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Episode 47 — Leverage Automation and AI in Defense While Avoiding Dangerous Overtrust

February 14, 2026 · 13 min

Show notes

In this episode, we focus on leveraging automation and A I to scale your defense while maintaining the professional judgment needed to avoid dangerous overtrust. We define automation as the repeatable actions that reduce manual response time and A I as the pattern recognition that supports human decision-making. The discussion explains where these technologies fit—such as in alert enrichment, triage, and rapid containment—and the importance of designing guardrails to prevent unintended outages. We practice a scenario where automated isolation is triggered, but a human must verify the scope and business impact before proceeding. You will learn quick wins for requiring approvals for high-impact actions and the value of feedback loops to continuously improve detection rules. This balanced approach ensures that machines handle the routine high-volume tasks while cybersecurity experts retain control over risky or complex moves. Produced by BareMetalCyber.com, where you’ll find more cyber audio courses, books, and information to strengthen your educational path. Also, if you want to stay up to date with the latest news, visit DailyCyber.News for a newsletter you can use, and a daily podcast you can commute with.

All episodes of Certified: The GIAC GISF Audio Course

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