All the News that Matters

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

• KDE Plasma 6.8 to Make Auto-Hide Panels 10x Faster
  KDE developers continue shaping Plasma 6.8 with smarter automatic brightness, faster panels, improved lock screen authentication, and performance gains.

• Red Hat's Tuned 2.28 To Improve Out-Of-The-Box WiFi Power Savings On Fedora
  Tuned 2.28 released this Saturday as the newest version of Red Hat's tuning profile delivery mechanism for Linux. Tuned is used notably out-of-the-box on Fedora Linux for monitoring and adaptively tuning systems...

• Linus Torvalds Made an AI Debug a GPU Bug, and It Tried to Quit Twice
  Linus Torvalds spent 18 reboots and 24 debug patches chasing a black screen bug in Intel’s Xe driver, with an AI that kept wanting to quit.

• Linux 7.3 x86/mm Lands Patches To Greatly Improve Latency-Sensitive Workloads
  The highlight of this week's x86/mm pull request of changes for the Linux 7.3 kernel are fixes that reduce the time that the TLB flushing code has interrupts disabled. This helps significantly with latency-sensitive workloads but Intel engineer Dave Hansen noted in the pull request that "it's certainly something to keep an eye on" in looking out for any regressions...

• K230 handheld couples AMOLED display with LoRa and keyboard
  LILYGO has updated its T-Display K230 handheld, packaging its Kendryte K230-based development platform into a compact enclosure with a physical keyboard. The device combines dual-core 64-bit RISC-V processing with a 4.1-inch AMOLED touchscreen, LoRa, Wi-Fi, Ethernet, camera support, HDMI output, and an nRF52840 companion microcontroller. The T-Display K230 is based on the Kendryte K230 SoC, […]

• KDE Plasma 6.8 Lands Some Enticing Performance Optimizations This Week
  This Week in Plasma is out with its latest issue to highlight interesting developments in the trek towards Plasma 6.8...

• No Ads, No Telemetry, No AI Agent: Orion Browser Does Linux
  Kagi’s privacy-focused, WebKit-based browser arrives for Linux as a not quite completely open source beta — with features galore and an opt-in user-funded business model.

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

• Proton 11.0-2 Brings Support for AsteroidsHD, Portal Worlds, and Plain Sight
  Valve released Proton 11.0-2 today as the second update to the Proton 11 series of this open-source compatibility tool for Steam Play, based on Wine and additional components for playing Windows games on Linux.

• How Will AI Change the Field of Mathematics?
  "AI went from being very terrible to seemingly genuinely quite good at a professional level in a very short space of time..." says the Verge's AI reporter.But AI systems "are still truly, truly terrible at some areas of math... even the days of the week."If you look at academic math papers, a lot of the time you won't see numbers... So they're still terrible, but they're now also very good at this other part. As to why, at some point you reach a critical mass of what these systems can do. We saw it with writing, we've seen it with programming. They're very good at forging connections between different areas, applying old methods in new ways, those kinds of things. It appears that the newer models they're training have apparently reached that level where it clicks, and now it can do math... There are areas now where it seems to be producing work that is on par with good mathematicians, alongside other parts where yeah, it can't count. All caught up in that is whether it's going to rewrite employment structures or funding structures... One would hope [math researchers] would branch out into all of these new exciting areas or pose new questions. But AI won't do that, and that's the concern. And then that would leave the field quite sterile, and it will have all of these things that have been done, and maybe nothing left to pursue... [A] lot are scared that it's closing off the field. So by definition, those breakthroughs that lead to something surprising and new that you can say, "Oh, this works here," may not be happening anymore... There were some bleak responses from graduate students I saw in essays posted online. Where's their place in this as future researchers? Do they have a place in this? Is it as glorified AI proof checkers? That will be quite an unsatisfying career, I imagine. Or maybe not, I don't know. We will see. I think anything used properly will be a net boon. They also had an interesting response when asked if AI democratizes access to high-level mathematical proofs:A lot of the mathematicians I spoke to were almost quite weary of this, actually. They love the idea, in theory, of democratizing access. They're also quite fed up with AI-generated or -assisted papers that are flooding every publication imaginable, as well as the pre-print servers that they use in these fields. Some of those I spoke to said things like, "Oh, I got three emails this week alone with people being like, 'Hey, is this legit?'" Because they thought they'd solved something with ChatGPT or with Claude, and they also don't have the mathematical skills to check whether they've actually solved something. On the flip side, there are parts where they said, "Well, we've got a talented undergrad who's done something that a talented undergrad would probably have never managed, and here they are doing grad-level work and they've produced a paper that is legit." And in the bigger scheme of things, a few I spoke to said, "Well yeah, a lot of these are in the ivory tower. Having access to this kind of thing globally could really boost access to the kind of things here." On the flip side, the cost. These things cost a lot to run.
  
  
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• Rush Rescue Mission for NASA's $500M Space Telescope Fails
  Remember that rush rescue mission for NASA's $500M space telescope? It failed, reports CNN, and the LINK satellite won't be able to boost the telescope's orbit. NASA says its decades-old Swift telescope will now continue losing altitude, until it reaches Earth's atmosphere later this year and burns up. CNN reports:Just weeks after LINK lifted off on July 3, it started to spin out of control. [Satellite designer] Katalyst was able to regain control of the satellite, but the company acknowledged that the issue cost it time, which would delay LINK's rendezvous with Swift by about a month. However, that postponement — at least initially — did not seem to be a deterrent to the mission. Now, NASA and Katalyst have announced that LINK's mission will not capture and boost Swift to a higher orbit "due to ongoing attitude control issues," according to statements Wednesday. "NASA should be willing to move quickly and take smart risks when the potential return is worth it, and that is exactly what we did with this mission," NASA Administrator Jared Isaacman said in a statement. "This is not the outcome we were working toward, but it does not change why this mission was worth attempting. The team moved with extraordinary speed to give Swift a chance to carry out more science while advancing capabilities America will need for satellite servicing in the future...." The mission team is forging ahead with its plan for LINK to rendezvous with Swift — but as a demonstration rather than a rescue. "We are going to learn everything we can from LINK's rendezvous attempt and put those lessons to work on the missions that follow," Isaacman said... Swift wasn't designed to be serviced in space, which means that insights from the demonstration could be used for future missions... "We have already learned a tremendous amount," [said Ghonhee Lee, CEO of Katalyst Space Technologies], "and now our job is to turn those lessons into something durable — building a repeatable playbook to inform future rendezvous and proximity operations and satellite servicing."
  
