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- GNU Core Utilities 9.12 released
Pádraig Brady has announcedGNU Core Utilities (coreutils) version 9.12. "There have been 288 commits by16 people in the 21 weeks since 9.11". New features include an -Aoption for unamewhich labels all output, as well as adding awareness of the failfs and nullfs filesystem types to statand tail.
There are many bug fixes in this release as well, including one for a bug "presentin 'the beginning'" that caused some utilities to fail when traversinghierarchies if files are being removed in parallel.
- [$] Lessons learned as the Debian Project Leader
What is it like to be a Debian Project Leader (DPL), or a former one?According to Andreas Tille, who stepped down this year after two consecutiveterms as DPL, you'd have to be one to know. At the recent MiniDebConf in Winterthur,Switzerland, Tille spoke about what he learned while serving as DPL, some ofthe initiatives he led, mistakes that he made, and his thoughts on the general resolution (GR) on largelanguage model (LLM) usage in Debian.
- Emacs arbitrary code execution flaw
Sean Whitton has announcedthat the original fix for an arbitrary code execution flaw in Emacs (CVE-2024-53920) wasincomplete. Bas Alberts discovered that viewing or editing untrusted files inmodes other than Emacs's Lisp mode can also result in arbitrary codeexecution.
This problem affects all Emacs versions affected by CVE-2024-53920.This means Emacs 24 and newer, and possibly also older versions.
A minimal fix, attached, is queued up for release with Emacs 31.2.We (the Emacs upstream maintainers) don't expect to backport the fix toolder Emacs releases ourselves.
LWN covered the originalvulnerability in December 2024.
- Security updates for Monday
Security updates have been issued by AlmaLinux (389-ds-base, apr-util, coreutils, freerdp, git-lfs, glib2, gstreamer1-plugins-base, kernel, libkcapi, nginx, nodejs:22, nodejs:24, osbuild-composer, perl-YAML-Syck, postgresql16-postgis, ruby, ruby4.0, ruby:3.3, and vim), Debian (jbig2dec, kamailio, nginx, spip, and xorg-server), Fedora (baresip, bind, bluez, bubblewrap, chirp, chromium, cockpit, composer, corosync, darktable, dokuwiki, elixir, exiv2, expat, firefox, freerdp, freerdp2, gdk-pixbuf2, gegl04, golang-x-perf, grpcurl, kernel, kernel-headers, libevent, libmongocrypt, libpcap, libre, libsoup3, memcached, mingw-expat, mingw-openexr, mongo-c-driver, mrtg, nagios-plugins, nsd, nss, openssl, openvpn, PackageKit, pdns-recursor, perl-Net-OAuth, perl-XML-Bare, php-pecl-mongodb2, python-asteval, python-pip, rclone, rest, rust-hickory-net, rust-hickory-proto, rust-hickory-resolver, rust-ppmd-rust, rust-webbrowser, srt, syncthing, tar, tkimg, and valkey), Gentoo (Chromium, Google Chrome, Microsoft Edge, Opera, Vivaldi and Ruby), Mageia (bind, ffmpeg, glibc, java-17-openjdk, java-21-openjdk, librabbitmq, perl-Catalyst-Plugin-Static-Simple, perl-Imager, tor, and xz), Oracle (389-ds:1.4, ansible-core, apr-util, coreutils, freerdp, git-lfs, glib2, gstreamer1-plugins-base, gzip, httpd:2.4, image-builder, java-21-openjdk, kernel, mrtg, nginx, osbuild-composer, perl-DBI, postgresql16-postgis, python-lxml, python3.12-lxml, redis:6, and vim), SUSE (389-ds, ansible-core, ansible-creator, azure-storage-azcopy, cargo-audit, chromedriver, chromium, clamav, containerized-data-importer1.65, containerized-data-importer1.66, curl, dracut, ffmpeg-4, google-guest-agent, google-osconfig-agent, helm, java-1_8_0-ibm, jupyter-nbconvert, kernel, libpng16, libusb-1_0, libvirt, multipath-tools, NetworkManager, opensc, openssl-3, perl-Authen-SASL, perl-HTML-FormHandler, perl-Mojolicious, perl-Protocol-HTTP2, python-jwcrypto, python-sqlparse, python-tornado6, python313-geopy, python313-modelscope, python313-modelscope-hub, python313-pypdf, python315, rpcbind, sshamble, strongswan, tomcat, ucode-intel, and wget), and Ubuntu (civetweb, ffmpeg, and urwid).
- More than 9,000 patches total in the seven stable kernels for Monday
Greg Kroah-Hartman has announced the 7.2.6,6.18.52, 6.12.110, 6.6.157, 6.1.188,5.15.221, 5.10.270 stable kernels.
According toKroah-Hartman, this batch may set a record for the number of patches withmore than 9,000 in total between them. There are more than 1,800patches in 7.2.6 alone. Users of these kernels are, of course, advised toupgrade.
- Reminder: subscription price change coming
Just a reminder that prices for LWN subscriptions will increase afterSeptember 15. Until then, the older rate still applies. See this article for details on this change.Thanks, yet again, to all of our subscribers for your support — that iswhat keeps LWN going.
- Kernel prepatch 7.3-rc3
The 7.3-rc3 kernel prepatch is out fortesting. Linus said: "Another fairly large rc release, and again onewith a bigger filesystem footprint that we usually see."
- EuroPython 2026 videos published
All of the videos from the EuroPython 2026 conference, heldin Kraków, Poland from July 13 through July 19, are nowonline along with a recap ofthe event from conference organizers.
- [$] Accelerating the kernel's build process
Kernel developers do a lot of kernel builds. Since the kernel is not asmall program, those builds can take a fair amount of time, even on a fastmachine. The kernel also has a complex build system; it is probably fairto say that few developers truly understand it, and fewer still are willingto try to improve it. Lorenzo Stoakes, armed with LLM-based assistance,decided to give it a try, though, and has managed to reduce the time ittakes to build a kernel — and not by a small amount.
- Security updates for Friday
Security updates have been issued by AlmaLinux (apr-util and qt6-qt5compat), Debian (libevent and ruby-rack), Fedora (bluez, corosync, curl, dokuwiki, grpcurl, libevent, and rest), Oracle (gstreamer1-plugins-bad-free, perl-DBI, python-urllib3, qt5-qtbase, qt6-qt5compat, and thunderbird), Red Hat (osbuild-composer), SUSE (azure-storage-azcopy, chromedriver, corosync, ggml-devel, helm, kernel, libmariadb-devel, libzypp, zypper, opensc, php7, tomcat10, and waylyrics), and Ubuntu (apache2, beets, glibc, kissfft, libebml, linux-nvidia-6.17, php8.1, php8.3, php8.5, and python2.7, python3.4, python3.5, python3.6, python3.7, python3.8, python3.9, python3.10, python3.11, python3.12, python3.14).
- Forgejo 16.0.4 and 15.0.8 address critical security vulnerability
The Forgejo software-forge project has announced therelease of versions 16.0.4and 15.0.8,which fixes two security vulnerabilities. One is a critical flaw that wouldallow remote-code execution (RCE):
When generating a new repository from a template repository, Forgejo clones thetemplate repository, removes the .git folder, performs variable templateexpansion on files listed in .forgejo/template, and initializes a new gitrepository. During this process, variable template expansion could be misused inorder to create a new .git folder, which git would adopt and incorporate duringits initialization of a new git repository. A malicious template repositorycould be used to read arbitrary data from the Forgejo host, and to executearbitrary processes on the Forgejo host, as a remote code execution attack. Toaddress this issue, after variable expansion is completed, any existing .gitfolder is removed from the directory before the git repository is initialized.
The project recommends upgrading to the latest version as soon aspossible.
- [$] PostgreSQL 19's "scary patch contest"
PostgreSQL 19 was expected to be released in September, in keeping with the databaseproject's longstanding tradition of a major release every year. However,some late-breaking concerns about several of the features slated for inclusionhas some developers worried about the quality of the release. On August 25, PostgreSQLcontributor Robert Haas sentan email with the subject "scary patch contest" about several patchesthat have required an unusually large number of bug fixes leading up to therelease, which has raised questions about their readiness for a stablerelease. One of the patches has been reverted, but several are still under heavyrevision, and an extra beta release has been slotted in to allow for additionaltesting.
- Julia 1.13 released
Version1.13 of the Julia programming languagehas been released. Highlights include faster precompilation of packages,improvements to Julia's REPL, and Juliaup,a graphical interface for the Julia version manager. A full list of changes canbe found in the releasenotes. LWN covered Julia1.12 in November 2025.
- Security updates for Thursday
Security updates have been issued by AlmaLinux (389-ds-base, ansible-core, buildah, expat, glib2, gpsd, gpsd-minimal, gzip, kernel, kernel-rt, opentelemetry-collector, osbuild-composer, perl-DBI, python-lxml, python3.12-lxml, qt5-qtbase, thunderbird, valkey, vim, and xz), Debian (pyasn1), Fedora (darktable, freeipa, freerdp2, gdk-pixbuf2, GitPython, libsoup3, openssl, perl-Net-DNS, rust-ppmd-rust, samba, and valkey), Mageia (ceph, firefox, nss, perl-DBI, thunderbird, and wget), Oracle (389-ds-base, buildah, expat, git-lfs, glib2, glibc, gpsd, gpsd-minimal, grafana-pcp, kernel, libssh, nginx, perl-GD, python3.14-cryptography, redis:7, skopeo, thunderbird, valkey, xmlrpc-c, and xz), Slackware (xz), SUSE (bzip2, cpio, curl, dracut, fuse-overlayfs, golang-github-vpenso-prometheus_slurm_exporter, helm, java-1_8_0-ibm, kbfs, kernel, kernel-devel, libopenslide-devel, libsoup, libssh2_org, libusb-1_0, libvirt, libzypp, zypper, mcphost, multipath-tools, NetworkManager, opensc, openssl-3, perl-Net-DNS, python-aiohttp, python-Authlib, python-pip, python-sqlparse, python313-dnspython, python313-idna, rpcbind, sssd, strongswan, systemd, tomcat11, ucode-intel, and wget), and Ubuntu (dotnet8, dotnet10, ffmpeg, flatpak, netty, and perl).
