All the News that Matters

• ZimaOS Is a Linux-Based NAS OS That Makes Self-Hosting Easier
  Meet ZimaOS, a Linux-based NAS operating system that simplifies file storage, backups, Docker apps, and home server management.

• MeshXFS: AI Adapts XFS Into A Clustered File-System
  MeshXFS is a clustered open-source file-system in which "no human wrote any of its own code". Depending upon your views of AI, not necessarily something you want to hear for entrusting your data in an AI-created solution. Instead, Claude Opus was tasked with adapting the XFS file-system driver into a clustered file-system...

• Ubuntu Touch OTA 2.1 Rolls Out with Support for Volla Tablet, Various Updates
  The UBports Foundation released Ubuntu Touch OTA 2.1 today as a minor update to this open-source and free mobile operating system for smartphones and tablets.

• M5Stack PaperDIY Assembly Kit Opens Up 4.7-Inch E-Paper Development
  M5Stack has introduced the PaperDIY Assembly Kit, an ESP32-S3-based development platform featuring a 4.7-inch e-paper display with 960 × 540 resolution and 16-level grayscale. The kit combines Wi-Fi connectivity, battery power management, and expansion interfaces in an open design intended for custom information displays, electronic signage, and embedded development projects. The main control board integrates […]

• AI-Generated Starling Desktop Environment Rolls Out Its Own Office Suite
  Starling, the open-source desktop environment written in Swift and with its own Wayland compositor too and written largely via Claude Code, has now rolled out its own AI-generated office suite...

• First Look at Devario OS: A Modern, Shelly-First Linux Distro Based on Arch Linux
  From the creators of the Shelly package manager for Arch Linux, I am happy to introduce you to Devario OS, a modern Linux distro based on Arch Linux and built around in-house projects.

• The Best Features Of Linux 7.3: Performance Improvements, Lots From Valve
  The Linux 7.3 kernel is slated to be officially released on Sunday, 18 October, barring any last minute issues from coming about. With that said, here's a reminder about some of the most exciting features to look forward to in this next kernel version...

• Join us for the Fedora Linux 45 Release Party!
  Fedora Linux 45 is almost here! Developers, packagers, and quality assurance engineers are hard at work putting the remaining polish on Fedora 45, which means it’s time for our Global Virtual Release Party! It is almost time to celebrate! If all goes according to plan, we will celebrate Fedora 45 just after its actual final […]

• 17 More Security Vulnerabilities Made Public For X.Org Libraries
  Just shy of two weeks since a dozen vulnerabilities were published for the X.Org Server and XWayland, more than one dozen vulnerabilities were made public today affecting multiple X.Org client libraries...

• OpenRGB 1.1 Released with CLI Fixes, Improved Device Hotplug Support
  OpenRGB 1.1 fixes command-line and SDK server issues, improves device hotplug handling, and introduces a new hidapi-hotplug dependency on Linux.

• MapQuest Shows Location of Flock (and Other ALPR) Cameras
  MapQuest creates a new layer (that can be toggled on and off), Gizmodo reports:After promising not to comply with the Trump administration's "Lake America" gimmick, the platform announced a new "Surveillance Layer" that displays the locations of automated license plate readers (ALPRs), including those from Flock Safety. Per MapQuest, its new tool will identify the locations of known outdoor surveillance cameras and plate readers from Motorola Solutions (Vigilant), Genetec, Axis Communications, Axon, Leonardo (ELSAG), Neology, Rekor, PlateSmart, Ubicquia, Verkada, and others. While the company didn't specify how it sources its data, it appears to be similar to the data amassed by DeFlock, which maintains a user-submitted map of ALPR camera locations. MapQuest may be sourcing the information from DeFlock and the OpenStreetMap project. Engadget notes that MapQuest also recently added "useful, long-overdue features like Android Auto support and public transit directions."
  
