generative AI in identifying code vulnerabilities during this 49-minute LASCON conference talk. Explore the dangers of relying solely on AI as a comprehensive security solution, understanding the critical importance of recognizing both its capabilities and constraints. Discover the RAG (Retrieval-Augmented Generation) Framework as a more dependable approach to implementing AI in security practices, examining how this methodology enhances generative models through dynamic external knowledge retrieval. Gain practical insights into responsible AI deployment in security programs and develop essential skills for evaluating AI tools effectively.