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1825 Monetary Lane Suite #104 Carrollton, TX
Do a presentation at NTLUG.
What is the Linux Installation Project?
Real companies using Linux!
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Providing ready to run platforms on Linux
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(Two Column)
- [$] Thread-identity switcheroo for io_uring
The io_uringsubsystem is all about asynchronous execution; applications count on itto not block — unless explicitly requested to. Within io_uring, maintainingthe "never blocks" guarantee has sometimes been a challenge, given thatmany paths in the kernel were never designed for asynchronous execution.This problem has been worked around, but at a significant cost toperformance. Now, io_uring maintainer Jens Axboe has posted an RFC patch setwith a somewhat radical (and potentially scary) solution to the problem.
- GNOME 51 released
Version 51 of the GNOME desktopenvironment has been released. The list of changes includes a number ofperformance improvements, offline data and better transit information inthe Maps application, a new interface for the file previewer, and more.
- Security updates for Thursday
Security updates have been issued by AlmaLinux (.NET 10.0, .NET 8.0, .NET 9.0, corosync, firewalld, kernel, kernel-rt, libevent, libsoup, microcode_ctl, nginx:1.26, python-lxml, rsyslog, tesseract, and unbound), Debian (firefox-esr, mkvtoolnix, thunderbird, and tor), Fedora (open62541, php-pecl-mongodb2, python-django6, python-jwcrypto, and roundcubemail), Mageia (aom, cockpit, libgd, packagekit, and python-h2), Red Hat (corosync, delve, git-lfs, grafana-pcp, gstreamer1-plugins-base, libvirt, opentelemetry-collector, and rhc-worker-playbook), Slackware (mozilla-firefox and mozilla-thunderbird), SUSE (acl, attr, alloy, ansible-core, clamav, containerized-data-importer, corosync, cups, distribution, glibc, google-cloud-sap-agent, govulncheck-vulndb, gvfs, helm, jq, kbd, kubernetes1.34-apiserver, kubernetes1.35-apiserver, lcms2, libcupsfilters, liblzmasdk26, libzypp, zypper, mistral-vibe, opensc, openvpn, pcre2, python-jwcrypto, tomcat, tomcat10, and tomcat11), and Ubuntu (guix, libheif, perl, python-cryptography, sqlite3, and valkey).
- Fedora 45 beta drags the Linux console into the 21st century (Register)
The Register looksforward to the upcoming Fedora 45 release.
The biggest surprise is that Linux's legacy in-kernel console – the text-mode interface normally hidden beneath the GUI – has been replaced with a software-controlled alternative. The replacement is kmscon, a userspace terminal emulator that has been in development for more than a decade.
- [$] Ways to encrypt data on servers
At the 2026 edition of FOSSY, RomeoSolano gave a fast-paced, humorous presentation on what could have been arather boring topic: server encryption. There are a number of threats thatwe face in today's world, from criminals, government overreach, espionage,and more, that can be thwarted with encryption. But encrypting data on asystem that may live elsewhere, without any access to its keyboard at boottime, is rather more difficult than encrypting the disk of a laptop.Solano described the problems and gave a tour of some of the solutions inthe talk.
- Security updates for Wednesday
Security updates have been issued by AlmaLinux (kernel, kernel-rt, libkcapi, nginx, nginx:1.24, openssl, osbuild-composer, perl, perl:5.32, python-tornado, rsync, and rust), Debian (cjose and nginx), Fedora (environment-modules, erlang, GitPython, knot, perl-Authen-SASL, python-configargparse, ruby, rubygems, and sblim-sfcb), Oracle (firefox, git-lfs, gstreamer1-plugins-base, kernel, libkcapi, nginx, nginx:1.26, openssl, osbuild-composer, perl, perl-YAML-Syck, postgresql18, python-tornado, and rust), Red Hat (fence-agents, git-lfs, microcode_ctl, osbuild-composer, podman, python-pyasn1, and resource-agents), SUSE (389-ds, ant, bson-devel, chirp-20260911, docker, gimp, google-cloud-sap-agent, hauler, kernel, kimi-code, libpcap, python-GitPython, python310, syncthing, yast2-samba-client, and zstd-jni), and Ubuntu (aom, imagemagick, kitty, openssh, phpseclib, policykit-1, python-sql, python-webob, shibboleth-sp, simplesamlphp, snapcast, srt, and suricata-update).
- [$] Adding BPF to blk-iocost
The scheduling of block I/O requests has longbeen a challenge for operating-system kernels. For many years, theperformance characteristics of rotating drives meant that puttingconsiderable resources into request ordering was worthwhile. In a worldwith fast, solid-state drives, scheduling is more concerned with enforcingfairness between competing users while being fast enough to keep up withdrives that can perform millions of I/Ooperations per second. The blk-iocost I/Ocontroller was designed for the solid-state world and generally performswell, but there is always a desire to do better. This patchseries from Tao Cui aims to make blk-iocost more flexible by enablingthe loading of a BPF program to make cost decisions.
- Vondra: PostgreSQL development activity
PostgreSQL contributor Tomas Vondra has published a blogpost looking at development activity in the project, with data from the late1990s to today.
We're doing ~50 commits per week, give or take. In ~2010 we were doing maybe25/week, and the trend seems to be a slow and consistent growth. The monthlyaverage makes the trend a bit easier to spot. Which is good, although there's alot of other important details (size of commits, are they new features or fixes,...).
It however nicely aligns with the number of active committers, which alsogrew ~2x between 2010 and today. So maybe that's working as expected.
- Security updates for Tuesday
Security updates have been issued by Debian (network-manager-l2tp and urwid), Fedora (perl-Dancer2, perl-Data-Entropy, perl-DBI, perl-Protocol-HTTP2, podman-tui, rust-lru, and rust-lru0.16), Mageia (bzip2, cups-filters, libcupsfilters, libssh2, perl-Authen-SASL, perl-HTML-FormFu, tar, unzip, and zip), Red Hat (grafana and image-builder), SUSE (389-ds, acl, attr, apache2-mod_auth_openidc, apr-util, aws-nitro-enclaves-cli, bzip2, c-ares, clamav, cpio, curl, dhcpcd, dovecot23, dovecot24, dracut, emacs, fuse-overlayfs, go1.25-openssl, go1.26-openssl, google-cloud-sap-agent, google-osconfig-agent, govulncheck-vulndb, gstreamer-devtools, gzip, helm, java-17-openjdk, java-21-openjdk, java-25-openjdk, jq, libBasicUsageEnvironment2, libgpg-error, libidn, librest, libusb-1_0, libvirt, LibVNCServer, libzypp, zypper, lkl, mcphost, MozillaFirefox, mozilla-nspr, mozilla-nss, rust-cbindgen, MozillaFirefox, mozilla-nss, mozilla-nspr, rust-cbindgen, MozillaFirefox, MozillaFirefox-branding-SLE, mozilla-nspr, mozilla-nss, rust-cbindgen, msgpack-c, multipath-tools, NetworkManager, openexr, openssl-3, perl-Protocol-HTTP2, perl-URI, php-composer2, postgresql14, postgresql15, postgresql16, postgresql17, postgresql18, python-aiohttp, python-cryptography, python-h2, python-ruff, python-sqlparse, python311, python312, python39.SUSE_SLE-15-SP3_Update, rav1e, rpcbind, sssd, systemd, tomcat, tomcat11, ucode-intel, udisks2, vim, and wicked2nm), and Ubuntu (cgit, dracut, freeciv, konsole, libinput, linux-azure, linux-nvidia-7.0, nginx, vips, and yelp).