  
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• Blue Origin Announces $330M Upgrades to Rocket Facilities for 'Multiple Flights Per Week'
  "Jeff Bezos' Blue Origin said Friday it plans to make extensive upgrades to its Florida launch facilities," reports CNBC, "with the goal of supporting multiple flights per week by the end of the decade." "The company will add two more launch and landing pads for New Glenn, its heavy-lift, partially reusable rocket."A $330 million expansion to its Rocket Park campus in Cape Canaveral, expected to be complete in the summer of 2027, will enable it to produce up to 150 upper stages of its New Glenn rocket annually, Blue Origin said in a blog post. "These investments are centered on one goal: building the capacity to support more missions, more reliably, and more efficiently," Ian Richardson, Blue Origin's senior vice president of operations, wrote in the post. "As we look ahead, this infrastructure is designed to support multiple flights per week by the end of the decade...." Blue Origin said it's building a new customer integration facility with the U.S. Space Force at Cape Canaveral Space Force Station that will enable it to "prepare multiple missions at once" when it's up and running. Blue Origin has invested more than $3 billion in its infrastructure and facilities in Florida, which now spans more than 20 sites across the state's Brevard and Orange counties, with more than 5,000 employees, [Ian Richardson, Blue Origin's senior vice president of operations, wrote in the blog post]. The article notes it's part of "a flurry of investment" as SpaceX stops offering commercial rides on its Falcon 9, "with $92.5 billion invested in the commercial space sector in the first three quarters of 2026, according to a report this week by venture capital firm Space Capital." And it happens as Blue Origin, SpaceX and other rocket providers "are seeing increasing demand from companies and governments trying to deploy satellites into orbit." "Launching at a high cadence requires a connected system," says Blue Origin's blog post, "one that manufactures vehicles at scale, prepares customer payloads efficiently, supports reliable launch operations, and quickly returns reusable boosters to service. We are building that system here in Florida," and "laying the foundation for a future where access to space is more frequent, more reliable, and more affordable, for the benefit of Earth."
  
  
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• Linux Maintainers Can Now Submit AI-Generated Code Without Declaring It
  Linux maintainers "have ruled that people no longer have to declare their LLM usage," reports XDA Developers, "as Torvalds himself calls a ban on AI 'utterly stupid.'"The first part of this story comes via a message sent to the Linux mailing list. It announces one of the major changes decided during the Maintainers Summit on October 8, 2026, in Prague, Czechia, where submissions to the kernel no longer need to use the "Assisted-by" tag... meaning that people can submit AI-generated code without needing to declare it as such. In some correspondence regarding concern about this new disclosure removal, the creator of Linux, Linus Torvalds, made his thoughts known... [Torvalds] compares an AI ban to getting rid of text editors, as doing so would prove that someone could write a good commit message without making any mistakes. He then rounds off his argument by asking, "Do you not see how UTTERLY STUPID those kinds of rules would be?" and stating that he simply expects the people working on the Linux kernel to "understand what they are doing." Here's the last line of Torvalds' post. "Quite honestly, in my experience, the people I respect and call intelligent are not the ones that shy away from using new and interesting tools." In a related story, Torvalds says he's used AI to help him understand patches that were hard to follow. And this week Torvalds even posted an LLM-assisted patch, reports Tom's Hardware:The development branch purports to fix an old issue with massive cache contention when many CPUs are reading the same file — a scenario potentially encountered when using shared libraries, databases, and web servers. Several developers had already made attempts over the years at fixing the issue, all with varied results, none quite ideal as an all-encompassing solution... He's now posted his solution in a development branch, and claims that he's seen a 23x performance improvement in a dedicated synthetic benchmark, though he notes that actual real-world impact will be far less significant, as "no real load" will witness those figures. Torvalds used Anthropic's Claude Code, reports The New Stack, and "said the assistant wrote the implementation, tests, and initial documentation, and reviewed the code under his direction. He ran the benchmarks himself, despite having previously criticized developers for claiming AI writes 99% of their code." Tuesday Torvalds submitted a 10-patch series. "Reviewers have since identified a race condition and raised concerns about memory reclamation," adds The New Stack. "Torvalds has handed further development to Kiryl Shutsemau, a Linux kernel developer who previously worked on the same bottleneck."
  
