The integration of reasoning-focused frontier AI models into vulnerability research has fundamentally broken traditional exposure management. Adversaries and defenders are deploying agentic LLM pipelines that evaluate multi-repository codebases, perform continuous patch-diffing, and generate functional exploit payloads in minutes. This shift has collapsed the Mean Time to Exploit (MTTE) across both zero-day and N-day vulnerabilities, rendering standard 30-day patch SLAs structurally obsolete.
(more…)Category: Artificial Intelligence
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The Machine-Speed Intrusion: Deconstructing Agentic Attack Chains and Automated Execution
Threat actor tradecraft has reached an inflexion point. Adversaries have moved past passive LLM prompt generation to deploy Agentic AI Orchestrators – autonomous software frameworks capable of executing dynamic, multi-step kill chains at machine speed. By shifting from human-driven hands-on-keyboard operations to programmatic decision loops, threat groups are compressing intrusion lifecycles from days to hours, rendering traditional, human-reliant SOC SLAs obsolete.
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