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In this episode, Darius Houle joins the conversation to explore the real-world limitations of AI in problem-solving and why context matters more than most people realize. The discussion covers how AI systems struggle with nuanced tasks, why developers must understand the boundaries of these tools, and how clearer prompts can dramatically improve outcomes. Darius shares insights from his experience in application security, tool building, and community leadership. The conversation also highlights the growing role of AI in cybersecurity testing and the responsibility developers have when integrating AI into their workflows. ========================= Connect with Darius Houle LinkedIn: / dariushoule Trail of Bits Skills Marketplace: https://github.com/trailofbits/skills ========================= Connect with your host, Phillip Wylie: LinkedIn: / phillipwylie X: https://x.com/PhillipWylie Instagram: / phillipwylie 00:00 Introduction to Darius Houle and Trillobits 03:18 Darius Houle’s Origin Story in Cybersecurity 05:41 The Importance of Foundational Knowledge in AppSec 08:33 The Role of AI in Cybersecurity 10:52 AI Tools and Their Impact on Security Testing 13:36 Getting Started with AI in Cybersecurity 16:30 Building Tools in the Security Community 18:55 Darius’s Recent Talk at DistrictCon 21:25 Vulnerabilities in the Electron Framework 23:57 Highlights from DistrictCon 26:28 Conclusion and Resources 28:54 Simply Offensive Outro