Microsoft goes all in on new AI-powered Windows security strategy - what it means for you
AI disclosure
Summary
An elite security team at Microsoft has built an AI-powered pipeline to find vulnerabilities in Windows and get them to engineers to build fixes.
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Why did we build an internal coding benchmark? Public benchmarks like SWE-Bench are often over-tuned for, so we took real tasks our engineers did and curated test suites for them to see which agents can solve them end-to-end. https://t.co/SdLbEP9tye
— Matei Zaharia (@matei_zaharia) July 8, 2026