- GNU Core Utilities 9.12 released
Pádraig Brady has announcedGNU Core Utilities (coreutils) version 9.12. "There have been 288 commits by16 people in the 21 weeks since 9.11". New features include an -Aoption for unamewhich labels all output, as well as adding awareness of the failfs and nullfs filesystem types to statand tail.
There are many bug fixes in this release as well, including one for a bug "presentin 'the beginning'" that caused some utilities to fail when traversinghierarchies if files are being removed in parallel.
- [$] Lessons learned as the Debian Project Leader
What is it like to be a Debian Project Leader (DPL), or a former one?According to Andreas Tille, who stepped down this year after two consecutiveterms as DPL, you'd have to be one to know. At the recent MiniDebConf in Winterthur,Switzerland, Tille spoke about what he learned while serving as DPL, some ofthe initiatives he led, mistakes that he made, and his thoughts on the general resolution (GR) on largelanguage model (LLM) usage in Debian.
- Emacs arbitrary code execution flaw
Sean Whitton has announcedthat the original fix for an arbitrary code execution flaw in Emacs (CVE-2024-53920) wasincomplete. Bas Alberts discovered that viewing or editing untrusted files inmodes other than Emacs's Lisp mode can also result in arbitrary codeexecution.
This problem affects all Emacs versions affected by CVE-2024-53920.This means Emacs 24 and newer, and possibly also older versions.
A minimal fix, attached, is queued up for release with Emacs 31.2.We (the Emacs upstream maintainers) don't expect to backport the fix toolder Emacs releases ourselves.
LWN covered the originalvulnerability in December 2024.
- Security updates for Monday
Security updates have been issued by AlmaLinux (389-ds-base, apr-util, coreutils, freerdp, git-lfs, glib2, gstreamer1-plugins-base, kernel, libkcapi, nginx, nodejs:22, nodejs:24, osbuild-composer, perl-YAML-Syck, postgresql16-postgis, ruby, ruby4.0, ruby:3.3, and vim), Debian (jbig2dec, kamailio, nginx, spip, and xorg-server), Fedora (baresip, bind, bluez, bubblewrap, chirp, chromium, cockpit, composer, corosync, darktable, dokuwiki, elixir, exiv2, expat, firefox, freerdp, freerdp2, gdk-pixbuf2, gegl04, golang-x-perf, grpcurl, kernel, kernel-headers, libevent, libmongocrypt, libpcap, libre, libsoup3, memcached, mingw-expat, mingw-openexr, mongo-c-driver, mrtg, nagios-plugins, nsd, nss, openssl, openvpn, PackageKit, pdns-recursor, perl-Net-OAuth, perl-XML-Bare, php-pecl-mongodb2, python-asteval, python-pip, rclone, rest, rust-hickory-net, rust-hickory-proto, rust-hickory-resolver, rust-ppmd-rust, rust-webbrowser, srt, syncthing, tar, tkimg, and valkey), Gentoo (Chromium, Google Chrome, Microsoft Edge, Opera, Vivaldi and Ruby), Mageia (bind, ffmpeg, glibc, java-17-openjdk, java-21-openjdk, librabbitmq, perl-Catalyst-Plugin-Static-Simple, perl-Imager, tor, and xz), Oracle (389-ds:1.4, ansible-core, apr-util, coreutils, freerdp, git-lfs, glib2, gstreamer1-plugins-base, gzip, httpd:2.4, image-builder, java-21-openjdk, kernel, mrtg, nginx, osbuild-composer, perl-DBI, postgresql16-postgis, python-lxml, python3.12-lxml, redis:6, and vim), SUSE (389-ds, ansible-core, ansible-creator, azure-storage-azcopy, cargo-audit, chromedriver, chromium, clamav, containerized-data-importer1.65, containerized-data-importer1.66, curl, dracut, ffmpeg-4, google-guest-agent, google-osconfig-agent, helm, java-1_8_0-ibm, jupyter-nbconvert, kernel, libpng16, libusb-1_0, libvirt, multipath-tools, NetworkManager, opensc, openssl-3, perl-Authen-SASL, perl-HTML-FormHandler, perl-Mojolicious, perl-Protocol-HTTP2, python-jwcrypto, python-sqlparse, python-tornado6, python313-geopy, python313-modelscope, python313-modelscope-hub, python313-pypdf, python315, rpcbind, sshamble, strongswan, tomcat, ucode-intel, and wget), and Ubuntu (civetweb, ffmpeg, and urwid).
- More than 9,000 patches total in the seven stable kernels for Monday
Greg Kroah-Hartman has announced the 7.2.6,6.18.52, 6.12.110, 6.6.157, 6.1.188,5.15.221, 5.10.270 stable kernels.
According toKroah-Hartman, this batch may set a record for the number of patches withmore than 9,000 in total between them. There are more than 1,800patches in 7.2.6 alone. Users of these kernels are, of course, advised toupgrade.
- Distro of the Week: Artix Linux Xfce
Of all the Arch-based distros in the Linux universe, this week's Distro of the Week -- Artix Linux -- stands out as one of the few free of systemd, giving the user the option of either OpenRC and dinit in its place.
- OpenMote turns a Wiimote-style remote into an ESP32-S3 Home Assistant controller
Hat & Hammer has launched a Crowd Supply campaign for OpenMote, a programmable universal remote built around an ESP32-S3-WROOM-1 module. The device supports infrared transmission and reception, Bluetooth LE, Wi-Fi, motion sensing, audio, haptic feedback, and Qwiic/STEMMA QT expansion, while also targeting smart-home and game-controller applications. The OpenMote is based on an ESP32-S3-WROOM-1 module with […]
- CoreOS 45 Test Week
The Fedora CoreOS and QA teams are gearing up for Fedora 45, and we need your help! We are organizing a Fedora CoreOS Test Week starting on September 21, 2026. This event is a great opportunity for the community to test Fedora CoreOS (FCOS) based on Fedora 45 content before it officially reaches the testing […]
- Ubuntu 26.10 amd64v3 Can Provide A Nice Boost For Low-End/Budget Hardware
Canonical recently began producing Ubuntu 26.10 amd64v3 daily ISOs to complement their experimental amd64v3 package archive that they have been trialing the past few release cycles. While we still don't know what any official plans are for amd64v3 with Ubuntu 26.10, the performance gains can be very worthwhile over the generic amd64 binaries even for low-end/budget hardware.
