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Benchmarking the Agentic SOC: How we evaluate LLMs for security workflows

lowelastic_securityPublished 2026-08-03

<p>An agentic SOC is only as good as the model driving it. The moment you let an LLM triage an alert, hunt across your telemetry, or author a detection rule, the question stops being &quot;is this a smart model?&quot; and becomes something much more specific: will it pick the right skill, call the right tool in the right order, and reach the right disposition without inventing a result it never ac

Original source: https://www.elastic.co/security-labs/llm-benchmarking-agentic-soc