  
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• Flock is Secretly Building a Powerful New Prompt-Based AI Tool for Police
  Slashdot reader fjo3 shared this article from Wired:[Flock] has told the public for years that its technology "cannot recognize, identify, or track individuals." It has now built a system that does both, an artificial intelligence tool for police that can identify drivers and track vehicles by their patterns of movement alone, WIRED has learned... Because the system also reaches police case files, 911 dispatch logs, and commercial identity records, those plates can be turned into names, home addresses, and relatives. It can search for people in an area drawn on a map based on nothing more than a physical description... The code describes 45 tools at the AI's disposal, giving it access to plate scans and camera metadata, arrest records, case files, dispatch logs, ballistics results, and commercial databases that contain Social Security numbers, dates of birth, phone numbers, email addresses, relatives and associates. Flock says it is testing the product with a small group of law enforcement partners and describes it as still in development, with capabilities that may not reflect what it eventually sells. It arrives as the company faces bipartisan political pressure, a growing record of officers caught misusing its platform, and a wave of vandalism that has left cameras sawed off and lenses painted over in cities across the country... An officer no longer needs a plate, a name, or a crime to begin: They supply a place, a stretch of time, and a pattern of behavior, and the system is designed to hand back the people who fit... One prompt Flock preloaded into the system reads: "Find me witnesses based on vehicles most seen in [neighborhood] during [last 14 days] during [daily timeframe] *(will not include whitelisted vehicles)." An officer would fill in the blanks and submit it. The output is a list of plates, which other tools in the product then convert into names and home addresses. Another prompt instructs the system to list everyone arrested more than twice in two years for "any offense," exempting only narcotics arrests, and then says to map where those people live, retrieve the calls for service at their homes, and "do a workup on the top three individuals." The prompt begins with everyone in the area who has an arrest record and ends with dossiers on three of them, chosen by the software. A "workup," in Flock's terminology, is a one-command background check. It starts with a name and a date of birth and returns what the department's records and commercial data hold: vehicles, prior listings as a suspect, and, on a second screen, relatives, phone numbers, and online accounts. Wired shares this reaction from a law professor at George Washington University. "It is clear Flock has aspirations far beyond ALPRs to become a digital platform for policing,"
  
  
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• Low Emission Zone Led To Better Lung Size, Function Among London Children
  Long-time Slashdot reader AmiMoJo shared this report from the Guardian:Children's lungs grew bigger and stronger after the most polluting vehicles were restricted from entering London, a study has found. Examinations of London schoolchildren before and after the introduction of the city's ultra-low emission zone found a restoration of lung capacity that had been stunted by exposure to pollution... "Traffic pollution in cities damages children's health and development," said Chris Griffiths, a professor of primary care at the University of Oxford and Queen Mary University of London, and the study's joint senior author. "We provide the strongest evidence yet on how these harms can be prevented. Ambitious clean-air zones should be considered a priority for cities globally with traffic-related air pollution." Air pollution from traffic has stunted the development of children's lungs in London for decades. Previous research found that by the age of eight or nine, children from the most polluted areas had 5-10% less lung capacity than their peers elsewhere. That impairment, which scientists said was the result of exposure to nitrogen dioxide, put them at increased risk as adults of developing respiratory diseases, such as asthma and chronic obstructive pulmonary disease, cardiovascular and metabolic disease, and premature death.
  
  
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• Moderna-Merck Vaccine Cuts Recurrence And Spread of Melanoma, Raises New Treatment Hope
  Reuters reports "a major success in a new field of cancer treatment this week, as Moderna and Merck announced a personalized mRNA cancer vaccine "reduced the risk of recurrence and spread of melanoma in a late-stage trial". The vaccine was tested with Merck's widely used immunotherapy drug Keytruda:Thousands of patients who have undergone surgery to remove high-risk melanoma tumors could benefit as soon as next year if regulators approve the vaccine, Moderna President Stephen Hoge said in an interview. This is the first positive late-stage trial result for an mRNA cancer vaccine, which trains a patient's immune system to fight tumors by targeting specific mutations in those cells, and the first such study to show that adding a treatment to Keytruda worked better than that therapy alone... Interim results of the ongoing study, released on Wednesday, found the treatment, Intismeran, met both its primary target of reducing cancer recurrence and its secondary goal of preventing tumors from spreading to other parts of the body, compared with Keytruda alone. When the vaccine is injected into a patient, the patient's cells produce copies of mutations for the immune system to recognize and destroy... Merck said the companies are already in talks with regulators about the treatment. "Merck, Moderna and other companies are testing similar approaches against lung, breast and pancreatic cancers," the article points out. It adds that Karen Knudsen, CEO of the Parker Institute for Cancer Immunotherapy, "said the Moderna results could signal a new era for treating solid-tumor cancers." More from CNN:The trial result is "a monumental leap forward," validating mRNA technology as a cancer treatment, said Dr. Julie Gralow, chief medical officer of the American Society of Clinical Oncology... Roche and BioNTech, whose mRNA technology was used in the Pfizer COVID vaccines, are testing a similar treatment called autogene cevumeran in mid-stage studies in colon and pancreatic cancer patients who have undergone surgery. Results of the colon cancer trial are expected in 2027, with pancreatic trial results to follow in 2031. "We should be hearing results from multiple studies over the next few years and there's every reason to hope now, with this news, that many of them will be positive," said Dr. Robert Vonderheide, director of Penn Medicine's Abramson Cancer Center and president-elect of the American Association for Cancer Research.
  