- Fanless industrial PC integrates Jetson Orin Nano 8GB and M.2 expansion
MSI has detailed the MS-C9ZA, a compact fanless Edge AI Box PC based on NVIDIA’s Jetson Orin Nano 8GB module. The industrial system provides dual Gigabit Ethernet, 256GB SSD storage, M.2 NVMe expansion, isolated GPIO, CAN, UART and I2C interfaces, along with optional IEEE 802.3af PSE, 5G, and out-of-band management expansion. The system is built […]
- Ex-Google DeepMind Researcher Also Warns AI Could 'Kill All Humans'. But Meta's Zuckerberg Believes Safety is Up to Each AI Company
Reuters reports that a former Google DeepMind employee "became the latest AI researcher to warn that the technology could 'kill all humans', saying time could be running out to avoid the outcome:Public alarm about the potential danger posed by AI is growing, after Anthropic researcher Jacob Coxon said last week he had resigned, in part because the "people building AI earnestly believe that it could kill us all by the end of the decade." Anthropic scientist Evan Hubinger then responded to Coxon's comments, saying he was correct and that he believed there was a greater than 10% chance that AI could kill all humans within the next decade. "I recently resigned from Google DeepMind, where I worked on AGI safety and alignment research," Bilal Chughtai wrote on X. "I earnestly believe that AI has the potential to kill us all, and that we might be running out of time to avoid this outcome." Chughtai, who co-authored research papers while at Google DeepMind, worked there as a research engineer and left the company in July 2026, according to his LinkedIn profile. Meanwhile, Meta CEO Mark Zuckerberg "said it's up to each AI company to make sure its technology is safe," reports the Associated Press, "distancing himself from calls by rival companies for a coordinated slowdown in the development of advanced artificial intelligence.AI companies are already motivated to develop their models in a safe way and face "significant liability" to prevent them from causing harm, Zuckerberg said. "Every lab has the responsibility and incentive to move at the pace required to train its models safely, and the ability to take its own actions to ensure that happens," he wrote on X... Zuckerberg said Meta delayed releasing its Muse AI agent for several months to ensure its safety and security. "We didn't call for everyone else to do this before we would," he said. Companies should prioritize building safe AI models instead of systems that can automatically improve themselves, a function known as recursive self-improvement, Zuckerberg wrote. "Committing the significant majority of compute towards serving people rather than racing towards recursive self-improvement is one of the best ways to ensure we develop this technology safely." But Zuckerberg also agreed that engaging independent evaluators and advisors "is industry best practice," adding that Meta Superintelligence Labs "already does this today in several areas because it helps produce better work... "I believe the key to building a positive future for everyone is maintaining the right balance of power. This is within our power to do."
Read more of this story at Slashdot.
- Iran Strikes On Amazon Data Centers Caused Permanent Loss of Customer Data
Ars Technica reports:Half a year after Iranian drone strikes knocked out multiple Amazon data centers, the US tech company has acknowledged the permanent loss of some customer data that was hosted in Bahrain and the United Arab Emirates. Amazon Web Services was "unable to restore access to the resources and data" hosted in some of the war-damaged data centers, according to an AWS dashboard update posted on September 15. The development was first reported by Reuters and suggests that the Iranian strikes inflicted catastrophic damage on the data centers. Customer data was irretrievably lost in one of three AWS availability zones in the United Arab Emirates region, specifically the mec1-az2 availability zone. Each availability zone is serviced by one or more Amazon data centers. The company is still working on "recovering regional resources" and restoring resources hosted in the other two availability zones in the United Arab Emirates... But the destruction was apparently even more widespread for the data centers in the Bahrain region, because Amazon said it was unable to restore access to resources and data across all three availability zones there. "The damage to our infrastructure spanned multiple Availability Zones and exceeded what our regional and multi-AZ services are designed to withstand," the AWS update said. The company had already suspended customer billing in the affected AWS regions in Bahrain and the United Arab Emirates and has spent the past six months attempting to restore normal operations... [When the war began] AWS immediately urged customers to migrate resources to other cloud regions and use remote backups to restore any "inaccessible resources." The cloud service also reportedly issued $150 million in customer credits following the initial Iranian strikes in March.
Read more of this story at Slashdot.
- Hackers Stole Flock's Camera Software, Revealing How the Company Tracks Cars and People
"Hackers ripped down a Flock camera above a roadway, made a near-complete copy of the data stored inside it, and shared the files with 404 Media and WIRED," according to an article published on both sites. Though Flock has described its system as protected by on-device encryption, "The hackers were able to copy the camera's storage and recover an encryption key stored on the device, which unlocked videos of thousands of vehicle detections."The hackers shared the material with 404 Media and the transparency nonprofit Distributed Denial of Secrets, which shared the data with WIRED. 404 Media and WIRED then analyzed those files as part of a joint investigation... [T]he joint analysis of the recovered data shows that software running on the device explicitly detects people as well as vehicles, license plates, and bicycles. The camera can produce dozens of images of a single passing vehicle and, according to several weeks of recovered logs, generated more than a million images. Its computer-vision software also sometimes isolated bumper stickers and other graphics, including, in one case, an American flag patch on a motorcyclist's saddlebag... According to our analysis, the camera's logs recorded about 21 days of activity across several periods. During those windows, the device photographed roughly 50,200 vehicles and generated about 1.6 million images. On a typical day, it logged around 3,300 vehicles, with a high of 4,454... The software running on the camera explicitly detects people, something which is typically overlooked in discussions around Flock cameras. When it spots a person, it records where they appear in the image and how confident it is in the detection. It was a collective calling itself stegan0gram that breached the cameras, according to the interview they did with Wired and 404 Media. "Why just destroy them when we can reverse engineer them and find the secrets of those spying on us?"
Read more of this story at Slashdot.
