In the world of open-source development, where code quality has historically been prioritized over speed, a fundamental transformation has occurred. Linus Torvalds, the creator and main maintainer of the Linux kernel, has officially acknowledged that artificial intelligence has changed the very structure of the development process. In his weekly kernel status reports published in early August 2026, Torvalds stated that "huge" updates have become the new norm, and despite personal reservations, he is prepared to accept this as a reality.

The Era of "Giant" Releases

The situation with the current Linux kernel 6.x development cycle and the transition to version 7.2 clearly demonstrates the scale of these changes. Torvalds explicitly noted that the latest release candidate became the "largest in recent years" in terms of the number of commits. Even by the standards of the new reality shaped by AI, this volume appears anomalous. The developer expressed his attitude towards the situation with restraint: "I can't say I'm thrilled with the size of all this. But what is, is: new norms with a large number of fixes, many of which appeared thanks to checks by various AI tools".

Artificial intelligence, which just a few years ago was viewed more as an auxiliary tool, is now generating and verifying code in volumes inaccessible to human teams. This has led to an exponential expansion of the changelog, filled with thousands of minor edits that might previously have been filtered out or merged.

From Criticism to Acceptance: The Creator of Linux's Stance

Linus Torvalds' position has evolved from skepticism to hard pragmatism. Previously, he criticized the idea that quality documentation could compensate for low-quality code generated by AI. He also complained that the kernel security mailing list had become practically unmanageable due to a flood of duplicate vulnerability reports created by neural networks.

However, in mid-2026, his tone changed. Torvalds stated that the Linux project would not resist AI and advised critics who do not accept these changes to simply leave the project ("Fork it or move on"). This signaled that the Linux kernel has finally integrated AI into its development cycle, despite the risks of reduced code readability and increased maintenance complexity.

State of Linux Kernel 7.2

Currently, in August 2026, the community is on the final stretch before the release of the stable version of Linux 7.2. The seventh release candidate (RC7) causes Torvalds some concern regarding its size, but he assures that "there is nothing particularly scary as such — there is just a lot of everything here".

Among the most significant changes in the current cycle are fixes for the s390/zcrypt architecture, the return of btrfs file system support, and a series of improvements to the ipset network filter. However, the bulk of the updates are "avalanches" of minor fixes scattered across drivers, file systems, and architectural code. The final version of the kernel is expected to be released next weekend, cementing this new era of development.

Contradictory Data

There is disagreement within the developer community regarding the long-term consequences of this approach. On one hand, proponents of AI use note that automation tools allow bugs to be found and fixed faster than was possible with purely manual labor. On the other hand, critics, whose concerns were previously shared by Torvalds himself, argue that the accumulation of thousands of minor, code-generated fixes creates "technical debt" and complicates future security audits. So far, statistics show an increase in stability, but the question of how easy it will be to maintain such code in 5-10 years remains open.