AI that automatically finds security holes in software or computer systems.
Vuln Discovery is like a nosy home inspector in your app. It jiggles every door and says, “Uh… this lock is decorative.”
Teams use it in code reviews and security drills. It is faster, but it can miss holes or raise false alarms.
RCE
Vuln Discovery often looks for RCE because it is a very dangerous bug.
Agentic coding
Agentic coding can write code and run tests, so it can speed up the hunt.
Alignment
Alignment helps keep this power aimed at defense, not abuse.
AI biosecurity
AI biosecurity also deals with dual-use risk from stronger AI.