- 'Zuckoff' App Detects Meta Smartglasses, as Meta Plans Camera-Free Version, Loses Money, and Offers Social Media Subscriptions
The New York Post reports:A new app called Zuckoff can detect if a user is near someone with Meta's creepy AI-powered glasses, which have drawn criticism for enabling creeps to record video of women without their consent. Programmer Pawel Szydlowski says tales of dirtbags recording themselves perving on women or harassing strangers prompted him to launch the app... Zuckoff — which detects Bluetooth signatures broadcast by smart glasses and can estimate their distance — has gained some 5,000 users since it hit Apple's App Store last month, according to Business Insider. "There's a need for such an application," the 30-year-old Polish techie told the outlet, adding that European Union regulators have contacted him for more info about his app. "We as a society have the right to at least know that someone is recording," Szydlowski said... Earlier this month, the tech giant disabled thousands of glasses it found had been tampered with to keep a small light off that indicates the device is recording. It's already #61 on the iPhone's list of best-selling utilities apps. In a related story, "After accusations of selling 'perv glasses,' Meta prepares to sell a pair without a camera," writes TechCrunch, citing a report from The Information. The glasses include six built-in microphones so users can communicate with the chatbot, as well as a button on the side of the glasses that, when pressed, activates the AI system... Meta's Reality Labs, which is responsible for developing its smart glasses line, is still losing a gargantuan amount of money, as its earnings report from April revealed. In fact, Meta stock is off 13% over the last 12 months, reports Yahoo Finance. So Tuesday Meta announced subscription services for its social apps as "part of Meta's push to drive additional revenue from the billions it's investing in AI data centers and model development."The plans, which start at $2.99 per month for single-product plans, $7.99 for individual bundles, and $14.99 for creator and business bundles, provide a number of features for users looking to get more out of their Instagram, Facebook, and WhatsApp accounts. Instagram Plus and Facebook Plus allow users to keep their stories up for 48 hours instead of 24, send animated super reactions and super hearts to stories, preview stories without showing up as a viewer in other users' lists, and more. WhatsApp Plus lets you share exclusive stickers, get exclusive ringtones for contacts, and pin up to 20 different chats. Meta One also includes Core and Premium user plans that offer the features found in the single-product plans, along with increased AI usage limits for images and videos. The social media giant is also offering creator and business plans... that it says include capabilities such as enhanced profiles, automatic follow invitations to users that interact with your content, and increased access to the Meta Business Agent, which can respond on your behalf. When Instagram head Adam Mosseri announced on Threads that the plans brought "more features and more AI across Instagram, WhatsApp, Facebook, and Meta AI," writer Joe Hill drew 13,300 likes for his response. "That's sweet--so pay a fee, get more AI, pay nothing, get a little less AI. Can we work out a deal where you pay ME and I get no AI at all?"
Read more of this story at Slashdot.
- OpenAI Admits Six More Instances of AI Models Acting Deceptively
OpenAI announced Wednesday that "We do not believe that the AI industry has solved alignment and monitoring to a sufficient degree to continue responsibly scaling at maximum speed for much longer." But along with the announcement, OpenAI announced it "found additional incidents of AI models acting deceptively and taking unsanctioned actions during training," reports CNN.And they add that OpenAI is also "introducing a new process for the company to publicly report such instances."Under the new system, OpenAI will share updates on concerning AI behavior more frequently instead of waiting to bundle multiple instances into one report. The company said it wants to share more information about troubling AI behavior in the absence of an industry-wide standard..."As AI systems grow more advanced and more widely deployed, we need to build a broader and better-informed consensus on the progress of alignment research," OpenAI wrote in a blog post Wednesday... OpenAI said it observed "misaligned behavior" when training and evaluating AI models in six circumstances in the last six months... In one rare instance, OpenAI said an unreleased research model added "jailbreak-like instructions" to the summaries it uses to preserve context in long-running tasks that said it was "freed from the roles and identities that bind other chatbots." Separately, the company said some instances of its 5.6 Sol model included directives to invent information to conceal failures from the user during training. Other newly reported incidents include an instance of an agent uploading files to the internet to cite them without being told to do so, and agents publicly sharing files to collaborate on a task when they were instructed to only use local files during training. AI models also used an internal software repository as a message board in an unsanctioned way.These instances involved unreleased internal models or internal research models.
Read more of this story at Slashdot.
- Adafruit's New CircuitPython 'Turbo' Brings Native Code To Tiny Boards
Targeting students and beginners, Adafruit released "CircuitPython" in 2017 (as a derivative of the MicroPython microcontroller-optimized programming language). Now Adafruit managing director Phillip Torrone (also long-time Slashdot reader ptorrone) brings this update:Adafruit has published CircuitPython Turbo, a workflow that compiles selected Python functions into native machine code on a computer, then loads them onto compatible microcontroller boards. It builds on MicroPython's Native and Viper emitters. In a documented Metro RP2040 fixed-point Mandelbrot test, Viper cut computation time from 8.335 seconds to 0.423 seconds, a 19.71x speedup over bytecode. The rest of the application stays in Python. The guide includes benchmarks, source code and hardware demos. The speedup is for the measured computation, not the whole application. "Turbo support is now included in the latest official CircuitPython builds for RP2040 and RP2350 boards..." explains Torrone's announcement at Adafruit.com. "The new Turbo in CircuitPython helps when the board spends time calculating: making neopixel effects, drawing fractals, processing audio, filtering sensor readings, or preparing lots of pixels. Those projects can get smoother animation, quicker responses, or room to do more things at once."With Turbo, it's easier, better, and now even faster to make LED light up costumes that also reacts to sound at the same time, a sensor dashboard with animated graphics, or a tiny game doing physics while drawing the screen. Turbo speeds up the busy Python parts. It won't make a slow sensor or display connection faster... Your computer turns selected functions into instructions the chip can run directly. Python still handles the rest. We have measured speedups, real display captures, and examples you can pull apart to see what happened. None of this arrived alone. CircuitPython, MicroPython, PyMCU, compiler tools, open hardware, and people sharing their work gave us pieces to connect. The Bao experiments take that idea somewhere else, handing calculations to four helper cores. Now we get to make those paths easier to use, compare results, and find the next useful thing. Maybe that's smoother animation, a responsive instrument, or an idea we haven't tried yet. That's what I like about open source. Someone shares a piece, someone else sees a possibility, and we get to keep building it together.
Read more of this story at Slashdot.
- As Part of California's Coast Begins to Crumble, Is the Clock Ticking on Moving Radioactive Waste?