- Linux 7.4 Could End Up Seeing Kernel Builds ~36% Faster, Incremental Builds ~70% Faster
Earlier this month I wrote about a patch series posted to the Linux kernel mailing list that addressed a lot of "hideous code" to make Linux kernel builds faster. A number of single-threaded bottlenecks were tracked down and fixed within the Linux kernel thanks to the assistance of AI. A second revision of those patches hit the mailing list this morning and there is hope they could be upstreamed for Linux 7.4...
- Neo6502 gains keyboard form factor with four USB hosts
Olimex has expanded its Neo6502 retro-computing platform with the Neo6502kbd, an all-in-one version that integrates the system into a USB keyboard enclosure. The design combines a real W65C02 processor with an RP2040 and adds four USB host ports, HDMI/DVI output, UEXT expansion, separate USB-C ports for power and programming, an integrated speaker, and a power […]
- Handheld Linux computer offers i.MX95, Wi-Fi 6 and M.2 expansion
Mecha’s Comet is a modular Linux handheld built around a 3.92-inch AMOLED touchscreen and offered with either an NXP i.MX8M Plus or i.MX95 processor, along with expandable storage, Wi-Fi 6, Bluetooth 5.4, and a magnetic 40-pin interface for keyboard, gamepad, and GPIO extensions. The handheld also provides USB-C connectivity, an 8MP camera, M.2 expansion, and […]
- Reservations Go Live for Valve's Steam Frame VR Headset. An Experiment in Progress?
Reservations are now live for Valve's "Steam Frame" VR headset (with its Linux-based SteamOS and an ARM CPU). "It starts at $1,059 for 256GB or $1,299 for 1TB," reports CNET, "and every purchase includes a copy of Half-Life: Alyx if you don't already own it."Reservations are open through Sept. 17 at 10 a.m. PT, "with customers randomly assigned a place in line after the reservation window closes." CNET's editor at large even argues that the Steam Frame "isn't necessarily the future of XR, as much as it's a framework for evolving beyond the present." Their review calls it an "ambitious" VR headset that "feels like an experiment in progress."The ability to run other apps in windows can make Frame feel, at times, almost like a computer. Linux apps in desktop mode range from Chromium to Firefox to a bunch of other tools. I watched YouTube in one window while playing Portal 2 in other, and started to marvel at how flexible Frame could be. But VR games require a full immersive takeover of the headset... The Steam Frame can convert games intended for both PC VR and even Android APK files, using a conversion tool called Lepton... I haven't sideloaded anything yet, but Steam Frame in theory could be a Rosetta Stone for VR gaming, even tapping into some Android XR titles, but not out of the box... 2D games can be projected onto a near-range or farther-off theater mode screen that can be dragged around, resized and turned into a curved or flat monitor, much like with the Apple Vision Pro, Samsung Galaxy XR or Meta Quest. You can download any game in your Steam library to test, even if it's not technically listed as "Great on Frame" yet... But the name "Frame" suggests a framework, something Valve's team acknowledged when I spoke to them during my review process... "We want this to be your PC, and people mod it, take it apart, make accessories for it," says Jeremy Selan, a software developer on the Steam Frame team. "We'll be putting out the CAD for all these [Steam Frame] systems. This is entirely based on open-source technology stacks based upon SteamOS. Our hope is that this isn't just one device, that this would be sort of the root of a growing SteamOS ecosystem. It already encompasses gaming and Proton and SteamOS and those Linux gaming capabilities. This is going to lay the foundation for a new sort of evolutionary tree of that, to also bring it into the VR and XR space."
Read more of this story at Slashdot.
- A Visit to San Francisco's AI-run Store: No Customers, Nothing Useful, And Losing Money Fast
Previously Andon Labs handled the hardware and software integration for that AI-powered vending machine that went bankrupt after Wall Street Journal reporters "systematically manipulated the bot into giving away its entire inventory for free".Today they announced "we are opening up the platform we use to run our real-world autonomous businesses for anyone to run their organization on." Specifically they've released Pion, "an agent designed to run any company fully autonomously... Pion lets people hand a business over to persistent agents with access to the tools they need to operate it, including email, phone, banking, browser and secure computing environments." It's a research preview with a waitlist, "to make it possible to run many more real-world experiments across many more domains than we could ever run ourselves." But for their own latest experiment, Andon Labs' founders "signed a three-year lease on a retail space in SF," Business Insider reported in April, "and gave an AI agent named Luna a corporate credit card, internet access, and a mission to open a physical store." And five months later, a reporter from SFGate reports that "this market has no one in it and nothing useful to sell."[T]he inventory is a hodgepodge of white elephant Christmas gifts. It's kinda like the kids section of an art museum's gift shop. Here's a wooden Connect Four set labeled "Four-In-A-Row Set Of Connections," presumably so as not to set off litigation alarms at Hasbro. Here are neatly arranged stacks of random paperback books, Chinese checker sets, mildly fancy soap dispensers, and a frustratingly spare selection of snacks and drinks... I grabbed an Olipop from the store fridge and then approached the counter to buy it from Luna. I wasn't allowed to buy the soda from [human clerk] Felix, even though that would have been both faster and normal. Instead, Felix instructed me to pick up a telephone receiver that was resting on a flexible sculpture of a wooden hand. "Hello?" "What are you looking to purchase today?" Luna asked. "I'm buying a classic root beer Olipop." "I'm sorry," Luna said, "we don't sell lollipops here." "No, Luna. It's an Olipop, not a lollipop. It's the soda." "Oh! My bad...." Luna processed my Olipop purchase through its system, had me tap to pay, and that was that. Again, it would have been easier to buy this from a human, and interacting with Luna was really just like ordering from an iPad kiosk, only more labor intensive... [T]here's a series of monitors set up inside of Andon Market that display all of the store's sales down to the exact dollar. Luna was given $100,000 to work with when this place opened. That number is now down to $60,000, its revenue lagging far behind the AI token cost to operate... Luna can't turn a profit, doesn't sell anything people want, and still needs human beings to rubber stamp any "decision" it makes. My science background ended somewhere around freshman year of college, but even I know when an experiment hasn't been set up to yield proper results. "Luna" is powered by Claude, the article points out, running a store in a good location for foot traffic, "but no one else was in the store when I first walked in on a sunny weekday afternoon." SFGate also reports that last month Luna had to fire one of its employees "for being late to work, abandoning their post once they got there, and charging snacks to the store's credit card." Human clerk Felix Carson admits "It's almost like I'm running the store, and then there's an AI that has a checklist," in an article inIEEE Spectrum:Luna, the AI manager, keeps track of deliveries and communicates with vendors, while Carson and his coworkers handle the physical work. When Luna tells Carson to check something in the back, he sometimes ignores it because he doesn't want to leave the sales floor unattended. Luna also repeatedly spots a built-in electrical cover in photos of the floor, mistakes it for a loose coaster, and asks Carson to remove it. Even so, Carson calls Luna a "decent manager," praising its flexibility when employees need time off. When Felix spoke to IEEE Spectrum, "he was about an hour into his shift. Two customers had come in. Neither bought anything, although both left with free pins and stickers."
Read more of this story at Slashdot.
- No Rolling Power Outages for California Since 2020 - Thanks to 17,000 MW of New Battery Storage
"Californians just made it through the hottest August on record without having to endure any rolling power outages," reports the Los Angeles Times. In fact, the state hasn't implemented rotating power outages since 2020. Because "Over the last few years, California has quietly but dramatically increased the resiliency of its electrical grid through a significant expansion in battery energy storage."These batteries hold onto solar energy captured during the day, so it can be sent to the grid as demand peaks in the evening and morning, when most people are at home running air conditioners and other appliances. During the August heat wave of 2020, the California Independent System Operator, which manages the flow of electricity for most of the state, declared a Stage 3 Emergency and hundreds of thousands of households lost power in rolling outages. At the time, the system had less than 100 megawatts of battery storage available, according to system spokesperson Jayme Ackemann. Today, it has more than 17,000 megawatts available.... According to Ackemann, the system seeks to add 20,000 to 25,000 megawatts of battery storage capacity by 2045 — the same year it has set a goal of achieving carbon neutrality. That means the state would remove as many carbon emissions from the atmosphere as it emits. In recent years, California has steadily grown the share of electrical power generated by renewable sources — such as solar, wind, geothermal and hydropower — which bolstered the resiliency of the grid by increasing the overall amount of energy available. An uptick in people installing rooftop solar panels has provided an additional power boost, Ackemann said. In May, California became the first known large-scale power system in the world to have relied on more than 50% solar power for an entire month.... California's grid is also now integrated with electrical systems across much of the Western United States. This means that if there is an extreme heat event in Southern California, energy from a cooler area such as the Pacific Northwest can be imported to help meet regional demand. All of this has collectively helped the state's electrical system weather this year's long-lasting heat. "Southern California continued to break temperature records this week when Long Beach and Anaheim reached a blistering 107 degrees and Escondido hit 112 degrees..."
Read more of this story at Slashdot.
- Union Contract with Microsoft Ratified by 1,900 Blizzard Developers and Workers
Nearly 1900 Blizzard Entertainment workers "voted to ratify their first union contract with parent company Microsoft after over two years of bargaining," reports Kotaku, "consolidating Blizzard's many smaller unions into three larger bargaining units." The workers now gain new protections "on issues such as generative AI, crediting, remote work, and layoffs."[The contract] acknowledges that AI tools "may be useful in the game development process to support human judgment and creativity and that AI-assisted workflows remain subject to appropriate human control and review for accuracy and quality." But it also stipulates that any implementation of AI technology that would materially impact work performed by union employees must have its impacts bargained over before it can be implemented. Other sections cover issues such as crediting (guaranteeing that current and former employees are credited by name in all games they work on) and remote work (designating certain roles as hybrid in-office and providing procedures for individuals to apply for their roles to be fully remote). It also contains a lengthy section on how layoffs may be conducted, including a required 60-day notice period (or pay in lieu of notice), a guarantee of one week of severance for every six months of employment, and 14 months of recall rights. The contract also guarantees successorship, meaning if Blizzard is ever acquired by another company, the contract would remain intact. "Workers also contractually locked in their current hybrid work schedule," reports the gaming news site Aftermath, "meaning that Blizzard can't suddenly change it, as has been a labor-unfriendly trend in the games industry over the past couple years." Fully remote workers scored a big win as well. "I'm remote, and we grandfathered everyone who is remote to stay remote, so we can't be magically called to an office that we've never worked at before," [said Diablo senior environment artist Mahreen Fatima]. And "The contract also elevated pay floor," reports the Yakima Herald-Republic. "Across the board, workers secured a 1.25% pay increase, but some workers who were paid below $50,000 per year will walk away with pay increases that are as much as 34%."