  
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• Is AI Really to Blame for High Unemployment Among Recent Graduates? What Economists Say
  47% of recent graduates say AI has already impacted hiring in their field, according to an April survey from ZipRecruiter. "But is AI really the problem, or is it more complicated?" asks NPR. "Here's what economists have to say."According to the Federal Reserve Bank of New York, the unemployment rate for recent graduates — which it defines as 22-to-27-year-olds with a new bachelor's degree or higher — was 5.7% as of June, more than the rate for all workers, which stands at 4.1%... Stanford University economist Erik Brynjolfsson says AI is impacting the labor market for entry-level roles. "AI is not the whole story, but it's part of the story and the evidence is building," he says. Using payroll data, Brynjolfsson and his co-authors found that since late 2022 — when large language models like ChatGPT started popping up — early-career workers ages 22 to 25 in AI-exposed roles, like software developers and marketing managers, have experienced a 16% relative employment decline. In comparison, employment rates for older workers in AI-exposed fields and for all workers in jobs that aren't easily automated — like home health aides, physical therapists and construction workers — remained stable or have grown over that same time period... [Though he also says often when companies pull back on hiring, they cut junior roles first.] Harvard University economist David Deming isn't convinced that AI is to blame for the challenging early-career job market. "If you look very carefully at the timing, it looks like the decline in junior hiring actually started a bit like six months before ChatGPT was released. And so what that tells me is it's something else," Deming says. "I think it's more like remote work." A recent analysis from the New York Fed found that companies are less likely to hire recent college grads into roles that can be done remotely. As remote jobs increased following the COVID-19 pandemic, so did unemployment among younger college grads, the New York Fed found. The analysis also found that AI didn't explain the rise in unemployment among younger workers and that remote work was more of a driving force... Employers hiring for remote jobs may be less likely to choose an entry-level candidate because it's harder to train them from afar... [And with remote positions, there's many more senior candidates to choose from.] And here's another thing to consider: University of Chicago economist Anders Humlum says if AI were replacing entry-level jobs, you'd expect to see companies that rely heavily on AI to hire fewer workers. But that's not what the data shows. Humlum points to a study done by the financial accounting firm Ramp and the workforce research company Revelio Labs. The study examined AI spending and employee head count across more than 21,000 U.S. firms, from early 2021 to early 2026. It found that at companies making the largest AI investments, entry-level head count grew by 12% over the two years following AI adoption.
  
  
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• Firefox Announces Free VPN and 'Startpage' Search Engine Rolling Out to Android, iOS - Plus GeForce NOW Support
  Firefox 154 "brings a number of usability improvements," writes PC World:The free built-in VPN, introduced with Firefox 149, continues to offer a selection of virtual locations — temporarily extended to 28 countries until the end of August... The free VPN is currently available to Firefox users in the US, Canada, the UK, France, and Germany. In addition, the free VPN can now also be used in Firefox for Android (rolling out gradually) with iOS to follow soon. Firefox 154 also begins adding the privacy-focused search engine Startpage to its address-bar search options for desktop users in Germany, France, Austria, Switzerland, and the Netherlands (the home markets for the Netherlands-based search engine). And Startpage is also coming soon to Android and iOS. "When so much of the web experience is decided by a handful of very large companies, a search option that's private by design and European by origin isn't a small thing," explains a Mozilla blog post, with Ajit Varma, Head of Firefox, saying this now gives millions of people in Europe one-click access to "real results, zero profiling, AI-free."Queries aren't stored or linked to you, and there are no AI answers pushed above your search results. In fact, there's no AI at all. Based in the Netherlands, Startpage built its product around a simple idea: great search and personal privacy can go hand in hand... Firefox users were choosing Startpage long before today — to the tune of more than a billion searches a year, every one of them required some assembly: an extension, a manual setting, a workaround... Startpage ranks among the most-requested search engines in the Firefox community. When demand is this clear, our job is to remove the friction... Most browsers have already decided how you're going to search. Firefox hasn't. Pick your search engine, control what happens to your queries, decide who sees data about you, even turn AI on or off. It should always be your call. Not everyone wants the same thing from search, and a browser shouldn't pretend they do. "Firefox has always been the browser for people who want to make their own decisions about the web," said Startpage President Stewart Marlborough, "which makes it a natural home for private search." Nvidia's GeForce NOW cloud-gaming platform is also now officially supported on Firefox, expanding access across even more devices," according to a Nvidia blog post:Members can outfox big downloads and jump into high-performance PC gaming directly from the browser — no waiting on lengthy game installs or updates. The experience delivers GeForce RTX-powered performance at up to 1440p and 120 frames per second for GeForce NOW Ultimate members. Simply download the latest version of Firefox, head to play.geforcenow.com and start playing. The cloud handles the heavy lifting, so games are ready to play without taking up valuable storage space on the device. Firefox joins Chrome, Edge and Opera in supporting GeForce NOW on Windows browsers. Mozilla's own blog post even includes an animation of the Firefox mascot playing games:Gamers put real effort into making their rigs their own, and Firefox gets that. Users can choose themes, custom colors, and tab settings to customize their setup, instead of sitting there like just another window. We also know online gaming doesn't happen in just one window. It's social and sometimes spontaneous. With Firefox, you can have a Discord call running in Split View, a guide open in another tab, or Reddit pulled up between matches. Then go full screen when you're ready to play, no need to switch browsers to stream games. "In the security report for Firefox 154, Mozilla lists 58 resolved security vulnerabilities, 54 of which were discovered and reported by external security researchers," notes PC World. ("Mozilla classifies 17 of these vulnerabilities as high risk.") With Firefox 155 (scheduled for September 1), Mozilla is switching to a fortnightly release cycle for major versions, like Google Chrome and Microsoft Edge.
  
