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More AI In Open-Source, CachyOS, Ryzen AI Halo, Framework Laptop 13 Pro & Other Q3 Hits

Дата публикации: 30-09-2026 18:57:43

With the third quarter wrapping up, here is a look back at the most interesting content on Phoronix over the past three months...

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PHORONIX

With the third quarter wrapping up, here is a look back at the most interesting content on Phoronix over the past three months.

In Q3 on Phoronix there were so far 852 original news articles and 57 featured Linux hardware reviews / multi-page featured benchmark articles. All written by your's truly on a daily basis. Thanks to those that have been subscribing to Phoronix Premium, tips, or not engaging any ad-blockers when browsing this site. The web publishing/ad space as a whole remains in a difficult space and depressingly difficult in a niche such as this very with lean operations even after 22 years.

As far as the most popular news on Phoronix during Q3'2026, a lot of continued interest around AI actions by different open-source projects. Plus a lot of interesting Linux kernel activity, the last MPEG-4 patent expiring, and Linux desktop improvements. On the Linux hardware reviews and benchmarking side continued to be a lot of interest in CachyOS, new hardware like the AMD Ryzen AI Halo, and Framework hardware.

The most popular news of Q3 included:

Debian Inference Portal Launches To Provide Free AI/LLM Inferencing To Debian Developers
With Debian voting to allow the responsible use of generative AI, there is now a new initiative funded by Scaleway to make it easier for Debian contributors to leverage AI: the Debian Inference Portal.

CERN Transitioning Industrial Computers To Debian After Being A Longtime RHEL Institution
CERN, the European Organization for Nuclear Research, besides being well known for its Large Hadron Collider (LHC) is known among longtime Linux users as a RHEL/CentOS shop. CERN formally even co-maintained the Scientific Linux RHEL derivative with other educational/research institutions in the past. So to much surprise now, CERN is transitioning to Debian Linux for industrial accelerator-control computers.

Linus Torvalds Reaffirms That Linux Is Not "Anti-AI" & Not A "Social Warrior" Project
Overnight Linux creator Linus Torvalds wrote another well crafted message that reaffirms the Linux kernel position of not being against AI and lashing back against some kernel developers that are against AI/LLM usage within the kernel project.

The Last MPEG-4 Visual Patent Has Expired
If you are looking for a reason to celebrate today, the last of the MPEG-4 Part 2 patents expired today.

FreeBSD 16 Retires The Last Of Its GPL Code From Its Base System
As of this past week in the FreeBSD source tree for FreeBSD 16, the last of the GNU GPL licensed code from the base system has been retired.

Longtime Linux CIFS/SMB3 Maintainer Passes Away
There is a changing of the guard with Linux 7.3 as the maintainer of the Common Internet File System (CIFS) / SMB3 code within the Linux kernel. Longtime maintainer, principal Linux CIFS author, and current Microsoft employee Steve French has stepped down due to health reasons.

ReactOS "Open-Source Windows" Project Now Capable Of Running Half-Life 2
One month ago it was exciting to see the open-source ReactOS operating system running Valve's Half-Life game. Little to realize less than 30 days later it would also be running Half-Life 2.

Linus Torvalds Endures A Debug Session From Hell, "Enormously Helped" By AI
It's pretty rare to see Linus Torvalds author patches himself pertaining to the open-source Linux graphics drivers, but waking up this morning I was surprised to see he authored and committed an Intel Xe kernel graphics driver change himself. It ended up being after he encountered a "debug session from hell" but was ultimately helped by AI in fixing a bug that had been irking him.

Linux Kernel Developers Again Discussing AI Agent Attribution - Potentially Dropping It
When AI/LLM agents are used in the creation of Linux kernel patches, the policy for a while now has been that it should be specified using an "Assisted-by" tag as part of the patches/commits. But Linux kernel developers this week have been discussing whether to revise that policy or to potentially eliminate it.

Valve Sponsors Work Bringing Open-Source RADV Driver To Windows
Valve has been sponsoring Collabora engineers with early phase, exploratory work for trying to bring the open-source Radeon Vulkan "RADV" driver to Microsoft Windows.

The First Open-Source Firmware Released For Modern AMD Ryzen AM5 Platform
Last month 3mdeb released their open-source firmware for a modern AMD EPYC motherboard from Gigabyte that was built off the new AMD openSIL project and Coreboot. Today 3mdeb has delivered the first open-source firmware release for a modern AMD Ryzen desktop motherboard with having independently brought their openSIL+Coreboot powered Dasharo stack to the readily available MSI PRO B850-P WIFI.