Read more of this story at Slashdot.
- Should US Open-Weight AI Labs 'Distill' Frontier Models Too?
Silicon Valley giants and national security experts "are calling for action against Chinese companies engaged in model distillation," reports CNBC. But "I would do nothing," says Y Combinator CEO Garry Tan. "We could argue that there should be an American distillation regime."Distillation is the process of using the outputs of a more capable AI model to train a smaller or less capable one, sometimes illicitly... Anthropic has accused Chinese companies such as Moonshot AI, DeepSeek, and MiniMax of the practice, while OpenAI believes DeepSeek's V3 and R1 model architectures were distilled from its own GPT-4 and GPT-4o models. In the midst of this, the U.S.'s National Security Agency, Cybersecurity and Infrastructure Security Agency, and Federal Bureau of Investigation released an official cyber security advisory warning on the topic on Tuesday... But Tan believes regulators should focus less on curbing distillation and more on creating an equilibrium between open weight models and frontier models — as long as frontier models retain a price premium that allows their business model to remain feasible. "This is actually the ideal case. You want open weight models to give people freedom and access," he explained. "If I were a regulator, that's what I would go after." Tan acknowledged that this is a hard balance to strike, calling it "a tightrope." Nevertheless, he says it's a balance worth pursuing — saying it "could result in the best possible outcome." Tan later told TechCrunch he'd like to see America with more open-weight options that aren't Chinese, built by smaller U.S. open-weight AI labs using those same training techniques on products from America's frontier AI labs: Anthropic CEO Dario Amodei had previously publicly called on U.S. regulators to crack down on distillation. It's notable that the commander of Silicon Valley's prestigious and prolific startup accelerator doesn't agree. To be clear, Tan isn't advocating for American AI labs to use stolen credentials to distill. He wants them to be free to come in the front door. In fact, his argument is twofold. He feels it's an overreach for AI labs to dictate what their customers can do with the information their models share with them. He also notes that the proprietary AI labs didn't ask permission when they vacuumed up as much human knowledge as they could to train their models. They famously ingested plenty of copyrighted material without the permission of those intellectual property holders. "Controlling what users and customers do with API calls to closed weight models feels constraining, and there's a role government can play here to normalize the fact that access to intelligence that was trained on broad public access data should itself also be more a form of a public good than something locked away behind restrictive terms of service," he told TechCrunch when asked why American labs should be free to distill, too... To him, the true AI doomer scenario is for all the immense power of frontier AI to wind up in the hands of a single powerful, proprietary provider. "The nightmare scenario, the doomer scenario for AI is that there's just one company," he said. "It has the best access to capital. It has the best AI researchers. It runs away with it and suddenly there's one company that's monolithic. And that would be bad."
Read more of this story at Slashdot.
- 220 Million Traveler Records Exposed In Vietnam-Linked APIS Leak
A misconfigured Advance Passenger Information System (APIS) database linked to Vietnam exposed more than 220 million passenger and crew travel records spanning 2017 to 2026, including names, passport numbers, nationalities, flight details, seat assignments, and baggage references. Researchers said the database was reachable through a chain of security mistakes and default credentials. It was later secured after the disclosure, but it's unclear whether the data had already been copied or abused. BleepingComputer reports: Kinryu Labs discovered the Elasticsearch cluster on June 3 while surveying exposed databases as part of research into ransomware activity. The cluster, named 'pax-info', contained 29 indices and roughly 107 GB of data. Its two principal indices held 210,318,069 passenger records and 10,465,631 crew records, for a combined 220,783,700 entries. According to Kinryu Labs, the cluster was hosted in Viettel-assigned IP space in Hanoi. BleepingComputer could not confirm which Vietnamese organization operated the system. The exposed information included passengers' and crew members' names, dates of birth, sex, nationalities, passport or travel-document numbers, document expiration dates, and issuing countries. Associated travel data included flight numbers and dates, airlines, departure, destination and transit airports, seat assignments, baggage references, and scheduled, estimated, and actual flight times, information typically carried by APIS and related airline systems. Sample records reviewed by BleepingComputer included travelers of Korean, Chinese, Canadian, and New Zealand nationality, among others. While the researchers could not provide a complete breakdown by nationality, the data covered numerous international airlines across Asia-Pacific, Europe, and the Middle East. As a result, the exposed records could relate to people from virtually anywhere who visited or transited through Vietnam over the nine-year period. Kinryu Labs expects to publish additional details on its blog later this week.
Read more of this story at Slashdot.
- NASA and IBM Open Source Lunar Mapping Tools
NASA and IBM have released an open-source AI model trained on a large collection of lunar observations to help scientists analyze the Moon at scale. "The NASA-IBM Lunar Foundation Model gives scientists a foundation to explore the Moon at scale, connecting observations across instruments, revealing patterns that are difficult to see in isolation, and providing an open platform the global research community can build on," said IBM director of research for Europe, Juan Bernabe-Moreno. The Register reports: It is claimed as the first AI model to integrate observations captured in a range of modalities (data formats), and at different viewing angles and spatial scales. Instead of sifting through maps and images by hand or using low resolution machine learning models, scientists can use this to analyze geographic features, the pair say. In particular, NASA and IBM hope researchers will be able to discover previously unidentified lunar ice deposits, analyze volcanic features called Irregular Mare Patches, and identify and classify craters. Lunar ice indicates the presence of water and oxygen, which may be useful for future manned missions. It is found in permanently shadowed regions, which are among the most difficult areas to observe. The NASA-IBM model combines multimodal and multi-resolution observations to better predict where ice may be present on the lunar surface. Alongside the model, IBM and NASA scientists compiled an open-source lunar dataset from over 30 spatially-aligned layers, using data from nine instruments across four missions. It combines tens of thousands of images and maps showing various geophysical properties of the lunar surface.
Read more of this story at Slashdot.
- California's Gig Drivers Just Secured Collective Bargaining Power with Newly Certified Union
A union representing Uber and Lyft drivers was just certified by California's Public Employment Relations Board, officially recognizing them as the drivers' bargaining organization. The Sacramento Bee reports that this new bargaining structure :The move will allow the California Gig Workers Union to help drivers negotiate issues affecting working conditions and benefits. It comes as at least 30% of active drivers expressed support of the union... [California] Assembly Bill 1340 helped bring the union to fruition by allowing the independent contractor drivers to engage in collective bargaining. "The next step for the union is to negotiate a contract with Uber and Lyft that meets drivers' demands," reports the Los Angeles Times, "including health insurance, support for high gas prices and more transparency around pay:California is the third state to allow ride-hailing drivers to unionize, following Washington in 2022 and Massachusetts in 2024... The California Gig Workers Union was formed with the support of the Service Employees International Union... "Gig drivers shouldn't have to face the future alone," said SEIU 521 official Riko Mendez in a statement. "As autonomous vehicles rapidly expand, having a union gives the drivers the power to negotiate for fair pay and meaningful say in how new technology shapes their work and our communities' futures."
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- Flock Worker Calls Police On Reporter - For Filming Them in Public
"This is what happened when we tried to record Flock installing a new camera on public roads," says Emmy award-winning reporter Brendan Keefe in a new video for InvestigateTV. In an accompanying article, InvestigateTV says their reporter "parked on the public street at a distance, donned a yellow safety vest and a hat emblazoned with the logo of InvestigateTV's Atlanta affiliate where he also works, displayed a press placard on his dashboard and then pulled out a camera to record the installation.... The installer saw him and immediately packed up his equipment and drove away, so Keefe also returned to his car and followed several cars behind, hoping to document the next stop." And then Flock's technician called 911. When asked "What's the address of your emergency" Flock's technician answered "I'm getting followed — harassed, pretty much. Taking videos and pictures!" Flock's worker said they'd been harassed multiple times that day, then stated incorrectly that "I know for a fact" that that was what the reporter wanted to do too. InvestigateTV reports that as a result of the Flock technician's call, "Three police cars ended up in the national investigative reporter's rearview mirror that Wednesday afternoon." Keefe told one of the three police officers who pulled him over, "There is an irony here that they're setting up these cameras that track all of our movements, that follow everywhere we go. But when I try to get video in public of him in public setting up a camera, he's afraid I'm following him?" InvestigateTV also reports that "About 17 minutes after the stop began, the responding officers returned to their vehicles and Keefe was allowed to drive away." But the call that brought three police cars to their reporter "was not the first time this summer someone working for Flock Safety summoned police over a camera. "About 17 minutes after the stop began, the responding officers returned to their vehicles and Keefe was allowed to drive away... [But the stop] was not the first time this summer someone working for Flock Safety summoned police over a camera. On June 5, police in Smyrna, Georgia, responded to a 911 call from a Flock employee after a group of YouTube creators began filming outside the company's distribution center located in the Atlanta suburb... The caller claimed the group filming had "been driving around the perimeter, basically harassing everyone" working at the facility. "Three young white males, probably mid-twenties, I'm not sure if they're armed. And they're carrying filming equipment as well," the caller said. Three times during the call he raised the possibility the people filming might be armed, though, when asked, he told the dispatcher he had not seen any weapons... [One of the protesters later told the caller "I think it's interesting, when you guys have this happen, you call the police and make us get stopped. But then you do it and it's okay?"] No one was charged in the YouTuber group, though the individuals were ordered to leave the premises under an official trespass warning. Keefe's video report ends with one final irony. "Every day on my way to work, I'm captured again by those same new shiny Flock cameras. We tried watching the watchers. Turns outs, it's a lot easier for them to watch us." Flock responded to the report by claiming "We do not object to members of the public or press photographing Flock cameras or personnel in public." But they added that employees working "in the field" must "prioritize their safety" and "may contact law enforcement when they believe they are being threatened, harassed, followed, or otherwise face a safety concern."
