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Security — Archive · Vol 337 Issue 4

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Solutions Review, Tuesday, April 21st, 2026

How AI Is Finally Shifting Cybersecurity From Reactive To Proactive

Vol 337 · Issue 4 · 2026-04-21

For most of its history, cybersecurity has been a discipline defined by reaction. As such, defenders are perpetually behind, building detection capabilities for threats already in the wild, patching vulnerabilities that have already been exploited, and writing playbooks for attack patterns that have already done damage

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How AI Is Finally Shifting Cybersecurity From Reactive To Proactive