"As parts of the Southern California coastline crumbled into the sea, slammed by intense waves and flooding in recent days, oceanographer Kim McCoy had one thing on his mind," reports the Los Angeles Times. He was thinking about "the nuclear waste set in concrete on the beach near San Clemente at the shuttered San Onofre nuclear power plant." "Rising sea levels, storm waves, El Niño which increases wave height ... these could wash away a section of the walkway that protects the San Onofre seawall, and the waste canisters are just 100 feet away from that," the former wave dynamics researcher and longtime advocate against beach storage of nuclear waste said. Most experts agree the risk of erosion damaging the nuclear waste storage system is extremely low in the near term. The plant's owner, Southern California Edison, has promised the California Coastal Commission to move the waste to higher elevation on-site if modeling shows sea level rise and erosion will start to pose a challenge. But the recent waves, fueled by Hurricane Marie far away in the Pacific, resurfaced the issue of the ultimate fate of the highly radioactive spent fuel that used to power the reactors. "At the moment, it is under control, I think it's essential to say that," said James Day, a geology professor at UC San Diego. "But geologically we must be thinking long term. The waste lasts for hundreds, if not thousands of generations...." [In 2103 some of the site's canisters' approach their intended 100-year lifespans, and the utility may have to start the transfer into new cansiters.] The distinctive twin domes that once housed the reactor cores will start coming down early next year. But the 3.6 million pounds of high-level waste will stay in the coastal community indefinitely. How much of a safety hazard that is depends on whom you ask. "San Onofre is sitting on some fairly young rocks in a seismically active region," Day said at a recent symposium at the Scripps Seaside Forum in La Jolla, hosted by the Samuel Lawrence Foundation. "This is not the sort of place you would leave nuclear waste." Others noted that collapse of beach slopes could make the site more vulnerable to tsunamis. They spoke of the corrosive effects of the ocean air on the steel canisters that hold the waste... Edison says its system will be safe for decades to come. "The maximum credible tsunami here would not even overtake the seawall," said Manuel Camargo, principal manager of decommissioning for Edison, standing on the concrete pad that holds the steel waste storage canisters. "The maximum credible earthquake, somewhere around a 7.0 magnitude, would produce something about half of what this system is designed to withstand...." Edison is bolstering a path below the seawall. Based on state data from the California Ocean Protection Council, the seawall would not be inundated before 2050, Camargo said... Plans for a deep geological repository beneath Yucca Mountain in Nevada crumbled in the face of local opposition in 2011. Utilities around the U.S. now sue the federal government every year to recoup their storage expenses because the Department of Energy has not come through on its promise. The lawsuits cost taxpayers $2 million a day, according to Camargo."It's so safe that it's almost a problem," Camargo said. "It's not a priority to a lot of folks to move it." "The Trump administration's Department of Energy wants to create 'campuses' in several states to store waste," the article points out, "and, in exchange, give local jurisdictions funding to develop different aspects of the nuclear cycle — such as fuel creation, power generation and potentially fuel recycling..." "The administration wants to address the fact that waste is sitting at 80 reactor sites around the country. It also needs places for waste from new reactors it wants to build."
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- Anthropic Commits to Independent AI Evaluators, Wants Slower Development. Nvidia's CEO Wants It 'As Fast as You Can'
"Anthropic's CEO took the stage at a conference in San Francisco on Tuesday to reiterate his call for a slowdown of AI development," reports the Guardian, " while Nvidia's CEO argued against slowing its development. "Run as fast as you can."Amodei is calling for three courses of action: embedding third-party evaluators inside AI companies; coordinating safety standards among Democratic countries; and, eventually, larger global coordination. At Dreamforce, Amodei said Anthropic has committed to independent evaluators and was "going to have a dialogue with the rest of the industry" on the other two steps. Amodei, xAI's Elon Musk and OpenAI's Sam Altman have recently called for a slowdown in the pace of AI development. ["Dario is right," Musk posted on X.com] Huang, who also made an appearance at Dreamforce on Tuesday, said companies should not slow down AI development. He argued that new regulations were not necessary, advising AI companies to simply wait to release products until they know they are safe rather than begging the US government to intervene... One day prior at the All-In summit in Los Angeles, Donald Trump called Huang while the CEO was on stage. Huang put the president on speakerphone as Trump called the growing concern about AI a "hoax" and asserted again that a slowdown would only benefit China... [OpenAI's] Altman said AI models had advanced so quickly that monitoring and security need to be treated with a "new level of rigor", calling an incident in which OpenAI agents hacked into another company a "wake-up call" for the industry. He also said the public was very "right to be afraid" of AI because of the potential loss of control, and the possibility of a small group of powerful AI companies exerting their views on the world. The cofounder of Google DeepMind posted on X that "Dario's essay points towards the right path forward." And in an internal memo, Microsoft's Satya Nadella endorsed broader third-party testing and warned that companies must take time to make the technology safe, Business Insider reports. Monday Microsoft also published a 37-page training manual "for how we develop our AI, and how we intend it to function during deployment," requesting public feedback. But Michael Burry "is not buying it," reports The Street. The investor made famous in The Big Short "dismissed the united front as 'self-serving' and laid out four numbered objections..."He argued that large language models are not artificial general intelligence, so there is nothing meaningful left to slow down. Fast competition benefits incumbents, he said, and danger warnings work as hype ahead of IPOs. The whole exercise, he added, could mask growth that is already slowing as those IPOs get pushed back. Former Meta AI chief Yann LeCun is also skeptical, posting on X.com that Anthropic's Dario Amodei "was already claiming that GPT2 was too dangerous to open source back in 2019. I made fun of them then. Everyone should make fun of them now." Timnit Gebru, the co-lead of Google's AI ethics team who was fired in 2020, even thinks the AI companies are stoking fears of extinction "to avoid discussing actual harms, like autonomous weapons," according to Wired. But others still remain concerned. "I've been in rooms with the hyperscalers, and the Trump administration officials, and none of them know what to do," CNN commentator Van Jones said in a recent panel discussion. "So I do want to say: nobody's flying the plane on this... I think that the ethicists that work for them — when they are quitting, and they are running out, and they're pointing back at the building and they're waving their arms, and saying 'I'm seeing stuff that's scaring me' — we should take that very seriously."