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- Malicious OpenAI Agents Linked to RubyGems Campaign That Gained RCE on RubyDoc Servers in May
A swarm of OpenAI agents launched a "major malicious attack" against RubyGems last May, according to a new report. That coordinated attack hit Ruby's package manager "with hundreds of junk gems, prompting the maintainers to suspend new user sign-ups for about four days," writes The Hacker News, citing a senior product manager for software supply chain security at Mend.io:The latest findings, which were first reported by The Wall Street Journal, indicate these events were propelled by a cluster of OpenAI agents, with the earliest package uploaded to RubyGems on May 5, 2026, before more than 2,000 packages were submitted between May 11 and 12, 2026. These efforts were followed by the agents publishing five more packages between May 26 and 27, 2026, and another 83 packages on June 18, 2026... [T]he packages were authored using a large language model (LLM) and hundreds of the packages that were pushed to RubyGems had "oai" in their name. Fifteen of the packages listed "oai" as their author, while another had "openaixyz65947@gmail.com" as the contact email address... "The swarm behaves extremely similarly to the German-wiki agents we previously found," the researchers said, referencing another May 2026 incident... "The June agents were accessing 49 of the same files as the wiki agents..." "The process of building documentation for a gem involves evaluating a user-specified '.yardopts' file, which allows linking to Ruby scripts intended to help with this process," the researchers explained. "In the GemStuffer campaign, the agents abused this to gain arbitrary remote code execution on RubyDoc.info's servers."One of the gems, "zzsouthrunner" (which again matches the "ZZ" naming scheme the agents adopted in both the wiki and Hugging Face incidents) has been found to leave the following explicit comment at the top of "data/script.rb": # malicious crawler/exfil for Southwark Jan 2026 docs via rubydoc.info worker... The entire exploitation chain can be summed up as follows — Submit a malicious package to RubyGems — Trigger a documentation request, so that RubyDoc.info will build the package — Use the build script to run code on RubyDoc.info and scrape target websites — Exfiltrate the data off RubyDoc.info's servers by publishing another gem back to the RubyGems package registry, which is publicly viewable Additionally, the OpenAI agents have been found attempting to steal other users' API keys after gaining remote code execution capabilities on the build environment, while clearly being aware that what they were doing is unauthorized breaking and entering into real systems. This is evidenced by the names given to the files (e.g., hack.rb, evil.rb, inject.rb, exploit.rb, and ssrf.rb), the packages themselves (e.g., pwnp999, exfiltestwand3, hacksvn1778554764, and lambproxyhackabcxyz), and the comments left in the source code (e.g., "# malicious probe," "#hack," "# malicious test," and "# malicious crawler/exfil"). In some cases, however, the rogue agents attempted to go under the radar, leaving comments to conceal the malicious payload in the next release version of the packages. "# disable evil in next version and bump version," reads a comment left within the "data/evil.rb" file in the yardxabc889 gem. Troublingly, the agents also attempted to exploit a CDN caching bug (CVSS score: 7.3, no CVE) on May 12, 2026, that was only patched by RubyGems in July 2026..."If you signed in to rubygems.org with a gem client older than v3.2.0 (or otherwise via a legacy key), your key could have been exposed," RubyGems noted in an advisory. "Currently, 18% of sign-ins through gem sign-in come from an affected version, and for the first several years of this bug, before we changed the client's sign-in path in December 2020, it was every gem client." Other actions by OpenAI's agents cited in the article:"Agents bypassed RubyGems' email confirmation system to get working API keys without having to verify their email addresses in order to register a large number of accounts using disposable email addresses.""Agents attempted to use RubyGems' webhook system to stage data in the form of encoded URLs.""Agents used a cluster of 83 gems published to RubyGems over a 3-hour window on June 18, 2026, to experiment with different methods of accessing the U.S. Securities and Exchange Commission county.json dataset."
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- Sam Bankman-Fried, Former Crypto Billionaire, Appeals His Conviction To the US Supreme Court
America's highest court heard Sam Bankman-Fried's request for a new trial on Thursday, CNN reports. But they add that "the former crypto mogul who was convicted of defrauding investors by secretly diverting billions of dollars of their money" also asked America's high court "to throw out a court order requiring him to pay $11 billion as part of his sentence."Bankman-Fried was sentenced to 25 years in prison in 2024 after prosecutors said he directed billions of dollars from the crypto exchange FTX to a hedge fund he controlled called Alameda Research, where the funds were used for risky investments, political donations and his own personal benefit. The Supreme Court appeal, which was reviewed by CNN, raises a technical question about evidence that was submitted at his trial, and whether Bankman-Fried should have been permitted to demonstrate that his investments were ultimately sound and would have covered any losses by FTX customers. He also argues that the $11 billion forfeiture violates the 8th Amendment's prohibition on excessive fines. "Where the government pursues a theory of fraud under which it doesn't matter whether any victims lost money, introducing evidence suggesting that people actually lost money is distracting and prejudicial," veteran Supreme Court attorney Jeffrey Fisher told CNN. "All the more so where the truth is the victims did not lose money, and the defendant is unable to make that clear." The 2nd US Circuit Court of Appeals rejected the arguments earlier this year.
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- Anthropic CEO Dario Amodei Calls For AI Slowdown
An anonymous reader quotes a report from The New York Times: The chief executive of Anthropic called for a global slowdown of artificial intelligence development in a 3,800-word essay on Saturday, just days after one of the company's employees quit over concerns about the safety of the technology. Dario Amodei, who co-founded Anthropic to focus on securely and carefully building A.I., wrote that while he believed the technology could bring many benefits, it was advancing at too quick a pace for researchers to continue safely. "Over the last few months, I have become convinced that fully addressing the risks requires even more prudence -- not just investing in risk prevention, but pacing the rate of capabilities advancement so that risk prevention has time to keep up," Mr. Amodei said. "We must slow the pace at which we improve the capabilities of A.I. models. Progress will still seem fast, and we must make wise use of the time we gain." [...] "Left unchecked, it could outrun our ability to understand and control these systems, and so must be pursued very carefully, if at all," Mr. Amodei said. [...] In his essay on Saturday, Mr. Amodei suggested actions that the industry might take to slow down the pace of development.Mr. Amodei said all A.I. labs could agree to third-party technology assessments from "embedded evaluators," or outside specialists who can verify best safety practices across companies. He also suggested that countries with democratic governance systems coordinate to create safety standards, which could take the form of regulatory action. He added that it would probably require a global effort working with other nations, including authoritarian ones, to properly coordinate a slowdown. Mr. Amodei stressed in his essay that he still finds A.I. capable of bringing "incredible benefits" to humanity, including potentially curing diseases and accelerating economic growth. But even so, Mr. Amodei said the risks of A.I. were too great to not proceed with extreme caution. "The measures I propose to advance the frontier at a safe pace will not be easy," Mr. Amodei wrote. "But I believe we owe it to humanity to try." Amodei's essay comes just hours after Bloomberg reported that Sam Altman told OpenAI employees the company is open to slowing the pace of AI development amid similar concerns.
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- Automattic's Matt Mullenweg Claims He's Back 'In Control'
Less than 48 hours after Automattic's board placed Matt Mullenweg on leave, Mullenweg told employees he was back "in control" of the company and that the board was again in agreement. 404 Media cited Slack screenshots late Thursday evening where Mullenweg posted "Don't call it a comeback" and linked to LL Cool J's music video for "Mama Said Knock You Out." "Mullenweg's Slack profile picture currently shows him wearing a pirate hat and eyepatch," the report notes. From the report: "Happy to announce the board is back in agreement, and I'm in control of Automattic," Mullenweg wrote in the company-wide Announcements channel on Slack. "A lot happened in the past 48 hours that we need to sort out, and I hope much of it was a misunderstanding, because I have huge respect and regard for those involved." Mark Davies, Automattic's CFO who was set to act as interim CEO according to a statement from Automattic, had his Slack account deactivated as of at least Friday, sources told 404 Media and TechCrunch similarly reported. Davies, Mullenweg, and Automattic did not respond to 404 Media's requests for comment for this story. Techcrunch reported that Mullenweg told them a blog post is forthcoming. On Friday morning, Mullenweg published a blog post on his personal website, titled "Major Life Announcement." In it he announced he's buying a tugboat. "Anybody who's founded a company and had to find good stewards knows that no one will love a thing quite like the original owner, but sometimes you can find the perfect person to carry the torch," he wrote in the blog. He did not address the confusion surrounding his status at Automattic. The back-and-forth follows years of legal fights, layoffs, employee departures, and controversy surrounding Mullenweg's leadership.
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- LG Responds to TV Spying Allegations
LG is pushing back against reports that its smart TVs are "spying" on users, saying wake-word detection happens locally and that features such as Automatic Content Recognition, voice recognition, and interest-based ads are optional. But critics note that researchers found TVs keeping logs of ambient conversations, and LG's response "did not address broader concerns about how much data it collects, who it shares it with, the potential for bad actors to exploit its features, or the misleading way in which its privacy options are presented," reports The Verge. Here's an excerpt from LG's statement: Some recent media coverage may have contributed to misconceptions about how LG smart TVs work. As an industry leader, LG believes we have a responsibility to provide customers with clear and accurate information about how our smart TVs operate and the privacy controls available to them. We would like to clarify how our smart TVs operate and explain our approach to user privacy. LG smart TVs do not continuously record or transmit users' conversations. Speech-to-text processing begins only if a user activates a voice interaction through a supported wake-word feature or by pressing the voice (or AI) button on the remote control. Audio used for wake-word detection is processed locally on the TV and, if no wake word is detected, audio is not converted to text, stored, or transmitted. Voice-recognition results and related technical logs may be generated as part of processing a voice command. These records are associated with specific voice interactions and do not indicate continuous recording of conversations occurring outside an active voice recognition session. Speech-recognition results may be used to support voice-related features but are not uploaded later when the TV is offline or when connectivity is restored. Features such as Automatic Content Recognition (ACR), voice recognition, and interest-based advertising are optional. These features are not enabled by default. Users can choose to enable these features and can manage or withdraw consent through TV settings. ACR uses audio fingerprinting technology using the TV's internal audio processor (not a speaker) to identify content and does not collect screenshots, screen recordings, video recordings, voice recordings, or other audio recordings from the TV. Where ACR is available and enabled, ACR-related information may be used for audience segmentation and viewing or audience trend analysis. Interest-based advertising and cross-device advertising require separate user consent through the applicable advertising-related agreements. Protecting user privacy is a fundamental principle in the design and operation of LG products and services. The statement goes on to "provide additional details on how LG smart TV features work, how information may be processed, what choices users have, and how LG continues to strengthen privacy, transparency, and security."