  
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• New York Dethrones San Francisco Bay Area As Largest Tech Talent Market
  fjo3 shares a report from SFGATE: The San Francisco Bay Area, epicenter of the artificial intelligence boom, is home to a massive amount of tech workers employed by some of the world's most valuable companies, from Apple to Nvidia. But for the first time, New York has eclipsed the Bay Area as the home of the largest "tech talent workforce," a report by real estate and investment firm CBRE shows. The firm has published the annual report for 13 years. Last year, the New York Metro Area's tech talent workforce reached 394,300, surpassing the Bay Area's 375,730, according to the report. Fueled by mass layoffs, the Bay Area's tech talent workforce dropped by 6% from 2022 to 2025. New York's tech talent workforce, on the other hand, grew by more than 8% during that period "The Bay Area is likely to remain ... the central location for the AI industry and for innovation. But as we've seen during past cycles, as it tends to grow, that spreads out to all the key markets," Colin Yasukochi, executive director of CBRE's Tech Insights Center, said during a news conference Tuesday.
  
  
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• Over 1 Million People Have Clicked LinkedIn's AI Slop Button
  According to a post from chief product officer Hari Srinivasan, "over a million people" have clicked on LinkedIn's new "Seems like AI slop" button, which launched after one analysis found 41% of the platform's longform posts were fully AI-generated. The Verge reports: In Thursday's post, Srinivasan said that users are overall "now experiencing 40% less views on what we classify as AI slop from just a few weeks ago." LinkedIn is also adding a new message that will tell users who make a post if "Some members told us this post seems like AI." "We approached this assuming good intent; I know I'm increasingly conscious on how to not sound like AI & the goal is to provide helpful feedback," Srinivasan said.
  
  
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• 'Off the Charts' El Nino Is Already the Strongest Since Records Began
  A rapidly developing El Nino is already reaching record-setting levels for this time of year and is expected to intensify further over the coming months. "The El Nino has blossomed. It is off the charts. Usual measures of El Nino have blown past prior record levels in the period with good data, even though maximum effects are still several months in the future," writes renowned climate scientist James Hansen at Columbia University in New York in a newsletter sent today. Climate scientists disagree over whether it has already surpassed previous "super El Nino" events on every metric, but several say the signal is unprecedented in forecasts and could ultimately become the strongest modern event on record. New Scientist reports: There are different ways of measuring El Ninos, which occur when warm surface waters spread eastwards along the equator across the surface of the tropical Pacific Ocean. Hansen thinks the best measure is how much warmer than usual the upper 300 meters of the eastern tropical Pacific becomes. "Our preferred metric, the heat anomaly in the upper 300 meters of the Equatorial Pacific Ocean... already exceeds the 1997-98 super El Nino," he writes. [...] What's clear is that this developing super El Nino will soon exceed previous events on all measures. "I have never seen an El Nino signal this intense in our forecasts," [Adam Scaife at the Met Office, the UK's national weather service] said in a statement released today. "If the forecast is accurate... then 2026 will far exceed our recent experience of El Nino and its worldwide climate influences." While Hansen is comparing the developing super El Nino to other modern events for which we have direct temperature records, Hayley Fowler at Newcastle University in the UK thinks it could also exceed historical events suspected to be even larger. "The super El Nino evolving in the Pacific will likely be the biggest ever recorded, reaching or exceeding the levels of the 1877-1878 El Nino which caused widespread impacts, including famines and around 50 million deaths (3-4 percent of the global population at the time), mostly across Asia and South America," Fowler said in a statement.
  
  
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• Building Autonomous ML Experimentation with Tangle and Tangent
  Tangent is an autonomous agent that automates the ML experimentation loop on top of Tangle, building pipelines, running them, and analyzing results with minimal hand-holding.
  
  The post Building Autonomous ML Experimentation with Tangle and Tangent appeared first on Linux.com.
  

• Implementing Secure Zero-Touch Provisioning in AI and Edge Infrastructure
  By Juha Holkkola, FusionLayer Group How DHCP Changed Connectivity In the late 1990s, the DHCP (Dynamic Host Configuration Protocol) quietly catalyzed a revolution in digital connectivity. Before DHCP was introduced, connecting devices to a network involved manual entry of IP addresses, DNS servers, subnet masks, and gateways. Networks were fragile, prone to errors, and severely [0]
  
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• From DHCP to SZTP – The Trust Revolution
  By Juha Holkkola, FusionLayer Group The Dawn of Effortless Connectivity In the transformative years of the late 1990s, a quiet revolution took place, fundamentally altering how we connect to networks. The introduction of DHCP answered a crucial question, Where are you on the network?!, by automating IP address assignment. This innovation eradicated the manual configuration [0]
  
  The post From DHCP to SZTP – The Trust Revolution appeared first on Linux.com.
  

• Celebrating the Second Year of Linux Man-Pages Maintenance Sponsorship
  Sustaining a Core Part of the Linux Ecosystem The Linux Foundation has announced a second year of sponsorship for the ongoing maintenance of the Linux manual pages (man-pages) project, led by Alejandro (Alex) Colomar. This critical initiative is made possible through the continued support of Google, Hudson River Trading, and Meta, who have renewed their [0]
  
  The post Celebrating the Second Year of Linux Man-Pages Maintenance Sponsorship appeared first on Linux.com.
  

• Disaggregated Routing with SONiC and VPP: Lab Demo and Performance Insights  Part Two
  In Part One of this series, we examined how the SONiC control plane and the VPP data plane form a cohesive, software-defined routing stack through the Switch Abstraction Interface.` We outlined how SONiC’s Redis-based orchestration and VPP’s user-space packet engine come together to create a high-performance, open router architecture. In this second part, we’ll turn [0]
  
  The post Disaggregated Routing with SONiC and VPP: Lab Demo and Performance Insights  Part Two appeared first on Linux.com.
  