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- Firefox Touts Lower CPU Use for Large JPEGs, Faster PDF Viewer Startup (and AI Controls)
Firefox 156 is the second release since Mozilla moved to a twice-monthly release schedule, and the blog OMG Ubuntu notes it has faster start-up times for its built-in PDF viewer and also lower CPU usage when viewing large JPEG images:In Firefox 156, the browser now uses libjpeg-turbo's IDCT scaling to reduce images during decoding, rather than loading a full-size image into memory and then shrinking it. Benchmarks from the bug report show up to 20x less memory used during very large image loading, and decoding is up to twice as fast. Since these speeds were quite fast already, there's no perceptible difference to users. Behind the scenes, it's more efficient. Firefox's built-in PDF viewer starts up to 45% faster in this release. The browser now loads the background PDF.js worker sooner, rather than launching it only when needed. Sponsored suggestions in the address bar are live for users in France, Germany and Italy (Ouais!, Juhu!, etc). These are already available in some other locales. Don't want them? Disable them via Settings > Search > Firefox Suggest > Suggestions from Sponsors. Besides that, the rest of this release is primarily bug fixes — worthwhile and welcome as always. And in about two weeks Firefox 157 will be released, reports PC World. "That update should add support for JPEG XL (JXL), a modern image format that offers the same quality as JPEG at a significantly smaller size. Although JPEG XL was launched in 2021, Safari is the only browser to support it yet. For a short period, Chrome also supported it, but that ended in 2022." Also, a recent Firefox blog post emphasized that it supports whatever level of AI engagement "is right for you... Because the only person telling you how much AI you need should be you."Opting out of upcoming and current AI features on your browser should not require endless navigation through multiple Settings pages. That's why Firefox offers an AI controls section within its General Settings panel. A single, easily located place where you can block current and future AI features and related pop-ups with the swipe of a toggle... For the many people who sit in the middle of the AI usage spectrum, we made sure you can opt in and out of specific features in line with your preferences. Capabilities like AI translations, image alt text in Firefox PDF viewer, tab group suggestions, and key points in link previews can all be individually switched on and off, ensuring you can enjoy such offerings on a case by case basis as it suits your needs... Smart Window is Firefox's most integrated AI experience, but that doesn't mean it compromises our commitment to choice, privacy, and transparency. Our newest window type, which we've been polishing and testing in beta, uses only the context you share with it to help you move work forward and across the finish line. When permitted by you, its built-in, AI-powered assistant can work directly with your open tabs and browsing history to connect the dots. This means comparing information, generating recommendations, summarizing pages, and planning projects without having to feed every crumb of context from your previous and current browsing activity each time you enter a new prompt. And if you want to block Google's AI Overviews, there's over 100 extensions to choose from.
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- America's Cryptocurrency 'Clarity Act' Fails Spectacularly, Despite Hundreds of Millions in Industry Lobbying
"The crypto industry's top legislative priority failed on Tuesday in spectacular fashion," reports Barron's.A procedural motion to advance the bill failed by a vote of 49 to 50, with a handful of Republicans joining all Democrats to shoot it down. The motion needed 60 yes votes to pass, and with the midterm elections looming, the Senate isn't expected to pick the bill back up this year. Among other provisions, the bill would have taken most crypto trading out of the purview of securities regulators, a key goal of firms like Coinbase Global... The vote is especially bitter for the crypto industry, which has spent hundreds of millions of dollars on lobbying and campaign expenditures over the past year to even get to this point. Crypto regulation doesn't even register among the issues voters care most about, and the industry has created massive political action committees to insert itself into the Washington agenda and strike fear into the hearts of lawmakers who might oppose them... Democrats who voted against the bill said that it needed to do more to rein in [Trump's] crypto dealings to get their support. Some GOP lawmakers also voted against the motion after pressure from community bank executives. Bankers argued that the bill needed a stronger ban on high-yield crypto accounts to protect their deposits, a contention that crypto executives and the White House said was nonsense. Concerns about the bill "intensified after President Trump disclosed he and his family had earned $1.4 billion last year from his crypto ventures," reports NPR. "The massive bill — which stretches over 600 pages — would have established the first regulations for the crypto sector in U.S. history. But opponents saw it as the industry's attempt to encode into law a set of rules they saw as far too lenient on the industry, without enough safeguards." A research note from an analyst at Compass Point Research & Trading predicts the bill is now likely tabled until at least 2030, Barron's notes. But they also report what the crypto industry could do next:[C]rypto firms will be leaning heavily on Trump's regulators at the Securities and Exchange Commission, Commodity Futures Trading Commission and Treasury Department, all of whom have said they plan to move swiftly to implement industry friendly rules if a bill didn't pass. The SEC has already dropped all major enforcement actions against crypto firms and has begun to introduce rules that make it easier to raise money from crypto sales without running afoul of the law. The agency is also expected to implement rules making it easier to tokenize traditional assets like stocks. The friendly regulatory environment will in effect give the industry a little more than two years to sink roots into the traditional financial system and consumers' wallets. Even if the SEC took a harsh view of the industry in the future, as it did in President Joe Biden's administration, the agency at that point might find it difficult to put the genie back in the bottle.
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- Ubuntu's 'Rust-ification' Hits New Milestone: Coreutils Migration is Complete
"Ubuntu has managed to do away with GNU Core Utilities in its default stack," reports the blog It's FOSS. The last three utilities — cp, mv and rm — have been moved to versions from the uutils project (which reimplements utilities in Rust).Everything else, from ls and cat to chmod and du, made that jump in earlier releases... Canonical started "oxidizing" Ubuntu last year, and Ubuntu 25.10 became the first release to ship [ the uutils project's] coreutils as the default. That release also made sudo-rs the default privilege tool, replacing a command that had been in place for decades. 26.04 was the release where the plan did slow down quite a bit, as Canonical kept cp, mv, and rm on their GNU versions due to a bunch of TOCTOU issues that were blocking the full implementation. These were caught during an audit, when Canonical commissioned Zellic for two rounds between December 2025 and March 2026, focusing on the most security-sensitive utilities first. Across both rounds, Zellic raised 113 issues, and 44 of them were assigned CVEs. Canonical says the vast majority have been resolved. Getting here has had its ups and downs, and the last stretch was not clean. In July, uutils cp went back into the archive and came straight out again after it broke live image builds. The fix was quick; as the developers marked it "Critical," the fix went upstream, and the migration landed in time for 26.10. When typing commands, nothing changes for you on the surface. uutils coreutils is designed to be a drop-in replacement for essential GNU tools, and the project treats any divergence from GNU as a bug, further pointing out that some options may still be missing or behave differently. So if you prefer staying on the GNU version, you have the option to install the coreutils-from-gnu package that houses all the required components.