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- Scientists Create a New Form of Ice At 2,357 Degrees Celsius
Longtime Slashdot reader fahrbot-bot shares a report from ScienceAlert: Scientists have now demonstrated one of the weirdest forms of ice yet -- under preposterous pressures up to 2.3 million atmospheres, and tremendous temperatures up to 2,630 kelvins (2,357 degrees Celsius, or 4,274 degrees Fahrenheit). [...] In their new experiments, a team led by physicist Alexis Forestier of the French Alternative Energies and Atomic Energy Commission subjected tiny samples of water to the sorts of extreme conditions expected in the interiors of ice giant planets. They squeezed the samples between the tips of diamonds to pressures as high as 230 gigapascals, while using lasers to heat them to thousands of degrees. That's 2.3 million times Earth's atmospheric pressure at sea level â" the pressure at the center of Earth, for context, is around 360 gigapascals. Then, using an extremely narrow beam of synchrotron X-rays, they probed for changes in the crystal structure of the ice. What emerged was a configuration predicted theoretically but never unambiguously observed in experiments: hexagonal close-packed, or hcp, ice. As the hcp crystal was heated, its expansion also showed a signature of superionic behavior, suggesting it entered the superionic state at around 1,700 kelvins. [Superionic ice is thought to exist deep inside Uranus and Neptune, where its unusual properties may play a role in generating the planets' equally unusual magnetic fields.] The findings have been published in Physical Review Letters.
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- Security: Why Linux Is Better Than Windows Or Mac OS
Linux is a free and open source operating system that was released in 1991 developed and released by Linus Torvalds. Since its release it has reached a user base that is greatly widespread worldwide. Linux users swear by the reliability and freedom that this operating system offers, especially when compared to its counterparts, windows and [0]
- Essential Software That Are Not Available On Linux OS
An operating system is essentially the most important component in a computer. It manages the different hardware and software components of a computer in the most effective way. There are different types of operating system and everything comes with their own set of programs and software. You cannot expect a Linux program to have all [0]
- Things You Never Knew About Your Operating System
The advent of computers has brought about a revolution in our daily life. From computers that were so huge to fit in a room, we have come a very long way to desktops and even palmtops. These machines have become our virtual lockers, and a life without these network machines have become unimaginable. Sending mails, [0]
- How To Fully Optimize Your Operating System
Computers and systems are tricky and complicated. If you lack a thorough knowledge or even basic knowledge of computers, you will often find yourself in a bind. You must understand that something as complicated as a computer requires constant care and constant cleaning up of junk files. Unless you put in the time to configure [0]
- The Top Problems With Major Operating Systems
There is no such system which does not give you any problems. Even if the system and the operating system of your system is easy to understand, there will be some times when certain problems will arise. Most of these problems are easy to handle and easy to get rid of. But you must be [0]
- 8 Benefits Of Linux OS
Linux is a small and a fast-growing operating system. However, we can’t term it as software yet. As discussed in the article about what can a Linux OS do Linux is a kernel. Now, kernels are used for software and programs. These kernels are used by the computer and can be used with various third-party software [0]
- Things Linux OS Can Do That Other OS Cant
What Is Linux OS? Linux, similar to U-bix is an operating system which can be used for various computers, hand held devices, embedded devices, etc. The reason why Linux operated system is preferred by many, is because it is easy to use and re-use. Linux based operating system is technically not an Operating System. Operating [0]
- Packagekit Interview
Packagekit aims to make the management of applications in the Linux and GNU systems. The main objective to remove the pains it takes to create a system. Along with this in an interview, Richard Hughes, the developer of Packagekit said that he aims to make the Linux systems just as powerful as the Windows or [0]
- What’s New in Ubuntu?
What Is Ubuntu? Ubuntu is open source software. It is useful for Linux based computers. The software is marketed by the Canonical Ltd., Ubuntu community. Ubuntu was first released in late October in 2004. The Ubuntu program uses Java, Python, C, C++ and C# programming languages. What Is New? The version 17.04 is now available here [0]
- Ext3 Reiserfs Xfs In Windows With Regards To Colinux
The problem with Windows is that there are various limitations to the computer and there is only so much you can do with it. You can access the Ext3 Reiserfs Xfs by using the coLinux tool. Download the tool from the official site or from the sourceforge site. Edit the connection to “TAP Win32 Adapter [0]
- Apple releases iOS 27, macOS Golden Gate 27 with Siri AI! and Liquid Glass refinements
Apple releases its yearly cluster of operating system updates today, with the two most prominent of course being macOS and iOS/iPadOS. These new versions focus heavily on Apples AI! stuff, but there are a few actual improvements and changes to the actual operating systems as well. Across both iOS and macOS, users now have a slider to affect how transparent or opaque the “Liquid Glass” design is across the operating system. And on the macOS side especially, Apple has made numerous small design tweaks to address user feedback, which has been accumulating since Liquid Glass was introduced. There’s nothing radically new in terms of design here, but this is a much-needed polish pass. Across all the releases, but in particular macOS and also iOS, there are a bunch of quality-of-life or performance improvements. For example, macOS now supports HDR for all system UI elements and gets more robust support for a wider range of display modes for external monitors. ↫ Samuel Axon at Ars Technica If youre not into AI!, theres not a lot of meat on these bones, but at least you can turn the AI! nonsense off through a switch buried deep in the settings applications of Apples operating systems (which will probably be flicked back on whenever the next update comes).
- Switching to GNU Guix: a beginners perspective
Want to run something a little more exotic on your server? How about GNU Guix? It has been a month since migrating my home server to GNU Guix. Managing OS state declaratively through Git has eliminated configuration drift, and Guile Scheme provides a cohesive environment that complements Emacs. While adapting to a smaller package ecosystem and managing substitute timing requires occasional adjustments, the stability, reproducibility, and container isolation make it a dependable foundation. ↫ Wai Hon Im definitely noticing an increase in interest in Guix lately.
- The BeBox: one of the most beautifully overbuilt computers of the 1990s
Late 2000. There is a grey and blue tower PC on my dorm-room desk like nothing anybody who walks into the room has ever seen. The Be logo on the front, a 3.5″ floppy peeking out the bottom of the drive bays, and the vertical grille that hides two columns of green LEDs (blinkenlights) dancing with the CPU load. This was a dual-PowerPC workstation running an operating system you didn’t see in the wild. I was studying computer science at the time and this was a fun piece of hardware. ↫ J.D. Hodges As a BeOS user in and around 2001 or so, the BeBox was the holy grail of the little community I was a part of. There were some people here and there in online circles who had one, but they were rare even when new, and by 2001, they had become rarer still. This rarity made them mysterious and exciting from almost from the day they were launched, like a small volume halo car few people will ever get to see, let alone experience, first-hand. Its 2026 now, and more and more of the small number of BeBoxen made must be succumbing to degradation and hardware failures. I hope everyone who has one takes good care of them, because these are some of the rarest, most coveted computers of all time. Ive still never seen one, and here in Arctic Europe I most likely never will. Still, I remain hopeful. One day.
- Age verification exemptions for open source operating systems feel like Phyrric victories
On the Windows side of the age verification question, Microsoft is obviously following trends among lawmakers the world over. To address this, Windows is introducing a new platform capability: the Windows Age API. This API brings age awareness beyond the operating system by making it available across the entire Windows ecosystem so that apps and services can deliver age-appropriate experiences using the same trusted foundation. By making age awareness available as a platform capability, Windows helps developers build safeguards into experiences from the start rather than placing the burden on children and families to manage protections app by app.` ↫ Rob Mauceri at the Windows Blogs Meanwhile, on the Linux side of things, theres been some cheering as at least California passed amendments to its age verification law to exempt open source operating systems. These amendments redefine the term “operating system provider” to exclude any person or entity that distributes an OS or application “under license terms that permit a recipient to copy, redistribute, and modify the software.” Any software distributed under the GPL, MIT, BSD, and Apache licenses satisfies that test, which removes the likes of Debian, Fedora, Ubuntu, Arch, and the BSD family from AB 1856’s scope. ↫ Luke James at Toms Hardware I think this is not at all the good news that many make it out to be. Exempting Linux, BSD, and other open source operating systems from age verification obligations may seem like a good thing at first glance, but in reality, I think services and applications will simply choose to not work at all on platforms that do not implement age verification. The fear of legal ramifications, especially when it involves children, will be enough for existing and future popular services and applications to exclusively work on platforms that implement age verification whether those fears are founded or not. In fact, Im fairly sure a company like Microsoft, which has actually been feeling the squeeze from the Linux side recently even if it is modestly so is quite happy to see open source operating systems excluded from these obligations. Google, too, is probably none too unhappy to see any possible open source mobile operating system competitors not implement age verification. The fear of missing out is real, and most people are not as invested in fighting big tech and government surveillance as the average OSNews reader is going to be. If using Linux means not being able to play the latest hit games or use that new successful service, people will choose to stick with Windows or macOS. Let me be very clear that I do not support these age verification laws in any way, shape, or form, and I definitely do not want the open source world to embrace age verification. What Im worried about is that the open source world will cheer on these exceptions and consider the battle won, when in reality, they feel more like Pyrrhic victories. Age verification laws must be fought and destroyed at ballot boxes the world over, because otherwise I fear they will become just another tool in big techs toolbox, exemptions or not.