  
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• Deno Acquired by Cloudflare, Will Work on Open Source Self-Hosting Platform for Applications
  "Cloudflare has acquired Deno, the company behind the [server-side] JavaScript and TypeScript runtime created by Ryan Dahl, the inventor of Node.js," Forbes reported last week. But Deno "has no future at Cloudflare, which will maintain the runtime for another year before ending its development," writes The Register. "That's OK with Dahl. 'I am now of the opinion that if you're choosing Node.js for building servers, you're doing it wrong,' Dahl told The Register." It all started with his team's work on the platform Deno Deploy, "We wanted to make running applications as straightforward as possible," Dahl wrote on the official Deno blog. "But building and operating Deploy also showed us how much complexity remained underneath that developer experience. I wanted to simplify that layer, too."This led to celld. Building on the Cloudflare Workers programming model, celld lets developers build distributed applications from the start while making the system simple to operate. What excites me greatly is that the scaling is built into the programming model, rather than infrastructure each app has to assemble itself.... We want to make this programming model the default way to build servers, whether you run on Cloudflare's network or your own infrastructure. Joining also means choosing where to focus our effort... Deno will remain open source, and we welcome others who want to continue its development. Deno Deploy will continue operating for six months before shutting down. We will provide migration support for paying customers moving to Cloudflare Workers. [Deno's JSR package registry for JavaScript and TypeScript] will continue operating, with its infrastructure moving to Cloudflare. Forbes argues that this acquisition of Deno "turns a long-standing objection to Cloudflare Workers, the claim that applications built on it cannot easily leave, into a selling point."For CIOs evaluating serverless and edge platforms, portability now has a concrete answer... Released in August, [celld] is a single Rust binary that runs Workers and Durable Objects across many machines, with object storage as its only external dependency. Operators run multiple celld instances against one storage bucket, and the software handles placement, routing and persistence. Dahl and Belder will now lead an effort to merge celld into workerd and make self-hosting a supported way to run Workers applications. With this, customers can build an application on Cloudflare's network and move it to a private data center without rewriting it. "With Deno, we improved the experience of writing JavaScript," Dahl argues on the Cloudflare blog, "but we didn't fundamentally change what developers had to assemble around the runtime. The bigger problems are around networked applications: distributing computation, coordinating state, data storage in general, and autoscaling to meet demand..."Could the programming model make partitioning across machines part of the design from the start? The solution clicked into focus when I read about Cloudflare's Durable Objects. It provided a very powerful abstraction: the distributed singleton with a SQLite database. Each Durable Object is like a small, individually addressable server with its own relational database. Its JavaScript execution is single-threaded (which is easy to reason about), it handles WebSockets, and its local SQLite database can be accessed synchronously. By building a chat application using one Durable Object per channel, you have sharded your data and WebSocket connections, and thus made your application scalable... What excites me is the leverage this model gives developers: compute, relational databases, queues, and real-time communication primitives designed for applications distributed across machines. Now Dahl and 12 of his Deno colleagues "will work to build out Cloudflare's Workers platform," explains The Register, "expanding it for potential open-source use. He feels this approach is the way to go.""Right now, every other server is really operating at the Linux VM layer. That is not what Cloudflare Workers are," he said... The ever-fickle Dahl first debuted Deno in 2018 as a rewrite of Node. The name 'Deno' is an anagram of Node, and it was Dahl's attempt to fix everything he felt he got wrong with Node — built-in fetch, a permission model, native TypeScript support et al. Sequoia backed Dahl's company for $21 million in 2022, and as of August, Deno amassed 400,000 monthly users. Nonetheless, Node's gravity proved too heavy for Deno to achieve escape velocity. "What we found over years of working on Deno is that you can't really deviate from Node.js very much," Dahl told The Register. "As we continued to try to get adoption for Deno, we found we had to essentially backpedal on some of the original promises and become more Node compatible over time, and that left us as a kind of an alternative Node.js implementation." Going forward, Cloudflare will supply Deno with bug fixes and security patches for the next year, while Dahl looks for a new home for the MIT-licensed open source project. Dahl's worked could bring "yet another revolutionary turn for server-side JavaScript," the article argues, "offering a runtime that would require only 300 KB of memory per instance, rather than the hundreds of megabytes now required for Node/Deno. Such savings could quickly add up for a cloud provider, especially one serving the voracious agentic market." And as Dahl wrote on the Deno blog, "The need for better abstractions is especially acute with AI. Durable Objects bring together capabilities that are particularly useful for agent harnesses: inexpensive, serverless execution, persistent state, WebSockets, and a high-level JavaScript interface. This is what I'm most excited to explore and why celld focuses on Durable Objects."
  