• Disaggregated Routing with SONiC and VPP: Architecture and Integration  Part One
  The networking industry is undergoing a fundamental architectural transformation, driven by the relentless demands of cloud-scale data centers and the rise of software-defined infrastructure. At the heart of this evolution is the principle of disaggregation: the systematic unbundling of components that were once tightly integrated within proprietary, monolithic systems.` This movement began with the separation [0]
  
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• Kubernetes on Bare Metal for Maximum Performance
  When teams consider deploying Kubernetes, one of the first questions that arises is: where should it run? The default answer is often the public cloud, thanks to its flexibility and ease of use. However, a growing number of organizations are revisiting the advantages of running Kubernetes directly on bare metal servers. For workloads that demand [0]
  
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• How to Deploy Lightweight Language Models on Embedded Linux with LiteLLM
  This article was contributed by Vedrana Vidulin, Head of Responsible AI Unit at Intellias (LinkedIn). As AI becomes central to smart devices, embedded systems, and edge computing, the ability to run language models locally — without relying on the cloud — is essential. Whether its for reducing latency, improving data privacy, or enabling offline functionality, local AI [0]
  
  The post How to Deploy Lightweight Language Models on Embedded Linux with LiteLLM appeared first on Linux.com.
  

• Automating Compliance Management with UTMStacks Open Source SIEM 8 XDR
  Achieving and maintaining compliance with regulatory frameworks can be challenging for many organizations. Managing security controls manually often leads to excessive use of time and resources, leaving less available for strategic initiatives and business growth. Standards such as CMMC, HIPAA, PCI DSS, SOC2 and GDPR demand ongoing monitoring, detailed documentation, and rigorous evidence collection. Solutions [0]
  
  The post Automating Compliance Management with UTMStacks Open Source SIEM & XDR appeared first on Linux.com.
  

• A Simple Way to Install Talos Linux on Any Machine, with Any Provider
  Talos Linux is a specialized operating system designed for running Kubernetes. First and foremost it handles full lifecycle management for Kubernetes control-plane components. On the other hand, Talos Linux focuses on security, minimizing the user’s ability to influence the system. A distinctive feature of this OS is the near-complete absence of executables, including the absence [0]
  
  The post A Simple Way to Install Talos Linux on Any Machine, with Any Provider appeared first on Linux.com.
  

Engadget"Engadget - Technology News & Expert Reviews"

• If Waymo cars are Level 4 automation, what does it take to be a Level 5?
  We break down the different autonomous driving levels, and why Level 5 is so hard to achieve.

• How to limit Instagram from using your data for AI and ads
  You can keep Instagram from using your activity outside the app to influence the ads you get.

• The oldest iPhone model you can trade-in with Apple is older than you'd think
  Even old Apple devices you haven't touched in years could still get you some credit towards a new phone.

• OpenAI calls for California to strengthen its AI safety laws
  The AI leader said that the state's SB 53 framework should "be amended to expand safeguards."

• Are digital cameras still worth buying in 2026?
  Yes, so long as you're willing to put in the work (and money) for better photos.

• Is Nintendo Switch Online still worth it in 2026?
  Nintendo Switch Online upgrades your experience with online play and a lot of other perks, but should you shell out for it?

• Uber hit with a nearly $1 billion fine for automatically deactivating drivers in Europe
  A Dutch data regulatory authority said that Uber has to pay 824.9 million euros for violating the GDPR.

• Android Auto YouTube Limitations: Is It Worth Using In The Car?
  Android Auto YouTube Limitations: Is It Worth Using In The Car?

• Amazon devices are the latest casualties of the memory shortage price hikes
  Everything from the Echo to the Kindle is going up.

• You might want to skip using a Bluetooth headset for a better gaming experience
  Bluetooth pales in comparison to 2.4GHz and wired headsets for gaming. You should pick another option to avoid its latency and other drawbacks.

• EU OS: A Bold Step Toward Digital Sovereignty for Europe
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  A new initiative, called "EU OS," has been launched to develop a Linux-based operating system tailored specifically for the public sector organizations of the European Union (EU). This community-driven project aims to address the EU's unique needs and challenges, focusing on fostering digital sovereignty, reducing dependency on external vendors, and building a secure, self-sufficient digital ecosystem.
  What Is EU OS?
  EU OS is not an entirely novel operating system. Instead, it builds upon a Linux foundation derived from Fedora, with the KDE Plasma desktop environment. It draws inspiration from previous efforts such as France's GendBuntu and Munich's LiMux, which aimed to provide Linux-based systems for public sector use. The goal remains the same: to create a standardized Linux distribution that can be adapted to different regional, national, and sector-specific needs within the EU.
  
  Rather than reinventing the wheel, EU OS focuses on standardization, offering a solid Linux foundation that can be customized according to the unique requirements of various organizations. This approach makes EU OS a practical choice for the public sector, ensuring broad compatibility and ease of implementation across diverse environments.
  The Vision Behind EU OS
  The guiding principle of EU OS is the concept of "public money – public code," ensuring that taxpayer money is used transparently and effectively. By adopting an open-source model, EU OS eliminates licensing fees, which not only lowers costs but also reduces the dependency on a select group of software vendors. This provides the EU’s public sector organizations with greater flexibility and control over their IT infrastructure, free from the constraints of vendor lock-in.
  
  Additionally, EU OS offers flexibility in terms of software migration and hardware upgrades. Organizations can adapt to new technologies and manage their IT evolution at a manageable cost, both in terms of finances and time.
  
  However, there are some concerns about the choice of Fedora as the base for EU OS. While Fedora is a solid and reliable distribution, it is backed by the United States-based Red Hat. Some argue that using European-backed projects such as openSUSE or KDE's upcoming distribution might have aligned better with the EU's goal of strengthening digital sovereignty.
  Conclusion
  EU OS marks a significant step towards Europe's digital independence by providing a robust, standardized Linux distribution for the public sector. By reducing reliance on proprietary software and vendors, it paves the way for a more flexible, cost-effective, and secure digital ecosystem. While the choice of Fedora as the base for the project has raised some questions, the overall vision of EU OS offers a promising future for Europe's public sector in the digital age.
  
