Can AI beat AI? 3 challenges with VulnOps adoption

This article explores how agentic AI and frontier models could enable autonomous vulnerability management (VulnOps), outlining benefits and key challenges — tokenomics, choosing appropriate LLMs, and strong agent governance — and arguing that successful deployment requires careful controls, pre-approved remediation authority, and a shift from execution to oversight in SecOps.