  
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• Personal Data for Millions of California Students Stolen in Massive Breach
  Millions of current and former students at California's public school have had their data stolen — including names, date of birth, and addresses — stolen in a breach, reports the Los Angeles Times. The breach affects students "who took the state's mandated standardized tests that annually assess their academic proficiency, education officials announced Friday."The compromised information affects many more than the state's current 5.7 million public-school students as the breach dates back to 2023 enrollments. Students who left California but did not confirm their transfer to another school also were affected, dating back to 2006. The data breach involved [nonprofit] Educational Testing Service or ETS, which provides extensive services to California [including test participation and assessment data]... Affected former students, including those who are now adults, are eligible for 24 months of free identity-protection services and identity-restoration help if there is identity theft. Officials said that parents and guardians may want to consider requesting a free credit freeze for their children who are under 16 to help prevent unauthorized accounts from being opened in the names of their children. The breach involved a compromised login credential, according to a web page about the incident from California's Department of Education. The compromised credential was then used to copy files with student information at "various" times between May 22 and September 18, 2026, which drew concern from a cybersecurity expert interviewed by the Los Angeles Times:"A stolen login credential should not become a months-long passport to millions of students' personal records," said Anton Dahbura, executive director of the Johns Hopkins University Information Security Institute. "If that is what happened here, the critical question is why authentication safeguards, access restrictions, and monitoring systems failed to detect and stop the unauthorized activity." He added: "Incidents like this expose a fundamental weakness in how we manage student data: School systems may outsource the storage and processing of sensitive information, but they cannot outsource the consequences of a breach. When millions of student records are concentrated with a single vendor, one security failure can become a statewide problem with consequences that follow children for years." A spokesperson for ETS told the Times that they've now implemented additional safeguards, including strengthened access controls, enhanced monitoring, and more third-party review of their security practices.
  