  Source: It's FOSS
  European Union

• Linus Torvalds Acknowledges Missed Release of Linux 6.14 Due to Oversight
  
  Linus Torvalds Acknowledges Missed Release of Linux 6.14 Due to Oversight
  
  Linux kernel lead developer Linus Torvalds has admitted to forgetting to release version 6.14, attributing the oversight to his own lapse in memory. Torvalds is known for releasing new Linux kernel candidates and final versions on Sunday afternoons, typically accompanied by a post detailing the release. If he is unavailable due to travel or other commitments, he usually informs the community ahead of time, so users don’t worry if there’s a delay.
  
  In his post on March 16, Torvalds gave no indication that the release might be delayed, instead stating, “I expect to release the final 6.14 next weekend unless something very surprising happens.” However, Sunday, March 23rd passed without any announcement.
  
  On March 24th, Torvalds wrote in a follow-up message, “I’d love to have some good excuse for why I didn’t do the 6.14 release yesterday on my regular Sunday afternoon schedule,” adding, “But no. It’s just pure incompetence.” He further explained that while he had been clearing up unrelated tasks, he simply forgot to finalize the release. “D'oh,” he joked.
  
  Despite this minor delay, Torvalds’ track record of successfully managing the Linux kernel’s development process over the years remains strong. A single day’s delay is not critical, especially since most Linux users don't urgently need the very latest version.
  
  The new 6.14 release introduces several important features, including enhanced support for writing drivers in Rust—an ongoing topic of discussion among developers—support for Qualcomm’s Snapdragon 8 Elite mobile chip, a fix for the GhostWrite vulnerability in certain RISC-V processors from Alibaba’s T-Head Semiconductor, and a completed NTSYNC driver update that improves the WINE emulator’s ability to run Windows applications, particularly games, on Linux.
  
  Although the 6.14 release went smoothly aside from the delay, Torvalds expressed that version 6.15 may present more challenges due to the volume of pending pull requests. “Judging by my pending pile of pull requests, 6.15 will be much busier,” he noted.
  
  You can download the latest kernel here.
  Linus Torvalds kernel

• AerynOS 2025.03 Alpha Released with GNOME 48, Mesa 25, and Linux Kernel 6.13.8
  Image
  AerynOS 2025.03 has officially been released, introducing a variety of exciting features for Linux users. The release includes the highly anticipated GNOME 48 desktop environment, which comes with significant improvements like HDR support, dynamic triple buffering, and a Wayland color management protocol. Other updates include a battery charge limiting feature and a Wellbeing option aimed at improving user experience.
  
  This release, while still in alpha, incorporates Linux kernel 6.13.8 and the updated Mesa 25.0.2 graphics stack, alongside tools like LLVM 19.1.7 and Vulkan SDK 1.4.309.0. Additionally, the Moss package manager now integrates os-info to generate more detailed OS metadata via a JSON file.
  
  Future plans for AerynOS include automated package updates, easier rollback management, improved disk handling with Rust, and fractional scaling enabled by default. The installer has also been revamped to support full disk wipes and dynamic partitioning.
  
  Although still considered an alpha release, AerynOS 2025.03 can be downloaded and tested right now from its official website.
  
  Source: 9to5Linux
  AerynOS

• Xojo 2025r1: Big Updates for Developers with Linux ARM Support, Web Drag and Drop, and Direct App Store Publishing
  Image
  Xojo has just rolled out its latest release, Xojo 2025 Release 1, and it’s packed with features that developers have been eagerly waiting for. This major update introduces support for running Xojo on Linux ARM, including Raspberry Pi, brings drag-and-drop functionality to the Web framework, and simplifies app deployment with the ability to directly submit apps to the macOS and iOS App Stores.
  
  Here’s a quick overview of what’s new in Xojo 2025r1:
  1. Linux ARM IDE Support
  Xojo 2025r1 now allows developers to run the Xojo IDE on Linux ARM devices, including popular platforms like Raspberry Pi. This opens up a whole new world of possibilities for developers who want to create apps for ARM-based devices without the usual complexity. Whether you’re building for a Raspberry Pi or other ARM devices, this update makes it easier than ever to get started.
  2. Web Drag and Drop
  One of the standout features in this release is the addition of drag-and-drop support for web applications. Now, developers can easily drag and drop visual controls in their web projects, making it simpler to create interactive, user-friendly web applications. Plus, the WebListBox has been enhanced with support for editable cells, checkboxes, and row reordering via dragging. No JavaScript required!
  3. Direct App Store Publishing
  Xojo has also streamlined the process of publishing apps. With this update, developers can now directly submit macOS and iOS apps to App Store Connect right from the Xojo IDE. This eliminates the need for multiple steps and makes it much easier to get apps into the App Store, saving valuable time during the development process.
  4. New Desktop and Mobile Features
  This release isn’t just about web and Linux updates. Xojo 2025r1 brings some great improvements for desktop and mobile apps as well. On the desktop side, all projects now include a default window menu for macOS apps. On the mobile side, Xojo has introduced new features for Android and iOS, including support for ColorGroup and Dark Mode on Android, and a new MobileColorPicker for iOS to simplify color selection.
  5. Performance and IDE Enhancements
  Xojo’s IDE has also been improved in several key areas. There’s now an option to hide toolbar captions, and the toolbar has been made smaller on Windows. The IDE on Windows and Linux now features modern Bootstrap icons, and the Documentation window toolbar is more compact. In the code editor, developers can now quickly navigate to variable declarations with a simple Cmd/Ctrl + Double-click. Plus, performance for complex container layouts in the Layout Editor has been enhanced.
  What Does This Mean for Developers?
  Xojo 2025r1 brings significant improvements across all the platforms that Xojo supports, from desktop and mobile to web and Linux. The added Linux ARM support opens up new opportunities for Raspberry Pi and ARM-based device development, while the drag-and-drop functionality for web projects will make it easier to create modern, interactive web apps. The ability to publish directly to the App Store is a game-changer for macOS and iOS developers, reducing the friction of app distribution.
  How to Get Started
  Xojo is free for learning and development, as well as for building apps for Linux and Raspberry Pi. If you’re ready to dive into cross-platform development, paid licenses start at $99 for a single-platform desktop license, and $399 for cross-platform desktop, mobile, or web development. For professional developers who need additional resources and support, Xojo Pro and Pro Plus licenses start at $799. You can also find special pricing for educators and students.
  