Asahi Linux Now Officially Supports Apple M3 Macs - With Caveats
Asahi Linux developers announced today that they are now officially supporting the Linux distribution on Apple M3 powered Macs. With the exception of the Mac Studio M3 Ultra, other M3 / M3 Pro / M3 Max devices should now work with the latest Asahi Linux builds but with some feature caveats.

GNOME 51 Alpha Released With Numerous Enhancements
In working toward the stable GNOME 51 desktop release due out in September, today marks the alpha release of GNOME 51.

Void Linux Maintainer Orphans 100+ Packages Over AI Policy Dispute
A Void Linux maintainer has orphaned more than 100 packages he maintained over a dispute of the project's AI policy for LLM-generated text.

Rust Coreutils cp Ended Up Breaking Ubuntu Image Builds With Latest Incompatibility
While the Rust Coreutils offers better memory safety than GNU Coreutils due to being written in the Rust programming language, subtle incompatibilities continue to be spotted in the Rust Coreutils implementations of the different commands. The latest coming to light this week was the Rust Coreutils cp command breaking Ubuntu image builds due to differences in argument handling.

GNOME Lands ext-background-effect-v1 Support For Background Blur Effect
Added to the Wayland Protocols repository back in May of 2025 was the ext-background-effect-v1 protocol for background blur that had been under discussion since early 2024. The initial focus is on being able to apply a blur effect on a window's background or otherwise a specified screen region. GNOME 51 has now merged support for ext-background-effect-v1 with the latest Mutter code.

The Linux Kernel Is Approaching 2,000 CVEs Per Release
With the proliferation of AI/LLM models analyzing the Linux kernel's vast codebase, there has been a surge in the number of CVEs per kernel release. After typically being around 500 CVEs fixed per release, we are now approaching 2,000 CVEs fixed per release and perhaps will break that threshold for Linux 7.3.

Linux's Staging Area To Now Reject LLM-Generated Patches, Except For Real Security Fixes
While Linux's second-in-command Greg Kroah-Hartman does use AI / LLMs himself to success in the Linux kernel, given the "onslaught" of kernel patches produced by large language models and the intent on the Linux kernel's staging area being an area for newcomers to get involved, moving forward he's now rejecting AI/LLM-generated staging patches. But there is one exception and that is for genuinely valid security fixes.

Arch Linux AUR Under Another Wave Of Malicious Packages, Package Adoptions Halted
Last month the Arch Linux User Repository "AUR" saw more than 1,500 malicious packages amid a sophisticated malware attack and then also seeing an influx of spam and profanities amid this community/user-maintained repository for the popular Arch Linux distribution. Unfortunately, there is another round of AUR troubles.

libx11-compat Is Working To Implement Xlib Atop SDL For Wayland, macOS, Android
For helping to keep X11 clients running in a modern Linux desktop world with Wayland or even for running on macOS or Android, there is now yet-another option being developed with libx11-compat. The libx11-compat project is working to re-implement the Xlib client library atop SDL2/SDL3 interfaces for allow broad underlying platform coverage.

And for the most popular featured articles/reviews of the quarter:

Ubuntu 26.04 LTS vs. Windows 11 vs. CachyOS Performance On A $5399 Laptop
Earlier this month on Phoronix I reviewed the Razer Blade 18 RZ09-0582 as the first laptop Razer is certifying for Linux use via Canonical's hardware certification program for Linux. It offered very nice performance with the Intel Core Ultra 9 290HX Plus and NVIDIA GeForce RTX 5090 graphics albeit costly with a configured price of $5399 USD. That review featured benchmarks on Ubuntu 26.04 LTS but for those wondering about the performance of Ubuntu against Windows 11 on this gaming/AI developer laptop, here are comparison benchmarks plus also tossing in the rolling-release CachyOS distribution.

CachyOS Outperforming Windows 11, Slight Advantage Over Ubuntu & Fedora On AMD Ryzen AI 9 HX 470
A recent mini PC being benchmarked at Phoronix is the BOSGAME VTA-439 that employs the new AMD Ryzen AI 9 HX 470 Gorgon Point SoC. With the BOSGAME mini PC having shipped with Microsoft Windows 11, here are some comparison benchmarks of the out-of-the-box Windows 11 performance up against Ubuntu 26.04 LTS and Fedora Workstation 44 while also tossing the rolling-release, highly-optimized Arch Linux based CachyOS into the benchmarking mix.