  
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• Will New Documentary Make Theranos Founder Elizabeth Holmes More Sympathetic?
  TechCrunch writes:"Isn't it weird that I, like, did a TV show about kind of a business scam, and you got in trouble for like ... a business scam?" comedian and filmmaker Nathan Fielder gently asks Elizabeth Holmes. One month before the notorious Theranos CEO surrendered to begin her 11-year criminal fraud sentence in 2023, Holmes and her husband contacted A24 as a last-ditch effort to exonerate her in the public eye, suggesting they send a film crew to document her final days of freedom. Alongside director Lance Oppenheim, Fielder — a cringe-comedy mastermind whose work often walks the line between fact and fiction — embraced the impossible project of figuring out who the infamous Stanford dropout really is. "I never actually made that connection," says Holmes. "I think it's a pretty different situation...." We already know that Elizabeth Holmes is not innocent. What we still can't figure out, though, is whether she really, truly believes she did nothing wrong. Even as she sat on trial — listening to testimonies from investors who lost hundreds of millions of dollars, whistleblowers who were silenced when they flagged that Theranos' blood-testing devices didn't work, and patients who acted on incorrect blood test results — Holmes never wavered. Business Insider says the scariest thing about the new documentary "is how much I wanted to believe her."SFGate calls it "one of the finest works of journalism I've ever seen."As Fielder ingratiates himself with Holmes and [her husband] Evans, he gets them comfortable enough to ask the hard questions: about Theranos, about prison, and even about themselves. The resulting footage is often shocking. You will see Elizabeth Holmes, who still maintains she did nothing wrong, answer "no" when Fielder asks her if she's ever lied in her life... [Y]ou will also see Holmes and Evans spend a great deal of time in this movie attempting to boot up Theranos 2.0. They even go so far as to drag out some of the original Theranos blood testing apparatus, which looks like a bunch of random parts from TigerDirect they hooked together, to show Fielder what their product can do. We do not see it doing anything on screen, but the couple assures that it we would if it was, like, hooked up properly. These scenes are extremely funny, but funny isn't what Fielder is looking for. He's trying to figure out if this woman is a clueless naif, if she believes her own lies, or if she is playing the character of an innocent woman, and doing so with such effectiveness that, to paraphrase Fielder, she might be the most manipulative person in the world. The answer proves fabulously elusive, and so Fielder and Oppenheim go to extremes in their attempt to find it. They hold the camera on Holmes' rubbery elfin face for what feels like hours at a time, to see if she'll blink (figuratively or literally!). They interview Holmes' visiting parents, with the father, former Enron exec Christian Holmes, casually telling Fielder that everything changed for his daughter "when she was raped." To the furthest extreme, they bring in actress Amanda Seyfried — who played Holmes in the Hulu TV show "The Dropout" — to recreate any dialogues Fielder had with Holmes herself that couldn't be recorded on camera. Seyfried is so convincing in mimicking Holmes that you, the audience, might forget which scenes were Seyfried talking to the camera and not Holmes herself. I know I did. Continuing that theme in the film, TechCrunch notes, is how her husband Billy Evans "has constructed a lifelike AI avatar of his wife, trapped inside of a large vertical screen that he wheels over to the dinner table to sit with him and his kids as though she's actually there." Elizabeth Holmes "comes off in the doc as every bit as innately bizarre as anyone showing up for a cinematic freak show might hope," writes Variety:My personal hunch is that Fielder came away thinking Holmes is on the level, to the extent that someone who sometimes seems like an AI program's idea of how a human should behave can be on the level. There are a few possibilities that might explain how Holmes comes off the way she does in the movie: (a) She is a simpleton. (b) She is a conniving sociopath who happens to be utterly brilliant at playing a simpleton. (c) Somewhere between those poles, she is the very emblem of a woman who throughout her life has put herself in the sway of controlling men, to the detriment of her intellect, willpower and emotional development... Is it possible that the more you learn about someone, the less you might know how to think about them? Meanwhile, NBC News recently reported:Elizabeth Holmes, who was convicted of fraud for siphoning hundreds of millions of dollars from several high-profile investors, is scheduled to be transferred from a minimum-security federal prison to a halfway house next year, according to one of her victims... [America's Department of Justice "is required by law to notify victims of crime of case developments through letters and emails," the article points out.] She was sentenced in 2022 to 11 years and three months in prison. She and her business partner, Ramesh "Sunny" Balwani, were ordered to pay 12 victims a total of $452 million in restitution. Holmes has been serving that sentence at a minimum-security prison in Bryan, Texas. The halfway house will provide her greater freedom... In March, a judge cut Holmes' sentence from 135 months to 123 months. According to a court document, the judge agreed with Holmes that she did not personally cause "substantial financial hardship" to her victims. NBC News adds that a prison consultant they interviewed "said inmates who report to halfway houses can work, have phones, drive to religious services or shop for things they need and earn passes for weekends at home."
  