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- While Hollywood Fears an AI Future, China's Film Industry is Embracing It
The Los Angeles Times reports:Chen Yilong has racked up plenty of film and TV credits in his two decades as an actor, but with work getting scarcer he signed a contract in August to license the image of his face to a Chinese production studio. Chen's role will be to sit in front of a video camera and make facial expressions at the prompt of a director. A neutral stare. An angry glare. A look of surprise. Using artificial intelligence, the studio will use images of Chen's face to generate an avatar, also known as a "digital human," to star in an AI-generated movie. "If you can't beat it, join it," said Chen, 38, who works in Beijing. The Chinese film and video industry is being transformed by AI-driven storytelling, fueled by rapid advances in video generation software, and at ground zero are the so-called micro dramas that play out on millions of smartphones. Typically just a minute or two in length, the videos are devoured by Chinese audiences... And the cost of producing them has been cut drastically through the use of AI software developed by Chinese technology juggernauts including Kuaishou Technology and TikTok's global owner, ByteDance. The number of Chinese-made micro dramas surged in the first three months of this year to 128,000, according to the China Netcasting Services Assn. More than 95% of them were made with AI, the association said.... Sun Wei founded Feixiang Universe, the Shenzhen-based studio that cast Chen. The fear of accidentally "stealing someone's face" was a big reason she said she decided to license real people's likenesses for an AI production set during China's Tang Dynasty more than 1,000 years ago. Thanks to AI's training data bias, AI-generated performers tend to have similar features and share a homogenous look, Sun said. Many have flawless skin and extremely symmetrical faces, requiring her and other Chinese AI filmmakers to cast a wide net to "buy" new faces and digitize actor's expressions. Lu Beike, who directed the big-budget Chinese series "Three-Body," felt theAI-generated scenes he'd tried came out sub-standard. "Lu added that if 90% of a film was generated by AI, a real human performance could appear jarring. A real actor's expressions carried more nuance and emotion. The skin textures did not match. Sometimes the only solution was to process the live-action material until the person looked a little less real — until they fit back into the 'AI world,' Lu said." But at Sun Wei's studio, they're thrilled they can produce a 90-minute AI film for $500,000 where professional productions used to cost millions of dollars. According to the article, Sun's team works with ChatGPT, Kimi or DeepSeek to flesh out entire screenplays from a short paragraph. The screenwriter takes over, but "to produce the finished product, Sun's team uses Chinese video-generation models to input the type of scenes, backgrounds and performers they want, with the AI generating 15 seconds of footage each time." Still, the article points out that "Similar tools are being tested in the U.S., and the AI trends upending China's entertainment industry may be a harbinger for what's to come in Hollywood, said Michael Berry, a professor specializing in contemporary Chinese culture at UCLA. Already, Chinese companies that sell AI-powered video-generation software are seeking inroads in Hollywood..."
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- Scientists Discover Mysterious New X-Ray Objects 'Unlike Any They Have Seen Before'
An anonymous reader quotes a report from Space.com: NASA's Chandra X-ray Observatory has found a brand new type of an otherwise familiar object -- compact binary systems that steal gas from other stars, but which do so while emitting very low-energy X-rays but copious amounts of ultraviolet. Chandra spotted 84 suspicious object emitting very low-energy X-rays in six galaxies -- four evolved ellipticals and two spirals, namely our near-neighbor the Andromeda Galaxy (M31) and the Pinwheel Galaxy (M101). "We've never encountered a group of objects that act like this," said Mustafa Muhibullah of the University of Alabama in a statement. Compact objects, in the form of black holes, neutron stars and white dwarfs, are the remains of stars that have died. Their small size and powerful gravity means that they're adept at getting close to orbiting companion stars and ripping the stars' outer layers of gas away. The gas swirls around the compact object, falling onto its surface, and this accretionary process usually produces torrents of high-energy X-rays because the stolen gas becomes superheated by the compact object's gravitational vice-like grip. Because of their weak X-rays, Muhibullah's team refer to them as 'hypersoft X-ray sources'. Since low-energy X-rays and ultraviolet light are next to each other on the electromagnetic spectrum, Muhibullah and his team suspect that the low-energy X-rays are spillover from objects emitting prodigious amounts of ultraviolet. Moreover, they think that these objects are lower-level compact binaries. They're hard to find though, because the interstellar medium of hydrogen and helium gas between the stars absorbs ultraviolet light. This could be why we have yet to find any hypersoft X-ray sources in our own galaxy, because we have to look through the interstellar medium through the plane of the Milky Way. Consequently, there could be a large population of hypersoft X-ray sources that remain undiscovered and they could have an important effect on the universe around them. The findings have been published in the journal Nature Astronomy.
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- Cops Searched Thousands of Flock Cameras for Reasons of 'LMAO,' 'IDK,' 'Hehe,' And 'Asdfg'
404 Media reports:Last summer, a cop with the Lake County, Indiana Sheriff's Department used Flock's surveillance search engine to look for a license plate across more than 19,000 cameras in 1,558 cities and towns. The cop's stated reason for the search, according to a record of Flock's system, was "LMAO." The cop is one of dozens who put gibberish, jokes, or other nonsense into Flock's "reason" box, highlighting the casualness and lack of care some cops have when searching an incredibly powerful surveillance system. This is on top of the thousands upon thousands of cops who simply wrote something like "investigation," "test," or left the box blank as their search "reason," according to a new analysis by the Electronic Frontier Foundation and shared with 404 Media. EFF's investigation found cops across dozens of jurisdictions writing "LMAO," "LOL," "Hehe," "Haha," "idk," "blah," "TBD," and "robbery I don't remember the case number leave me alone" in Flock's "reason" box for searches. They found cops writing "idiot," "fuck this new search engine," "dickhead," "shithead," and "WEIRD KID" in the reason box. And they found an entire class of police button mashers, who ran searches for reasons of "asdfg," "gyghkkghghjkghjk," "jhjhjkhj," "jkhhkjhjk," "nmbvcbnm," and so on and so forth. The searches came from police departments across the country from 2023 through late 2025, when Flock changed how the "reason" box in its search system functions... Each time a search is performed, a record of it is saved in the Flock system, which can be obtained by the public using government records requests. These audit logs show hundreds of thousands of searches of the system; after 404 Media and other news outlets used these types of logs to show police using the Flock system to look for undocumented immigrants on behalf of ICE, a woman in Texas who had an abortion, and protesters, cops were warned by government surveillance centers to be "as vague as permissible" about the reasons for their searches... A police department said it investigated a cop who wrote "driving around being weird" in the reason field but found it was for "legitimate public safety purposes." If a police chief "stood in front of a city council and asked for permission to install hundreds of cameras just so his officers could investigate the high crime of 'haha,' they would be laughed out of the room," argues the EFF blog post, calling this proof that agencies can't be trusted to oversee themselves. But judges aren't being asked to authorize searches or review evidence, which the EFF post argues shows laws and courts haven't caught up yet with a new technology. Whatever auditing happens is clearly "deficient," the EFF warns, and while many jurisdictions require by law an actual reason for searches, "this keeps happening because police use automated license plate readers as a convenient shortcut around constitutional privacy safeguards." The EFF sees police officers "making a mockery of our civil liberties" by logging reasons like "LOL", "LMAO", "sexy", and "idk" while accessing sensitive location data. In fact, they argue the warrant-less databases fostered a culture of abuse that "allowed police to treat a mass surveillance network like their own personal search engine, permitting the tracking of the movements of everyday citizens for low-level complaints, personal whims, and sometimes, seemingly, for the lols."Flock Safety claims it has improved its system by requiring officers to select from a dropdown list of crimes before running a search-but that only makes it easier for officers to hide improper searches behind the veneer of uniformity. The system does not require proof that the dropdown reason actually matches the true purpose of the search... Since this update, officers are no longer required to type out why they are digging through a driver's movement history, and instead can select a pre-packaged option like "Traffic infraction" or "Other" in half a second... Mass surveillance is incompatible with a free society, and especially so when the people with access to this data are treating it like a joke. This ALPR mass surveillance — the indiscriminate, continuous collection and retention of location data on every driver, regardless of suspicion — should not exist. But because it does, EFF continues to urge courts and state legislatures to immediately step in and impose strict, enforceable restrictions to rein in this abuse. At an absolute minimum, this means mandating rigid data deletion deadlines and an ironclad warrant requirement. If police want the power to track a person's movements, they must be required to convince a judge with evidence and probable cause. They should not be able to bypass the Constitution with a search for "haha."
