AI is changing vulnerability discovery at a pace the cybersecurity industry has never experienced before. In this Cyber Risk Series keynote, Ashish Rajan explores the implications of frontier AI models like Claude Mythos and GPT-5.5 Cyber, examining how they are accelerating vulnerability discovery, exploit development, and offensive security capabilities. Drawing on research from Project Glasswing, Mozilla's experience with AI-assisted vulnerability discovery, and emerging industry trends, Ashish explains why the future challenge is no longer finding vulnerabilities—it's operationalizing remediation at machine speed. The session covers AI-powered vulnerability research, security harnesses, vulnerability prioritization, exploit timelines, open-source AI capabilities, and practical steps organizations can take today to improve visibility, detection, and remediation. Learn how security teams can prepare for a future where AI finds the bug first and attackers move from disclosure to exploitation in hours instead of weeks. Learn more about Mythos: https://www.qualys.com/mythos/ Join the next Cyber Risk Series: https://qualys.brighttalk.com Start your free Qualys trial: https://www.qualys.com/free-trial/ Learn more about Enterprise TruRisk Management: https://www.qualys.com/etm #CyberSecurity #AISecurity #VulnerabilityManagement

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