Agent security matures: first CVE-numbered privilege escalation ties agent risk to training conditions

krishnan · x · 2026-10-22

krishnan argues agent security is maturing from a research framing into vulnerability management. A CVE-numbered privilege escalation traced to training conditions (paper 2610.20437) means agent risk now flows through existing security processes rather than separate AI governance committees — a faster adoption path for controls than policy-led approaches.

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