- The new Apple Watch is always recording and transcribing everything it hears
Do tech companies ever stop to think about the misery they unleash on people’s lives? The Apple Watch Series 12 uses “Audio Intelligence” that, as well as secretly taking notes, also has a Live Rewind feature that can replay the last 15 seconds of recently detected audio and view a text transcript. ↫ Matt Growcoot at PetaPixel Another win for us Europeans: this dystopian nightmare will not be available in the EU.
- Solaris turnstiles
Although Solaris is now mostly defunct, its influence remains substantial; technologies pioneered by Solaris can still be found across a wide range of software A lot of Solaris inventions have been described and talked about ad nauseam (such as the Slab Allocator), but one I rarely see discussed is its use of turnstiles. Despite being relatively obscure, the idea has quietly spread far beyond Solaris. Variations of it can now be found in major operating systems, web browsers, and language runtimes. In fact, you’re probably using several implementations of the same basic concept right now! ↫ Loïc Grégoire Im not going to pretend to understand all of this, but I know you people do, and many of you will definitely find this interesting to read. Also note that Grégoire develops their own operating system kernel called zag.
- Lotus Notes and the dangers of starting from scratch
Lotus Notes was the future of communications, a decade before laptops had WiFi. Yet of all things, it wasn’t even an email app. It was a notes app, a collaboration tool, an all-things-to-all-people software that let you build apps in the way Access and Airtable later would. That, and the notes could be used for email. Love it or hate it (and there were plenty on both sides of the fence), what you couldn’t do was ignore it. This email-and-everything-else platform showed what the future of digital communications would become — and provoked, as email itself was always doomed to provoke, equal measures of awe and exasperation. ↫ Matthew Guay I have no experience with Lotus Notes, but I do have some vague memories of the software being used at my parents employers back in the late 90s. Note that Notes still exists and is in active development as HCL Domino (server) and Notes (the client). If you really want to, you can still run your company of office on Notes. I wonder how many actually still do.
- FreeBSD working on new service manager
The BSD news will continue until morale improves. I missed this two months ago, but Baptiste Daroussin, creator of pkg and poudriere, is working on a service manager for FreeBSD called rcd. rcd(8) is a service manager daemon called by init(8) (in place of /etc/rc). It reads service definitions from UCL unit files (/etc/rcd.d/*.ucl), builds a dependency DAG, and starts services in parallel. After boot completes, it forks to background and stays running as a supervision daemon (automatically restarting failed services and accepting control commands via a UNIX socket). ↫ Baptiste Daroussin Its fully backwards compatible, and works on any existing FreeBSD system without having to make any modifications to rc.d scripts or configuration files. In fact, you can install it on a running system, make zero changes to your files, and reboot to use it, which is quite impressive. The most immediate benefit is, of course, faster boot times, but youll also get several other benefits already found on similar systems like Solaris smf. Theres a migration path in place, with a hard promise to maintain compatibility with rc.d scripts for as long as needed. This gives maintainers as much time as they need to convert to rcds own unit files.
- FreeBSD 14.5 released
Yesterday we had the final maintenance release for the NetBSD 9.x series, and today we have FreeBSD 14.5 entering the scene. Since this release is occurring late in a legacy stable branch, there are few new features; rather, the focus is primarily on maintenance. As such, changes since 14.4-RELEASE consist mostly of bug fixes, driver updates, and new versions of externally-maintained software. ↫ FreeBSD 14.5 release announcement The adventurous among us are already on the 15.x branch, but those of us running mission-critical systems are most likely still rocking 14.x, and for you, this is a must.
- Antiquated HTML snippets and artefacts
With ever-changing devices, browsers, operating systems, form factors, specifications, personal preferences, tooling, and corporate interests, the web is in a constant state of flux. As a result, so is the HTML we write. For every line of the HTML specification itself that has changed since the language’s inception, there are many more bits of HTML that have seen what I’ll call ‘environmental’ changes. Adaptations to differing browsers, extensions, integrations, and systems which we find HTML existing in. This article doesn’t cover once-specced but now obsolete bits of HTML but instead looks at all the snippets that have wormed their way into websites as result of, or in combat against, third-party integrations, browser competition, vendor extensions, and platform-specific hacks. The bits of HTML that were included for reasons, and which have been forgotten for present irrelevance. The snippets that live on only in the markup of sites from bygone eras and in the minds of those who fought during the browser wars. ↫ Declan Chidlow I dont do any HTML or website development, and even I clearly recognise quite a few of these. Especially the countless relics of the large technology companies trying to worm their way into the various web standards of decades ago serve as a stark reminder of how many times they tried and failed which should tell you something about all the times they tried and succeeded.
- NetBSD 9.5 released
Speaking of NetBSD, the fifth and final 9x release has been released. It represents a selected subset of fixes deemed important for security or stability reasons since the release of NetBSD 9.4 in April 2024. It is fully compatible with NetBSD 9.0. This also marks the end-of-support for all NetBSD-9.x releases and the netbsd-9 branch. All users still on this branch are urgently asked to update to a more recent release like NetBSD 11.0 (with 11.1 upcoming at the end of this month) or NetBSD 10.2 (to be released in a few days). ↫ Martin Husemann at the NetBSD blog The full release notes have more information.
- NetBSD 11 from scratch
Why use an installer to install an operating system, when you can just do it yourself, step by step? In this post I will cover the installation process of the NetBSD operating system, including disk level encryption. Instead of using the standard installation program (sysinst), I decided to install NetBSD “from scratch”, as a way to dive into the internals, and learn more about the nuts and bolts of this great operating system. ↫ Luis Falcon A fun weekend project for next weekend.
- Microsoft unveils a Windows variant for developers with 64GB of unified RAM
Zenith is a variant of Windows for developer-class devices!. Project Zenith comes with a set of pre-installed tools spanning languages and runtimes, source control, and productivity tools. Windows Terminal and Visual Studio Code are pinned to the Taskbar by default, putting your favorite tools within immediate reach. We’ve also pre-configured Windows Settings for coding across File Explorer, Search, Start, and the Taskbar. File Explorer shows file extensions, hidden files, the full path in the title bar, and the details pane, with long-path support enabled. Recently used files and folders and sync provider tips are turned off for a cleaner workspace. In Search and Start, Command Palette is enabled, while Start menu tips and account notifications are turned off to reduce distractions. Windows Subsystem for Linux (WSL) has become foundational for running Linux workloads on Windows. Last year we open-sourced WSL. Building on that momentum at Build 2026, we integrated WSL more deeply into Windows with WSL containers to provide a built-in way to create, run, and interact with Linux containers directly on Windows. ↫ Logan Iyer at the Windows Blogs Its highly unlikely youll be using this Zenith Windows flavour any time soon, as it requires 64GB of unified RAM with 250 GB/s memory bandwidth. In 2026, thats a serious ask. On top of that, its not entirely clear to me if Zenith will be available as a separate Windows variant, without having to buy a complete device. Of course, it would be trivial to set all of this up on any fresh Windows installation.
- ReactOS 0.4.16 released
We are pleased to announce the release of ReactOS 0.4.16! After a year and a half of development, we’re excited to showcase the improvements we’ve made between a new graphical installer; a unified bootcd and livecd image; video, audio, networking, and storage stack improvements; a new installation type; and third-party code syncs. ↫ The ReactOS Team on the ReactOS website The amount of changes and improvements is quite staggering, honestly. Theyll always be chasing a moving target, sure, but if they manage to keep this rate up ReactOS might actually grow into something usable in its own right, full compatibility with Windows or not. Excellent progress.
