XBOW Wonlae Lee General Manager

The latest AI model, Mythos Preview, demonstrates significant improvements over previous models in source code?based vulnerability detection and reverse engineering. However, it still has limitations when it comes to verifying whether vulnerabilities are actually exploitable in real-world production environments. Many security issues arise not only from the code itself, but also from system configurations, deployment environments, and the behavior of live services. For security professionals, AI-powered code analysis alone is not enough. It should be complemented by live-site penetration testing, which validates and reproduces vulnerabilities in actual production environments. AI is highly effective at identifying potential vulnerabilities, but determining their real-world impact and prioritizing remediation requires validation in operational environments and automated verification workflows. This session explores why combining source code analysis with real-world exploitation validation provides the most effective approach to modern cybersecurity from the perspective of security practitioners.