  Download Xojo 2025r1 today at xojo.com.
  Final Thoughts
  With each new release, Xojo continues to make cross-platform development more accessible and efficient. The 2025r1 release is no exception, delivering key updates that simplify the development process and open up new possibilities for developers working on a variety of platforms. Whether you’re a Raspberry Pi enthusiast or a mobile app developer, Xojo 2025r1 has something for you.
  Xojo ARM

• New 'Mirrored' Network Mode Introduced in Windows Subsystem for Linux
  
  Microsoft's Windows Subsystem for Linux (WSL) continues to evolve with the release of WSL 2 version 0.0.2. This update introduces a set of opt-in preview features designed to enhance performance and compatibility.
  
  Key additions include "Automatic memory reclaim" which dynamically optimizes WSL's memory footprint, and "Sparse VHD" to shrink the size of the virtual hard disk file. These improvements aim to streamline resource usage.
  
  Additionally, a new "mirrored networking mode" brings expanded networking capabilities like IPv6 and multicast support. Microsoft claims this will improve VPN and LAN connectivity from both the Windows host and Linux guest. 
  
  Complementing this is a new "DNS Tunneling" feature that changes how DNS queries are resolved to avoid compatibility issues with certain network setups. According to Microsoft, this should reduce problems connecting to the internet or local network resources within WSL.
  
  Advanced firewall configuration options are also now available through Hyper-V integration. The new "autoProxy" feature ensures WSL seamlessly utilizes the Windows system proxy configuration.
  
  Microsoft states these features are currently rolling out to Windows Insiders running Windows 11 22H2 Build 22621.2359 or later. They remain opt-in previews to allow testing before final integration into WSL.
  
  By expanding WSL 2 with compelling new capabilities in areas like resource efficiency, networking, and security, Microsoft aims to make Linux on Windows more performant and compatible. This evolutionary approach based on user feedback highlights Microsoft's commitment to WSL as a key part of the Windows ecosystem.
  Windows

• Linux Threat Report: Earth Lusca Deploys Novel SprySOCKS Backdoor in Attacks on Government Entities
  
  The threat actor Earth Lusca, linked to Chinese state-sponsored hacking groups, has been observed utilizing a new Linux backdoor dubbed SprySOCKS to target government organizations globally. 
  
  As initially reported in January 2022 by Trend Micro, Earth Lusca has been active since at least 2021 conducting cyber espionage campaigns against public and private sector targets in Asia, Australia, Europe, and North America. Their tactics include spear-phishing and watering hole attacks to gain initial access. Some of Earth Lusca's activities overlap with another Chinese threat cluster known as RedHotel.
  
  In new research, Trend Micro reveals Earth Lusca remains highly active, even expanding operations in the first half of 2023. Primary victims are government departments focused on foreign affairs, technology, and telecommunications. Attacks concentrate in Southeast Asia, Central Asia, and the Balkans regions. 
  
  After breaching internet-facing systems by exploiting flaws in Fortinet, GitLab, Microsoft Exchange, Telerik UI, and Zimbra software, Earth Lusca uses web shells and Cobalt Strike to move laterally. Their goal is exfiltrating documents and credentials, while also installing additional backdoors like ShadowPad and Winnti for long-term spying.
  
  The Command and Control server delivering Cobalt Strike was also found hosting SprySOCKS - an advanced backdoor not previously publicly reported. With roots in the Windows malware Trochilus, SprySOCKS contains reconnaissance, remote shell, proxy, and file operation capabilities. It communicates over TCP mimicking patterns used by a Windows trojan called RedLeaves, itself built on Trochilus.
  
  At least two SprySOCKS versions have been identified, indicating ongoing development. This novel Linux backdoor deployed by Earth Lusca highlights the increasing sophistication of Chinese state-sponsored threats. Robust patching, access controls, monitoring for unusual activities, and other proactive defenses remain essential to counter this advanced malware.
  
  The Trend Micro researchers emphasize that organizations must minimize attack surfaces, regularly update systems, and ensure robust security hygiene to interrupt the tactics, techniques, and procedures of relentless threat groups like Earth Lusca.
  Security

• Linux Kernel Faces Reduction in Long-Term Support Due to Maintenance Challenges
  
  The Linux kernel is undergoing major changes that will shape its future development and adoption, according to Jonathan Corbet, Linux kernel developer and executive editor of Linux Weekly News. Speaking at the Open Source Summit Europe, Corbet provided an update on the latest Linux kernel developments and a glimpse of what's to come.
  
  A major change on the horizon is a reduction in long-term support (LTS) for kernel versions from six years to just two years. Corbet explained that maintaining old kernel branches indefinitely is unsustainable and most users have migrated to newer versions, so there's little point in continuing six years of support. While some may grumble about shortened support lifecycles, the reality is that constantly backporting fixes to ancient kernels strains maintainers.
  
  This maintainer burnout poses a serious threat, as Corbet highlighted. Maintaining Linux is largely a volunteer effort, with only about 200 of the 2,000+ developers paid for their contributions. The endless demands on maintainers' time from fuzz testing, fixing minor bugs, and reviewing contributions takes a toll. Prominent maintainers have warned they need help to avoid collapse. Companies relying on Linux must realize giving back financially is in their interest to sustain this vital ecosystem. 
  