KDE Plasma 6.7 X11 vs. Wayland Session Gaming Performance For NVIDIA On CachyOS
With KDE Plasma 6.7 now having seen a few point releases to further polish this last version with X11 support ahead of Plasma 6.8 going Wayland-only, here are some NVIDIA Linux gaming benchmarks between the X11 and Wayland sessions on Plasma 6.7.2 using the popular Arch Linux based CachyOS.

Framework Laptop 13 Pro: Aiming To Be One Of The Best Upgradeable Linux Laptops
Back in April, Framework Computer announced the Framework Laptop 13 Pro as a ground-up re-design of their modular/upgradeable laptop. This new Framework Laptop 13 Pro features a much larger battery (74Wh), LPCAMM2 memory support, a full CNC aluminum chassis, haptic touchpad, and a new power-optimized touch display. Paired with the very efficient Intel Core Ultra Series 3 "Panther Lake" SoCs, the Framework Laptop 13 Pro ends up being an incredible offering from the hardware perspective.

AMD Ryzen AI Halo Is An Excellent & Powerful Mini PC With Fully Open-Source Software
Earlier this year AMD announced the Ryzen AI Halo as their in-house mini PC offering built around their leading Ryzen AI Max+ "Strix Halo" platform. After pre-orders began last month, the Ryzen AI Halo is officially beginning to ship this week and over the past few weeks we have been testing it out at Phoronix.

CachyOS vs. Windows 11 vs. Ubuntu 26.04 LTS On Intel Wildcat Lake + 8GB RAM
Often times when testing different Linux distributions or comparing Windows vs. Linux it's on leading flagship desktop or server hardware, but today we are looking at the Ubuntu vs. CachyOS vs. Windows performance at the opposite end of the spectrum. With the new CHUWI UniBook $449 laptop powered by Intel Core 3 Wildcat Lake and with 8GB of system memory, here is a look at how those three operating systems compare across a variety of workloads.

Benchmarking Six Linux Distributions On The Framework Laptop 13 Pro
With the new Framework Laptop 13 Pro now shipping powered by Intel Core Ultra Series 3 (Panther Lake) and a brand new hardware design, I have spent the past week testing out various Linux distributions on this very nice high-end laptop. All of the modern Linux distributions tested have been playing nicely with this new Panther Lake laptop. Of course, beyond testing for compatibility I also took the opportunity to run some Linux distribution performance benchmarks for this laptop powered by the flagship Core Ultra X9 388H.

The CachyOS Performance vs. Other Linux Operating Systems On A $46k USD Workstation
Recently I looked at the performance of Ubuntu 26.04 LTS vs. Windows 11 on the Intel Xeon 678X running within the HP Z4 G6i workstation. Linux performed admirably as one would expect. With this Intel Xeon Granite Rapids WS workstation from HP though commanding a retail price more than $46,000 USD, you likely want nothing but the utmost performance out of it. So for those looking to maximize the OS performance, here are some numbers from the HP Z4 G6i workstation when running not only Ubuntu 26.04 LTS but also Fedora Workstation 44, AlmaLinux, and the performance-optimized CachyOS.

Btrfs, EXT4, F2FS & XFS On Linux 7.2 vs. Linux 7.3 Performance
Earlier this week I showed off some of the very nice Btrfs performance gains on Linux 7.3. For those wondering what kernel optimizations may have carried over to other file-systems or other file-system specific enhancements, here are Linux 7.2 vs. 7.3 Git performance benchmarks across Btrfs, EXT4, F2FS, and XFS on the same system.

KDE Plasma 6.7 vs. GNOME Shell 50.3 vs. Xfce 4.20 On CachyOS With NVIDIA Graphics
Earlier this month I provided a look at the KDE Plasma 6.7 Wayland vs. X11 session performance for graphics/gaming on CachyOS using NVIDIA GeForce RTX 50 graphics. Since then Phoronix readers -- including some premium supporters -- requested seeing some additional desktops tested with the latest CachyOS packages. So here we are now with seeing how KDE Plasma 6.7 compared to the Wayland-only GNOME Shell 50.3 desktop as well as the X11-based Xfce 4.20 desktop on CachyOS.

Razer Certifying Their First Laptop For Linux: Razer Blade 18 RZ09-0582
Razer is a brand synonymous with gaming and finally in 2026 they are in the process of certifying their first laptop for Ubuntu Linux. This laptop going through Ubuntu Linux certification is the Razer Blade 18 RZ09-0582 and it offers incredible performance with the Core Ultra 9 290HX Plus processor and GeForce RTX 5090 graphics but with that also comes a very high price tag.

