Uploaded May 2026 | Updated September 2026, 1 hour ago
By interacting with real software, AI learns to find, exploit, and patch vulnerabilities through practice.
But AI can’t do it alone. True security still relies on human expertise to build the advanced frameworks and reward structures that teach models how to solve real-world problems.
Our Chief AI and Science Officer, David Brumley, shares more.
By interacting with real software, AI learns to find, exploit, and patch vulnerabilities through practice.
But AI can’t do it alone. True security still relies on human expertise to build the advanced frameworks and reward structures that teach models how to solve real-world problems.
Our Chief AI and Science Officer, David Brumley, shares more.