  The Linux kernel is also wading into waters new with the introduction of Rust code. While Rust solves many problems, it also introduces new complexities around language integration, evolving standards, and maintainer expertise. Corbet believes Rust will pass the point of no return when core features depend on it, which may occur soon with additions like Apple M1 GPU drivers. Despite skepticism in some corners, Rust's benefits likely outweigh any transition costs.
  
  On the distro front, Red Hat's decision to restrict RHEL cloning sparked community backlash. While business considerations were at play, Corbet noted technical factors too. Using older kernels with backported fixes, as RHEL does, risks creating divergent, vendor-specific branches. The Android model of tracking mainline kernel dev more closely has shown security benefits. Ultimately, Linux works best when aligned with the broader community.
  
  In closing, Corbet recalled the saying "Linux is free like a puppy is free." Using open source seems easy at first, but sustaining it long-term requires significant care and feeding. As Linux is incorporated into more critical systems, that maintenance becomes ever more crucial. The kernel changes ahead are aimed at keeping Linux healthy and vibrant for the next generation of users, businesses, and developers.
  kernel

• Linux Celebrates 32 Years with the Release of 6.6-rc2 Version
  
  Today marks the 32nd anniversary of Linus Torvalds introducing the inaugural Linux 0.01 kernel version, and celebrating this milestone, Torvalds has launched the Linux 6.6-rc2. Among the noteworthy updates are the inclusion of a feature catering to the ASUS ROG Flow X16 tablet's mode handling and the renaming of the new GenPD subsystem to pmdomain.
  
  The Linux 6.6 edition is progressing well, brimming with exciting new features that promise to enhance user experience. Early benchmarks are indicating promising results, especially on high-core-count servers, pointing to a potentially robust and efficient update in the Linux series.
  
  Here is what Linus Torvalds had to say in today's announcement:
  Another week, another -rc.I think the most notable thing about 6.6-rc2 is simply that it'sexactly 32 years to the day since the 0.01 release. And that's a roundnumber if you are a computer person.Because other than the random date, I don't see anything that reallystands out here. We've got random fixes all over, and none of it looksparticularly strange. The genpd -> pmdomain rename shows up in thediffstat, but there's no actual code changes involved (make sure touse "git diff -M" to see them as zero-line renames).And other than that, things look very normal. Sure, the architecturefixes happen to be mostly parisc this week, which isn't exactly theusual pattern, but it's also not exactly a huge amount of changes.Most of the (small) changes here are in drivers, with some tracingfixes and just random things. The shortlog below is short enough toscroll through and get a taste of what's been going on. Linus Torvalds

• Introducing Bavarder: A User-Friendly Linux Desktop App for Quick ChatGPT Interaction
  
  Want to interact with ChatGPT from your Linux desktop without using a web browser?
  
  Bavarder, a new app, allows you to do just that.
  
  Developed with Python and GTK4/libadwaita, Bavarder offers a simple concept: pose a question to ChatGPT, receive a response, and promptly copy the answer (or your inquiry) to the clipboard for pasting elsewhere.
  
  With an incredibly user-friendly interface, you won't require AI expertise (or a novice blogger) to comprehend it. Type your question in the top box, click the blue send button, and wait for a generated response to appear at the bottom. You can edit or modify your message and repeat the process as needed.
  
  During our evaluation, Bavarder employed BAI Chat, a GPT-3.5/ChatGPT API-based chatbot that's free and doesn't require signups or API keys. Future app versions will incorporate support for alternative backends, such as ChatGPT 4 and Hugging Chat, and allow users to input an API key to utilize ChatGPT3.
  
  At present, there's no option to regenerate a response (though you can resend the same question for a potentially different answer). Due to the lack of a "conversation" view, tracking a dialogue or following up on answers can be challenging — but Bavarder excels for rapid-fire questions.
  
  As with any AI, standard disclaimers apply. Responses might seem plausible but could contain inaccurate or false information. Additionally, it's relatively easy to lead these models into irrational loops, like convincing them that 2 + 2 equals 106 — so stay alert!
  
  Overall, Bavarder is an attractive app with a well-defined purpose. If you enjoy ChatGPT and similar technologies, it's worth exploring.
  ChatGPT AI

• LibreOffice 7.5.3 Released: Third Maintenance Update Brings 119 Bug Fixes to Popular Open-Source Office Suite
  
  Today, The Document Foundation unveiled the release and widespread availability of LibreOffice 7.5.3, which serves as the third maintenance update to the current LibreOffice 7.5 open-source and complimentary office suite series.
  
  Approximately five weeks after the launch of LibreOffice 7.5.2, LibreOffice 7.5.3 arrives with a new set of bug fixes for those who have successfully updated their GNU/Linux system to the LibreOffice 7.5 series.
  
  LibreOffice 7.5.3 addresses a total of 119 bugs identified by users or uncovered by LibreOffice developers. For a more comprehensive understanding of these bug fixes, consult the RC1 and RC2 changelogs.
  
  You can download LibreOffice 7.5.3 directly from the LibreOffice website��or from SourceForge as binary installers for DEB or RPM-based GNU/Linux distributions. A source tarball is also accessible for individuals who prefer to compile the software from sources or for system integrators.
  
  All users operating the LibreOffice 7.5 office suite series should promptly update their installations to the new point release, which will soon appear in the stable software repositories of your GNU/Linux distributions.
  
  In early February 2023, LibreOffice 7.5 debuted as a substantial upgrade to the widely-used open-source office suite, introducing numerous features and improvements. These enhancements encompass major upgrades to dark mode support, new application and MIME-type icons, a refined Single Toolbar UI, enhanced PDF Export, and more.
  
  Seven maintenance updates will support LibreOffice 7.5 until November 30th, 2023. The next point release, LibreOffice 7.5.4, is scheduled for early June and will include additional bug fixes.
  
  The Document Foundation once again emphasizes that the LibreOffice office suite's "Community" edition is maintained by volunteers and members of the Open Source community. For enterprise implementations, they suggest using the LibreOffice Enterprise family of applications from ecosystem partners.
  LibreOffice