  
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• Scientists Discover Why Microplastics Trigger Inflammation
  An anonymous reader quotes a report from Scientific American: Microplastics are a source of extreme concern for health: the presence of these tiny pieces of plastic has been linked to heart attacks, stroke, dementia and brain tumors. But what drives these associations is unclear. Now a study published in Nature offers a tantalizing clue: microplastics interact with water, generating highly reactive molecules. When microplastics come into contact with water, the water near their surface can become chemically active, generating highly reactive species that can modify nearby substances, including biologically important molecules. As plastics wear down to microscopic sizes, their surface-to-volume ratio increases dramatically. For example, when a credit card is fragmented into particles some 10 microns in diameter, there is a more than 200-fold increase in its surface area, says Wei Min, a chemist at Columbia University and one of the senior authors of the study. As a result, any chemical activity is amplified. Min and his colleagues examined various microplastics -- including polystyrene, polyethylene, polyvinyl chloride, polypropylene and polyethylene terephthalate. Plastic surfaces are hydrophobic, meaning they repel water, Min says. Thus, water molecules cannot form the hydrogen bonds they maintain in liquid form. That changes molecular arrangements, and, in turn, the change influences the local electrical environment and chemical reactivity. The presumed chemical inertness of bulk plastics overlooks the toxicity of their fragmented microscale forms. "For microplastics, this is especially important because fragmentation creates enormous amounts of new surface area," Min says. In past research, microplastics have been shown to cause inflammation, oxidative stress and decreased mitochondrial activity. The new study provides a possible mechanism for this, showing that plastic-water interfaces can perturb proteins, cell membranes, and more. How this might contribute to damage in living tissues in humans is still unclear, Min says. "Ultimately, we hope to connect fundamental interfacial chemistry with quantitative measurements of biological effects, which would help us better understand potential health risks," he adds.
  
  
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• Google Updates Android Earthquake Alerts With 200+ Regions
  Google is expanding its Android Earthquake Alerts System from 98 to more than 200 regions worldwide, using smartphone sensors to detect early earthquake activity and warn users before potentially dangerous shaking begins. The update also enhances the system's "Be Ready" alerts with estimated earthquake magnitudes, epicenter information, maps showing affected areas, and additional safety guidance. From a Google blog post: Be Aware: A straightforward alert for estimated light shaking, letting you know an earthquake has been detected nearby.Be Ready: A detailed alert for stronger shaking, alerting you to prepare to take action.Take Action: A full-screen alert for moderate to heavy shaking, giving you immediate advice on how to stay safe. We've built-out our Be Ready alert with new helpful guidance. In the coming months, you'll see a map with a radius of where we've detected shaking, estimated earthquake magnitude, action you can take, and a button to learn more about the earthquake as information comes in.
  
  
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• Astronomers Discover the First Green Star
  Astronomers have identified what may be the first genuinely green star, a white dwarf called WD J1330+6435 located about 326 light-years from Earth. Space.com reports: The researchers found that some dead star white dwarfs can go a little green around the gills after snacking on orbiting planets. An example of this is WD J1330+6435, a cool white dwarf located around 326 light-years away, which has been accreting rocky material from a planetary companion. This has enriched its atmosphere with calcium, lithium, and sodium, and the team's model suggests this would have led WD J1330+6435 to adopt a green hue. [...] The researchers think that no other star, living or dead, has ever been credibly reported as green. That makes WD J1330+6435 the first known genuinely green star. "The traces of sodium in the atmosphere of this white dwarf absorb the orange part of the spectrum, leaving behind a ghostly green glow," Hollands said. "Imagine standing on a planet and looking up at a green star. It feels like something out of science fiction." The researchers also discovered what may be the reddest star ever observed, the white dwarf WD J1011+2845, located just 48 light-years away. The findings have been published in the journal RAS Techniques and Instruments.
  