Graviton5 Outperforming Intel Xeon Granite Rapids But Falls Short Of AMD EPYC Turin
Following the recent GA of the AWS M9g series as the first instances powered by the new Graviton5 CPUs, I recently ran benchmarks looking at Graviton4 vs. Graviton5 CPU performance. There was very nice generational gains for the new AWS Graviton processors with the shift from Arm Neoverse-V2 to Neoverse-V3 cores and from DDR5-5600 to DDR5-8800 memory, among other improvements. For those wondering how the Graviton5 ARM server processors compare to AMD EPYC and Intel Xeon, here are some additional comparison data points from the Amazon EC2 cloud.

Intel Xeon 600 Workstation Performance vs. AMD Threadripper 9000 In Nearly 400 Benchmarks
Last month I had the chance to test the Xeon 678X workstation processor as my first hands-on opportunity with the Xeon 600 "Granite Rapids WS" series. The Intel Xeon 678X was within the HP Z4 G6i workstation and used it for a number of different benchmarks. In that HP workstation review were also some comparison points to the likes of AMD Ryzen Threadripper while in this article are some much more concentrated benchmarks between the competing Xeon 600 series and AMD Ryzen Threadripper 9000 series for workstations. Nearly 400 benchmarks plus power and frequency comparison too.

Benchmarking Some Incredible Performance Gains With Btrfs On Linux 7.3
With the Btrfs pull request for Linux 7.3 having delivered more performance optimizations with some ~3x and ~5x gains mentioned in specific areas, I was eager to test out the new Btrfs performance on the in-development kernel. In today's article are some benchmarks of Btrfs on Linux 7.2 stable compared to Linux 7.3 Git with some very enticing performance gains confirmed in various workloads.

Single vs. Dual Channel Memory Performance With The Intel Core Ultra 7 270K Plus
Given today's pricing environment around system memory, a Phoronix Premium supporter recently requested some benchmarks to quantify the performance difference from single to dual channel memory. In considering a new computer build, he is contemplating whether to go for a single stick of DDR5 memory until memory prices hopefully subside in the future. For those in a similar boat, here are some benchmarks of single versus dual channel memory on an Intel Core Ultra 7 270K Plus "Arrow Lake" desktop.

AMD Ryzen 7 7700X3D Linux Performance
Today the AMD Ryzen 7 7700X3D goes on sale as the lowest-price AMD 3D V-Cache processor being marketed for gamers. This 8-core / 16-thread processor features a 4.5GHz boost clock and a total of 104MB of cache while being based on the older Zen 4 architecture and coming in at about $329 USD. Here is a look at how the AMD Ryzen 7 7700X3D is performing on Linux.

Ubuntu 26.10 amd64v3 Can Provide A Nice Boost For Low-End/Budget Hardware
Canonical recently began producing Ubuntu 26.10 amd64v3 daily ISOs to complement their experimental amd64v3 package archive that they have been trialing the past few release cycles. While we still don't know what any official plans are for amd64v3 with Ubuntu 26.10, the performance gains can be very worthwhile over the generic amd64 binaries even for low-end/budget hardware.

Nouveau vs. NVIDIA R610 On CachyOS With The GeForce RTX 5090 Laptop GPU
With the Razer Blade 18 as the first laptop Razer's certifying for (Ubuntu) Linux use while testing it out I was predominantly using the NVIDIA R610 official driver stack. Some users were interested though in how well this laptop is working with the open-source, upstream Nouveau+NVK driver stack given Razer is marketing this high-end laptop for Linux use too. Before sending the review unit back I had run some graphics benchmarks to see how Nouveau+NVK was performing for this Razer Blade RZ09-0582 with the flagship GeForce RTX 5090 Laptop GPU.

Framework Laptop 16 With GeForce RTX 5070 12GB, One-Piece Keyboard & Haptic Touchpad
While the past few weeks have been quite busy with the new Framework Laptop 13 Pro testing with that all-new laptop model and paired with Intel's Core Ultra Series 3 "Panther Lake", at the same time Framework Computer has begun shipping some updated components for the Framework Laptop 16 laptop. If looking for a bit more GPU compute power hor larger form factor than the 13-inch model, the Framework Laptop 16 can now be equipped with the NVIDIA GeForce RTX 5070 GPU as well as a haptic touchpad and one-piece keyboard for improving the input experience.

Benchmarking Java Performance Of JDK 8 Through OpenJDK 27
With the recent release of Java/OpenJDK 27 I began some fresh benchmarks in not having looked at the OpenJDK Java performance in a few years. Carried away, I ended up re-testing all the major OpenJDK versions going back to the venerable JDK 8.

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