How we made Trail of Bits AI-Native (so far) | Trail of Bits

[2026 - DAY 3 - AI SECURITY & SAFETY] Giving employees AI tools doesn't make a company AI native. Trail of Bits founder and CEO Dan Guido explains the difference — and the operating system his 150-person security firm built to actually get there. Dan covers the psychological biases that make experts resist AI, the system Trail of Bits built to overcome them, and the results: a jump from 15 to 200 bugs found per week on some engagements. He also gets into what AI-discoverable vulnerabilities mean for security as an industry, and why the real bottleneck has shifted from finding bugs to judging which ones actually matter. SPEAKER: Dan Guido - Co-founder & CEO, Trail of Bits 👉 Sign up for our "No BS" Newsletter to get the latest technical data & AI content: https://aicouncil.com/newsletter ABOUT AI COUNCIL: AI Council brings together the brightest minds in data to share industry knowledge, technical architectures and best practices in building cutting edge data & AI systems and tools. FIND US: Website: https://aicouncil.com/ LinkedIn: https://www.linkedin.com/company/aicouncilconf/ X: https://x.com/aicouncilconf