  
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• Over $600 Million In Polymarket Election Trades Took Place After Races Ended
  An anonymous reader quotes a report from Wired: Prediction market boosters often tout the platforms as barometers of public opinion, or even "truth machines" offering a clearer picture of where things are headed than polling or other data. In 2024, for example, Kalshi beat many pollsters in forecasting the outcome of the US presidential race. But their trading activity can also tell more perplexing stories. Two global election markets on Polymarket's offshore platform, for instance, generated over $600 million in trading volume, far more than most political markets typically attract. Most of the activity took place buying and selling contracts tied to long-shot candidates who ultimately did not win. The report focuses on suspicious trading activity surrounding elections in Ethiopia and Romania, where researchers uncovered $284 million in questionable trades tied to Ethiopia's election and periods when 99.6% of trading volume in a Romanian election market was flagged as suspected "wash trading." According to Wired, "wash trading is a type of market manipulation in which accounts repeatedly buy and sell assets to create the illusion of heavy trading activity, when in reality, money is simply moving back and forth." Some accounts may also be artificially inflating their activity to qualify for potential cryptocurrency token rewards, a practice known as "activity farming." In response to the Ethiopian trading activity, Polymarket told Wired that the company "immediately flagged this activity, investigated, and blocked the accounts from trading." The company did not explain why the suspicious trades were allowed to continue for months before action was taken.
  
  
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• Cybersecurity Awareness Month is here! Save up to 40% on training and certifications for a limited time.
  Strengthen your cybersecurity expertise and build in-demand skills with limited-time savings on training and certifications. Invest in your future and stay ahead of evolving threats. SAVE NOW
  
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• The Impact of Digital Sovereignty on Open Source Companies
  By Philipp Reisner, CEO LINBIT® Sovereignty is a word borrowed from statecraft. A sovereign country is independent in its decisions. The term digital sovereignty! is a more recent invention that applies to organizations and even individuals. In this article, I discuss what the push for digital sovereignty implies for Linux-focused, open source developers and companies. [0]
  
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• Docker Commits to Bringing the Sandbox Kit Spec to the CNCF
  Docker and the CNCF will partner on an open spec to make agent permissions portable` Docker Sandbox Kits let you package an AI agent together with exactly what it is allowed to do, so anyone can pull the same agent with the same limits, review changes to those limits, and enforce them. Now, Docker has [0]
  
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• Why Your Backups Are Too Big: A Practical Guide to Content-Defined Chunking
  By Gilles Chehade You change one line in a large file. Your incremental! backup re-uploads the whole thing anyway. Nine times out of ten, its not the network, and its not your storage backend. Its the algorithm deciding where to cut your data into pieces. Every deduplication system works the same way: split data into [0]
  
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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.
  
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• 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]
  
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• 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]
  
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• 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]
  
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• 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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Engadget"Engadget - Technology News & Expert Reviews"

• The Tesla Roadster is far from the first car to use fans for downforce
  Here are some of the other, older vehicles that use fans for downforce like the Tesla Roadster does.

• Leaked gameplay purports to show a canceled Assassin's Creed game set in ancient China
  At least there's still Assassin's Creed Jade to look forward to.

• Android Auto can be used outside of your car: Here's how
  It might sound weird to use Android Auto outside of a vehicle, but doing so has unexpected productivity benefits.

• What's actually eating all the storage space on your Android Phone?
  Android phone running out of space? Here's why and what you can do to get rid of old files.

• iPhone Duo shipping estimates have already been pushed back to 2027
  Apple called the early demand "nothing short of extraordinary."

• You might be surprised by how much the Slate truck can carry
  Don9t underestimate this compact pickup.

• What does the yellow light on your Alexa device mean and how do you clear it?
  Don9t panic if your Amazon Echo is flashing a yellow light. Here's what that color means, how to clear it and how to tweak your Alexa notification settings.

• Anbernic's RG DDS is almost double the price of the original Nintendo 3DS
  The premium handheld is expected to start shipping in December.

• This Samsung Galaxy feature can protect you from untrustworthy apps
  Samsung9s Auto Blocker protects your Galaxy phone from security threats, but it does have drawbacks. Here9s what it does and when you might want to turn it off.

• Why are some locations blurred out on Google Maps?
  When using Google Maps, it isn9t rare to see blurred locations. Why does this happen? The answer is simple, and it has everything to do with security.

• EU OS: A Bold Step Toward Digital Sovereignty for Europe
  Image
  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