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Applied AI·July 10, 2026·1 min read

Microsoft is now using AI to fix Windows bugs before hackers exploit them

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Using AI to preemptively find and fix Windows vulnerabilities shifts security left at operating-system scale. If you build on Windows or ship large codebases, assume your attackers are already using similar tools—your SDL and code review processes need to as well.