Cybersecurity

Why judgment is emerging as cybersecurity's defining skill

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As AI automates more security analysis and recommendations, human judgment is becoming the defining skill for deciding which actions fit an organization’s operational context. Developers and security professionals must assess reversibility and blast radius—not just model confidence or threat severity—before allowing autonomous remediation. Teams should track whether analysts approve, edit, or reject AI recommendations and validate oversight with controlled known-wrong recommendations.

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Ali Nemati
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