Countermeasures
For defenders, the answer to the challenge posed by frontier AI models is faster vulnerability remediation.
“Security teams need to stop treating vulnerability discovery as the hard part and start fixing aggressively,” argues Lineaje’s Sinha. “Known CVEs are the easiest place to begin: prioritize, validate exploitability, patch, test, and verify continuously. The same frontier models that can detect vulnerabilities often have some capacity to remediate them, but they need a harness around them: asset context, SBOMs, exploitability validation, patch generation, CI/CD checks, sandboxed testing, and human approval for risky changes.”
AI Operations’ Ramos adds: “If AI surfaces vulnerabilities at a rate that outpaces human remediation, and Mythos suggests it will, then the strategic priority has to shift toward containment and resilience.”