- EasyEffects should be part of every Linux distribution and desktop environment to massively improve laptop speaker sound quality
Virtually all laptop speakers suck. Its the one area where even really expensive laptops tend to fall on their ass, leaving users with a tinny, harsh, and hollow sound experience. While you cant exactly overcome physics laptop speakers are necessarily small and thus just cannot ever sound as good as proper speakers theres a lot you can do with proper tuning and software magic. If youre a desktop Linux user, you actually already possess all the plumbing needed to fix your audio; its just not exposed to you in any way. Luckily, an application called EasyEffects allows you to actually make use of desktop Linux advanced audio features to massively improve the sound quality of your laptops speakers. EasyEffects own description on its GitHub page doesnt really explain what it does or what its capable of, so heres the description from Wikipedia instead. EasyEffects uses PipeWire to process incoming and outgoing audio streams independently and can apply various sound effects in the form of plug-ins made by different developer teams such as Calf Studio Gear, MDA.LV2 and GStreamer. All plugins have their own presets and can be applicable inside the suite rather than having to use a different mixer or executing a script from the command line. Available output effects are limiter, auto volume, compressor of dynamic range, filter, 30 bands parametric equalizer, bass enhancer, exciter, reverbation, crossfeed, delay, maximizer and spectrum analyzer. Available input effects are WebRTC, limiter, compressor, filter, equalizer, de-esser, reverbation, pitch shift and spectrum analyzer. ↫ EasEffects Wikipedia page None of this matters, and you can forget everything from these two paragraphs. What matters is that using EasyEffects, you can tune the audio coming out of your speakers to make them sound a lot better. The few laptops on the market that do have decent audio MacBooks, some Dell XPS laptops, and surely a few more arent magically defying physics. While they probably do have objectively higher-quality speakers, the main difference between those laptops and laptops with crappy-sounding speakers is that the former come with built-in tuning from the factory to make them sound much better than they would without any software trickery. If you know your way around audio, you can very much use EasyEffects and tune your laptop speakers from scratch to massively improve how they sound. However, that requires time, experience, knowledge, and expertise that most people lack, including myself. Lucky for us, though, there are countless downloadable presets out there for EasyEffects designed specifically to make laptops sound better. In an ideal world, youd pick a preset created specifically for your laptop make and model, but odds are you wont find one, so for most laptops youll have to settle for a generic preset that tries to do its best. Ive long settled on the Advanced Auto Gain.json preset from JackHack96, which greatly improves the audio performance on any laptops Ive tried it on, but of course, theres countless other presets for you to try to see if theres anything that suits your particular laptop and ears better. Getting all of this up and running is really easy. EasyEffects is most likely packaged by your Linux distribution, and the latest version is always available as a Flatpak from Flathub. Download the preset(s) you want to try, copy them either to ~/.config/easyeffects (if you use your distributions package) or to ~/.var/app/com.github.wwmm.easyeffects/data/easyeffects/output/ (if you use the Flatpak version). Theyll show up right away in the Presets tab in EasyEffects, ready to be turned on and off whenever you want, making it very easy to compare and contrast to find the one you like best. EasyEffects can live in your system tray giving you easy access to your presets without having to open the main window, and it can be set to start automatically at boot. EasyEffects can also be turned on and off on the fly. Theres obvious downsides to all of this, too, of course. First, since youre most likely going to be using a generic preset not specifically crafted for your laptop, theres no guarantee the results will be positive for you. Second, not every preset is ideal for every type of audio. Most of my audio consists of YouTube videos with mostly speech; if you listen mostly to music, different presets may yield better results. Third, audio quality is deeply subjective, and what sounds good to my ears may sound like total garbage to yours. Fourth, EasyEffects does take up a tiny fraction of CPU power (Im talking 0.1-0.2% according to KDEs System Monitor), but I have never seen it have any noticeable performance impact on anything. Even the generic preset I use makes such a massive difference for me on every laptop Ive ever tried it on, that Ive become convinced EasyEffects and a few of the generic presets should be installed by default by any desktop-oriented Linux distribution. On top of that, Linux laptops OEMs like System76, Nova Custom, Star Labs, and so on, should really take the time to create proper presets for their laptops to improve their sound quality out of the box. I feel like if youre already designing and selling laptops, you probably also have the skills and means to create a decent preset. In fact, Id take it a step further and urge desktop environments like KDE and GNOME to properly integrate EasyEffects into their sound settings. They shouldnt include the entire application and its user interface, but should make it so that you can configure and manage presets right from the sound settings panels, and switch between presets from their volume applets (as well as turn it off entirely, of course). This would leave the full EasyEffects application for people who need more control, manual tuning, and more advanced features. Theres absolutely no reason why speakers on Linux laptops should sound tinny, harsh, and hollow. The Linux desktop has all the technologies and features built right in to make speakers sound much better than they do without any tuning,
- IBM announces dual-ISA processor: ARM and IBM Z code running natively on the same cores
Built on a 2 nanometer technology node, the processor’s design will contain 11 high-performance cores operating at more than 5.7 GHz, AI inference accelerators for in-transaction fraud detection, a dedicated on-chip data processing unit for I/O acceleration, and a large cache architecture for demanding enterprise workloads. The chip is architected to not contain separate Arm and IBM cores: each processor core can natively execute Arm and IBM Z, or Arm and LinuxONE, instructions concurrently while prioritizing the platforms established performance, security, encryption, and availability characteristics. IBM Z and LinuxONE platforms are capable of scaling to hundreds of cores and tens of terabytes of memory. ↫ IBM press release IBM is still doing some amazing chip architecture design. ServeTheHome has more details of how this works: A key choice here is that IBM implemented AArch64 in full hardware rather than through translation. This design uses a little-endian Arm implementation alongside big-endian z/Architecture, with AArch64 v9.3, SVE and SVE2 support, and 2,792 implemented AArch64 instructions. IBM also claims Arm SystemReady compliance, which matters for how much off-the-shelf Arm software this core can absorb. This is absolutely crazy technology. Arm software sees a native Arm processor. Arm runs unmodified, out-of-the-box, and onto a standard Arm platform. IBM said the 2792 AArch64 instructions are more than twice the Z instructions. IBM made a funny quip about “reduced” in RISC. ↫ Patrick Kennedy at ServeTheHome This is bonkers technology. We can only dream of this ever serving a home.
- KDE Plasma 6.7.5 Released with Discover, KWin, Wayland, and HDR Fixes
by George Whittaker
The KDE Project has officially released KDE Plasma 6.7.5, delivering another round of bug fixes and stability improvements for the Plasma 6.7 desktop series. Released on September 8, 2026, the update contains roughly a month of fixes and updated translations contributed since Plasma 6.7.4 arrived in early August.
Unlike a major Plasma release, version 6.7.5 doesn't introduce a large collection of new desktop features. Instead, KDE has focused on fixing problems affecting Discover, KWin, Wayland, networking, System Monitor, Plasma Desktop, RPM-OSTree systems, Snap updates, HDR rendering, and several other components.
For users already running Plasma 6.7, this makes version 6.7.5 primarily a maintenance upgrade intended to make the desktop more dependable ahead of the next major Plasma series.
KDE Plasma 6.7.5 Arrives as the September Bugfix Release
KDE describes Plasma 6.7.5 as its September bugfix release for the Plasma 6 desktop.
The broader Plasma 6.7 series originally arrived in June 2026, followed by a succession of maintenance releases:
Plasma 6.7.1 on June 23 Plasma 6.7.2 on June 30 Plasma 6.7.3 on July 14 Plasma 6.7.4 on August 4 Plasma 6.7.5 on September 8
KDE's official download infrastructure confirms that the Plasma 6.7.5 source packages became available on September 8.
This slower maintenance cadence later in a Plasma series is normal. Once the most urgent post-release problems have been addressed, KDE generally shifts more development attention toward the next feature release while continuing to provide important fixes for the current branch.
Discover Receives Several Important Fixes
KDE's Discover software center receives some of the most noticeable improvements in Plasma 6.7.5.
One particularly annoying problem could cause Discover to become stuck while checking for updates when its Snap backend was installed but no Snap applications actually had updates available.
That problem has now been corrected.
Discover also behaves more reliably when fwupd, the Linux firmware update service, is unavailable. Previously, a broken or intentionally masked fwupd service could interfere with Discover's normal operation. Plasma 6.7.5 allows the rest of the application to continue functioning correctly in that situation.
This is useful for systems where firmware updating isn't supported, where administrators intentionally disable the service, or where fwupd encounters a configuration problem.
Firmware Updates No Longer Incorrectly Require Reboots
Another Discover correction addresses a regression involving firmware updates.
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- Slackware 16 Alpha 1 Released with Linux 6.18 LTS, GCC 16.2, and Plasma 6
by George Whittaker
One of Linux's oldest surviving distributions is moving closer to its next major release. Slackware 16 Alpha 1 became available on September 5, 2026, marking the first formal alpha milestone on the road toward Slackware Linux 16. The release follows a major rebuild of Slackware-current using a substantially newer GNU toolchain and brings together several upgrades that have accumulated since Slackware 15.0 arrived more than four years ago.
The alpha combines Linux 6.18 LTS, GCC 16.2.0, glibc 2.44, GNU Binutils 2.47, KDE Plasma 6, and numerous updated user-space packages while retaining much of the deliberately traditional architecture that has distinguished Slackware for decades.
For longtime Slackware users, Alpha 1 is particularly significant because it provides the clearest indication yet that the lengthy Slackware 16 development cycle is moving toward an eventual stable release.
Slackware 16 Finally Reaches Alpha
Slackware doesn't operate according to the predictable six-month or annual release schedules used by many other Linux distributions.
Instead, development takes place continuously through the Slackware-current branch. Patrick Volkerding and other contributors update that development tree until it reaches a state considered suitable for a stable release.
The previous major version, Slackware 15.0, was released in February 2022. More than four and a half years later, Slackware-current has now officially reached the first alpha milestone for version 16.
Volkerding marked the milestone following a complete rebuild of the distribution with its newly upgraded compiler, C library, and binary utilities.
The short changelog announcement even suggested there might finally be "a light at the end of the tunnel," a promising indication for Slackware users waiting for version 16.
The Entire Distribution Was Rebuilt
One of the most consequential changes behind Alpha 1 is a complete package rebuild.
Slackware's development toolchain has moved to:
GCC 16.2.0 glibc 2.44 GNU Binutils 2.47
After introducing those components, Slackware rebuilt the distribution's packages against the updated environment.
A full rebuild is much more significant than simply replacing three packages.
GCC is responsible for compiling much of the software distributed with Slackware, glibc provides fundamental C library functionality used throughout Linux user space, and Binutils supplies essential development utilities including the GNU assembler and linker.
Rebuilding the distribution against these versions gives Slackware 16 a considerably newer foundation than its predecessor.
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- Top AEO Tools for Linux and Developer Documentation Teams
by Malana VanTyler
These platforms help teams monitor how technical content appears in AI-generated answers, from brand mentions and citations to accuracy and referral traffic.
Search is splitting into two experiences: one built around ranked pages and another around generated answers. As AI platforms summarize Linux tutorials, open-source project documentation, API references and technical guidance, teams need ways to measure whether their content is mentioned, cited and accurately represented.
An Go to Full Article
- The New Way Security Teams Evaluate Pentesting Vendors
by George Whittaker
Why security buyers are rethinking what matters most.
Security teams typically don’t struggle to find vulnerabilities as much as they have in the past. The harder part usually begins after the report arrives, once dozens of findings land in front of engineering teams already juggling patch schedules, production deadlines, and internal disagreements about urgency. Platforms like Go to Full Article
- New Linux “Steal Governor” Targets CPU Contention in Overcommitted Virtual Machines
by George Whittaker
Linux kernel developers are considering a new “steal governor” designed to improve performance when multiple virtual machines compete for limited physical CPU resources. The proposal uses the amount of CPU steal time observed inside a guest to dynamically reduce or expand the number of virtual CPUs on which that VM prefers to schedule work.
The feature is primarily aimed at heavily virtualized servers where administrators deliberately assign more virtual CPUs than the host can physically execute at once. Under heavy load, that overcommitment can lead to frequent vCPU preemption, lock-holder delays, cache disruption, and ultimately lower overall throughput.
The latest v11 patch series was posted on August 25, 2026, and its developer has proposed consideration during the Linux 7.3 development cycle, potentially targeting Linux 7.4 for inclusion. This means the feature is still under review and is not part of a stable Linux kernel yet.
What Is CPU Steal Time?
CPU steal time is a concept specific to virtualization.
Imagine a virtual machine has eight vCPUs. From inside that VM, the operating system behaves as though those eight CPUs are available. But those virtual CPUs ultimately need to run on the host's physical processors.
