Torvalds Ships Linux 7.4 rc2 With AI Fixes
The second release candidate for the next Linux kernel bundles a wave of AI-assisted bug fixes as bug reports surge.
Updated on Nov. 9, 2026 in Artificial Intelligence
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Linus Torvalds released Linux 7.4 rc2, the second release candidate of the next kernel, which includes various AI-related fixes. The release is the largest such release in kernel history, and it follows code left out of rc1.
Why it matters
Developers have found more software flaws since AI bug-finding models launched, and attackers are increasingly targeting flaws found by AI. Keeping a kernel of more than 40 million lines of code secure depends on how quickly those flaws are patched.
The Linux kernel contains more than 40 million lines of code, and the rc2 release is the largest such release in kernel history. Alexei Starovoitov reported that eBPF fixes are now arriving faster than new bug reports, but the share of fixes attributable to AI is not stated.
The players
Linus Torvalds
Torvalds is the creator of the Linux kernel and continues to lead its development and release process.
Alexei Starovoitov
Starovoitov is a Linux kernel developer who works on eBPF, the kernel subsystem that runs sandboxed programs.
Anthropic
Anthropic is an AI safety company that develops the Claude family of large language models.
Microsoft
Microsoft is a multinational technology company that publishes regular security patch releases for its software.
Oracle
Oracle is a multinational database and enterprise software company that issues periodic security patch updates.
The details
Torvalds released Linux 7.4 rc2 with various AI fixes, and Alexei Starovoitov reported that on the eBPF side, fixes are now coming in faster than new reports. Projections in the reporting suggest AI may soon stop finding flaws in parts of the kernel beyond eBPF.
Timeline
April 2026: Anthropic launched its Mythos bug-finding model.
June 2026: Microsoft addressed 206 flaws.
July 2026: Microsoft addressed 622 flaws.
September 2026: Microsoft addressed a record 974 flaws.
November 9, 2026: Torvalds released the Linux 7.4 rc2 announcement.
Under the Hood
The rise in flaw discovery follows Anthropic's Mythos bug-finding model, launched in April 2026, which has accelerated how many software defects get surfaced. The Linux kernel's rc2 fixes show that same pressure reaching one of the largest open-source codebases.
Users of Linux-based systems will receive kernel updates containing these fixes as the release candidate moves toward a stable version. Keeping systems updated as patches arrive is the practical step for anyone running affected software.
The takeaway
Faster bug discovery means patch cycles are becoming a bigger part of keeping software safe. Staying current with kernel and vendor updates reduces exposure to flaws that attackers are now targeting.
Further reading
Explore more on Artificial Intelligence to see how AI tools are reshaping software security work.
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