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What AI Is Missing in the Modern SOC

ID: d4fb459f-0d8e-5744-908e-0f7fc914e635

STIX ID: report--d4fb459f-0d8e-5744-908e-0f7fc914e635

Feed Name: Censys Blog

Date Published: 2026-03-13

Date Updated: 2026-04-27

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This blog post argues that AI-assisted SOC workflows and SIEM automation require a reliable, first-party Internet intelligence layer to avoid hallucinations and inconsistent enrichment; it positions Censys as that ground-truth source by highlighting its daily-updated scans, historical change tracking, ARC enrichment labels, and integrations, and shows how those capabilities improve L1/L2 triage, incident response timelines, and threat hunting.

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