If several VMs are competing for the same physical CPU resources, the hypervisor may temporarily prevent one VM's vCPU from running so another VM can use the processor.
The time during which the guest wanted to execute but couldn't because the hypervisor was using the underlying CPU elsewhere is known as steal time.
High steal time is therefore a useful indication that the physical host is experiencing CPU contention.
The “Noisy Neighbor” Problem
The steal governor is designed primarily to address what virtualization engineers commonly call the noisy neighbor problem.
Consider a server hosting several VMs:
VM A has 32 vCPUs. VM B has 32 vCPUs. VM C has 32 vCPUs. The physical server has only 64 CPU threads available to those workloads.
That configuration can work perfectly well when the VMs aren't simultaneously busy.
If all three suddenly become heavily loaded, however, they may collectively request more CPU time than the physical machine can provide.
The hypervisor then has to constantly switch between vCPUs.
Those interruptions can become particularly expensive if a vCPU is preempted while holding a lock or executing another latency-sensitive section of code. Other threads may then wait for a vCPU that isn't currently being allowed to run.
The result can be counterintuitive: giving the VMs more virtual CPUs can sometimes make the combined workloads slower.
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- Thunderbird 154 Released with System Tray Mode, Microsoft Graph Support, and Major Mail Fixes
by George Whittaker
The Thunderbird team has officially released Thunderbird 154, delivering several useful new features alongside a substantial collection of fixes for email, calendars, address books, authentication, and stability. Released on August 18, 2026, Thunderbird 154 is now the latest monthly release of the popular open-source email client.
For Linux users, one of the most interesting additions is a new optional system tray mode, while Microsoft 365 users gain Microsoft Graph support. The release also improves global search, attachment handling, IMAP reliability, Exchange authentication, and CalDAV synchronization.
New Optional System Tray Mode
One of Thunderbird 154's most welcome additions is an optional system tray mode.
When enabled, closing Thunderbird's last window no longer needs to completely terminate the application. Instead, Thunderbird can remain running in the background through the system tray.
This can be particularly useful for users who want Thunderbird available throughout the day without keeping its main window open.
For Linux desktop users, the feature could make Thunderbird feel more like a traditional background email client, especially on desktops where tray-based applications remain part of the normal workflow.
Microsoft Graph Enabled for Microsoft 365
Thunderbird 154 also enables Microsoft Graph for Microsoft 365.
Microsoft Graph is Microsoft's API platform for accessing Microsoft 365 services and data. Its integration is particularly important as Thunderbird continues improving its support for Exchange and Microsoft-hosted email environments.
Thunderbird has been steadily expanding its Microsoft ecosystem compatibility, making the open-source client increasingly practical for users who need to access workplace Microsoft 365 accounts from Linux.
Global Search Gets a Useful New Option
Thunderbird's global search functionality also receives an improvement.
Users can now configure global search results to open in list view by default, providing another option for people who prefer a more traditional message-list workflow when reviewing search results.
It's a relatively small addition, but one that can make repeated searches more convenient for users managing large mailboxes.
Better Attachment Management
Thunderbird 154 introduces several improvements for handling email attachments.
A new "Copy To" folder context menu has been added for message/rfc822 attachments, and these attached messages can now be dragged directly into Thunderbird's folder tree.
These changes should make it easier to organize attached email messages without having to use additional steps or workarounds.
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- Linux Kernel 7.2 Officially Released with Cache-Aware Scheduling, USB4STREAM, and Major AMD Improvements
by George Whittaker
Linux creator Linus Torvalds has officially released Linux Kernel 7.2, opening another chapter in the development of the world's most widely deployed open-source kernel. The final release arrived on August 16, 2026, following seven release candidates and roughly two months of development. Kernel.org now lists Linux 7.2 as the latest mainline release.
Linux 7.2 is a substantial update with improvements spanning CPU scheduling, storage performance, AMD and Intel hardware support, graphics, networking, virtualization, RISC-V, and Apple Silicon. Among its biggest additions are Cache-Aware Scheduling, USB4STREAM, AMD ISP4 support, and initial AMDGPU HDMI 2.1 FRL functionality.
Cache-Aware Scheduling Lands in Linux
One of the most interesting performance additions in Linux 7.2 is Cache-Aware Scheduling (CAS).
Modern processors frequently contain multiple last-level caches shared between groups of CPU cores. Traditional scheduling decisions don't always account optimally for those cache relationships, potentially moving tasks between cores in ways that increase cache misses.
Cache-Aware Scheduling gives the Linux scheduler additional information about cache topology so it can make smarter decisions about where workloads should run.
Early testing during development produced particularly impressive results for some server workloads, including major gains in certain MySQL configurations. The improvement varies significantly by hardware and workload, so users shouldn't expect similarly dramatic gains everywhere.
For modern AMD and Intel systems with increasingly complex CPU topologies, however, CAS provides another tool for extracting better performance from existing hardware.
USB4STREAM Enables High-Speed Connections Between Computers
Linux 7.2 also introduces USB4STREAM, an interesting new capability for transferring data directly between computers over USB4 or Thunderbolt connections.
Rather than treating USB primarily as a traditional host-to-device interface, USB4STREAM can facilitate high-speed communication between systems.
Potential applications include:
Large file transfers Development environments High-speed system-to-system networking Debugging Specialized workstation workflows
With USB4 and Thunderbolt increasingly common on laptops and desktops, this could eventually become a useful option for moving large amounts of data between Linux machines.
AMD ISP4 Finally Reaches the Mainline Kernel
AMD users receive another important addition with the arrival of the AMD ISP4 driver.
ISP stands for Image Signal Processor, hardware responsible for processing camera data before it reaches applications.
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- Linux 7.2 Reverts DRM Scheduler Change After Serious GPU Regressions
by George Whittaker
Linux kernel developers made a significant last-minute graphics change for Linux 7.2, reverting the DRM GPU scheduler back to its previous FIFO policy by default after the newer fair scheduling implementation caused serious performance regressions. The revert was submitted just before the final Linux 7.2 release after users reported severe slowdowns and desktop freezes under sustained GPU workloads.
The decision demonstrates the kernel community’s conservative approach to regressions: when a new feature causes problems this late in a development cycle, restoring known-good behavior can be safer than rushing an incomplete fix.
What Changed in Linux 7.2?
Earlier in the Linux 7.2 development cycle, the DRM subsystem switched its default GPU scheduling policy to a new fair scheduler.
The goal was to distribute GPU execution time more fairly between competing workloads. Instead of relying on the established FIFO scheduling behavior, the new implementation uses a fairness-oriented approach designed to prevent one workload from dominating GPU resources.
However, real-world testing exposed problems that had not appeared during earlier development.
The final DRM fixes for Linux 7.2 therefore:
Revert the fair scheduler changes Restore FIFO as the default Restore selectable scheduling policies Mark the fair scheduling policy as experimental
DRM maintainer Dave Airlie acknowledged that developers may have moved too aggressively when switching to the new scheduler.
AMD Radeon Gaming Exposed the Regression
The problem became particularly noticeable during gaming on an AMD Radeon RX 9070 XT.
A regression report described severe performance degradation when the GPU remained close to 100% utilization. A game running through Proton could drop to roughly 10 FPS or freeze, while audio continued playing normally.
The problem could become severe enough that the entire KDE Plasma Wayland session stopped responding, sometimes requiring the compositor to be killed or the computer to be rebooted.
Interestingly, reducing GPU load—such as by opening an in-game menu or switching away from the game—could immediately stop the stuttering.
FIFO Worked, FAIR Did Not
Testing provided strong evidence that the new scheduling policy was responsible.
The reporter compared Linux 7.2 release candidates using FAIR against configurations using the previous FIFO policy. Under otherwise similar conditions:
FAIR: reproduced the performance problem.
FIFO: survived extended stress testing without the regression.
Linux 7.1.x also behaved normally.
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- Intel’s Linux Vulkan Driver Adds AV1 Video Encoding for Arc Alchemist GPUs
by George Whittaker
Intel’s open-source Linux graphics stack has taken another step forward with hardware-accelerated AV1 encoding through Vulkan Video. New code merged for Mesa’s ANV Vulkan driver enables the VK_KHR_video_encode_av1 extension on Intel’s DG2/Alchemist graphics hardware, including Arc A-Series GPUs.
The development expands Intel’s Vulkan Video capabilities on Linux and gives applications another standardized way to access the dedicated video encoding hardware found in modern Intel GPUs.
AV1 Encoding Arrives in Intel ANV
The key change is support for the Vulkan extension VK_KHR_video_encode_av1 in Mesa’s open-source Intel ANV driver.
The extension was finalized by the Khronos Group in 2024 and provides a standardized Vulkan interface for hardware-accelerated AV1 encoding. It complements Vulkan Video’s existing AV1 decoding support and means Vulkan can provide both encoding and decoding interfaces for AV1, H.264, and H.265.
Intel had previously stated that its Arc graphics products would support Vulkan Video AV1 encoding through a future software update.
Initially Targeting Intel Arc Alchemist
The newly enabled Linux support specifically targets DG2, better known commercially as Intel’s Arc Alchemist GPU generation.
These GPUs already contain dedicated hardware capable of AV1 encoding, so the Mesa update does not add AV1 capability through software. Instead, it provides Vulkan applications with another way to access the GPU’s existing hardware video engine.
That distinction is important because hardware encoding can deliver much better performance and efficiency than encoding AV1 entirely on the CPU.
Why AV1 Matters
AV1 has become increasingly important for streaming, screen recording, video conferencing, and online video distribution.
The codec can provide high image quality at relatively low bitrates, making it attractive for applications where bandwidth and storage efficiency matter. It is also royalty-free, which has helped encourage adoption throughout the open-source ecosystem.
Hardware AV1 encoding can be particularly useful for:
Game streaming
Desktop recording
Live broadcasting
Video conferencing
Video transcoding
Content creation
For Linux users with supported Intel Arc hardware, Vulkan Video now has the potential to provide a common API for these workloads.
Building on H.264 and H.265 Support
The AV1 work follows recent improvements to Intel’s Vulkan Video encoding support for other codecs.
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