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#Linux kernel

Vulnerabilities7 min read

AI-found Linux kernel flaw "Vghost" gives local users root — and can let a VM reach its host

Tencent's AI-assisted research found CVE-2026-74580 in the vhost subsystem, present since Linux 4.11. Fixes are out for most distros; Ubuntu 24.04 and 26.04 are still pending.

AI-Found VulnerabilitiesLinux kernelCVE-2026-74580
Defense & Research11 min read

Microsoft's AI bug-hunting lab counted 140 Windows CVEs in five months — and says finding bugs is no longer the hard part

Microsoft's FORGE lab reports 140 Windows CVEs, 155 open-source reports and $3.61 Linux crash proofs. Its real lesson: validation and patching, not discovery, now set the pace.

AnalysisMicrosoftAI vulnerability research