AI is transforming cybersecurity by uncovering security flaws that have remained undetected for years. But identifying a vulnerability is only the beginning. The real challenge is determining its impact, developing a safe patch, and deploying it without disrupting critical business applications.

In this episode of TeqTalk, Jas Kaur explores how AI-assisted vulnerability detection is changing enterprise cybersecurity, drawing on Anthropic’s Project Glasswing, open-source security incidents, and the growing complexity of software dependencies.

The discussion examines Software Bills of Materials (SBOMs), reachability analysis, vulnerability remediation, backporting, and secure patch deployment, revealing why the future of cybersecurity depends not just on finding weaknesses, but on fixing them safely at scale.