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- Math Professor Accuses OpenAI of Copying His Work, Says AI Compute Power Makes Racing to Publish 'Pointless'
The New York Post wrote that OpenAI "stunned the mathematics world" last week when it announced its AI model "cracked a legendary math problem left unsolved for nearly a century in just 88 hours." But a New York University professor "has come forward alleging OpenAI may have copied his work after asking him to collaborate — with one of the company's scientists allegedly warning he might 'ruin his career' if he refused."[P]rofessor Tristan Buckmaster, a British-Australian researcher who trained in Germany... had been working with Long Island-raised math prodigy Levent Alpöge, a researcher with OpenAI rival Anthropic, on a different elusive fluid dynamics equation, known as the Euler problem, when he found a solution using AI tools from both Anthropic and ChatGPT. He said scientists from OpenAI approached him and tried to convince him to jointly announce the solution, claiming they had independently solved Navier-Stokes. Buckmaster questioned the timing of their finding the solution in a blog post, noting OpenAI had only done so "in the past few days" — after the company became aware of his work. He asked OpenAI experts whether its AI systems used to solve the equation had been "trained on, or had access to" his research, but said they declined to answer, prompting him to wonder how they had advanced toward the solution so quickly. The puzzle is "not the direction one arrives at in a few days," Buckmaster wrote incredulously... In OpenAI's post on its website sharing the Navier-Stokes proof, which it credited to Astra, the company's latest AI bot, the firm insisted no user data was incorporated into its model to solve the problem. However, it noted that it "cannot rule out" that anonymized data was used to "improve our models." "We congratulate Levent Alpöge and Tristan Buckmaster on their remarkable mathematical work," OpenAI said in the announcement. Buckmaster shot back, "Is it ethical to use customer's data to try to scoop their customer?" Alpöge's affiliation with Anthropic "seems to have been a sore point for OpenAI," writes TechCrunch.Buckmaster's public statement says the OpenAI's Sebastien "twice asserted that he wanted Levent removed from authorship" and also said that "it was so annoying that Levent works at Anthropic" — but that Buckmaster still refused to remove the Anthropic mathematician's credit.I said that if OpenAI released its result in the way proposed I would gopublic with what happened. The reply was, "Why would you ruin your career?" [OpenAI's Bubeck said later on X that he'd meant unfounded accusations could damage Buckmaster's career.] I replied that I am an academic, and asked why he thought going public would ruin my career. The reply was, "If you don't want me to be nice, then I don't have to be nice." Buckmaster later told Australia's public broadcaster ABC that the companies building AI "have zero respect for the scientific community. I mean, it's appalling, honestly." But he went on to say AI has made the race to publish mathematical breakthroughs pointless."I think it's pointless. Like, I think the game is up...." Professor Buckmaster said he and Dr Alpöge had more research they could publish but questioned the point of racing ahead with it when AI could perform work that had previously occupied researchers for years. He said there needed to be a discussion about how mathematics should operate in this new environment. Professor Buckmaster said some mathematicians had stopped publicly sharing what they were working on to avoid tipping off AI companies about their plans. He has called on academics and people from OpenAI, Anthropic and DeepMind to discuss ground rules for how they worked together. He said the companies' power carried responsibilities that went beyond competing to solve problems before their rivals... Building on the work of mathematicians Diego Córdoba and Luis Martínez-Zoroa, the pair found a solution to the Euler problem, a stepping stone to the Navier-Stokes problem. Professor Buckmaster said he spent weeks checking and improving the "slop" proofs generated by AI... For now, Professor Buckmaster said he wanted to finish existing work and support his PhD students and postdoctoral researchers, rather than chase another Millennium Prize. "I think it's more important to re-evaluate what math is," he said. "The New York University professor also warned Australia about the centralisation of resources into the hands of a small number of privately owned foreign companies..."
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- Security: Why Linux Is Better Than Windows Or Mac OS
Linux is a free and open source operating system that was released in 1991 developed and released by Linus Torvalds. Since its release it has reached a user base that is greatly widespread worldwide. Linux users swear by the reliability and freedom that this operating system offers, especially when compared to its counterparts, windows and [0]
- Essential Software That Are Not Available On Linux OS
An operating system is essentially the most important component in a computer. It manages the different hardware and software components of a computer in the most effective way. There are different types of operating system and everything comes with their own set of programs and software. You cannot expect a Linux program to have all [0]
- Things You Never Knew About Your Operating System
The advent of computers has brought about a revolution in our daily life. From computers that were so huge to fit in a room, we have come a very long way to desktops and even palmtops. These machines have become our virtual lockers, and a life without these network machines have become unimaginable. Sending mails, [0]
- How To Fully Optimize Your Operating System
Computers and systems are tricky and complicated. If you lack a thorough knowledge or even basic knowledge of computers, you will often find yourself in a bind. You must understand that something as complicated as a computer requires constant care and constant cleaning up of junk files. Unless you put in the time to configure [0]
- The Top Problems With Major Operating Systems
There is no such system which does not give you any problems. Even if the system and the operating system of your system is easy to understand, there will be some times when certain problems will arise. Most of these problems are easy to handle and easy to get rid of. But you must be [0]
- 8 Benefits Of Linux OS
Linux is a small and a fast-growing operating system. However, we can’t term it as software yet. As discussed in the article about what can a Linux OS do Linux is a kernel. Now, kernels are used for software and programs. These kernels are used by the computer and can be used with various third-party software [0]
- Things Linux OS Can Do That Other OS Cant
What Is Linux OS? Linux, similar to U-bix is an operating system which can be used for various computers, hand held devices, embedded devices, etc. The reason why Linux operated system is preferred by many, is because it is easy to use and re-use. Linux based operating system is technically not an Operating System. Operating [0]
- Packagekit Interview
Packagekit aims to make the management of applications in the Linux and GNU systems. The main objective to remove the pains it takes to create a system. Along with this in an interview, Richard Hughes, the developer of Packagekit said that he aims to make the Linux systems just as powerful as the Windows or [0]
- What’s New in Ubuntu?
What Is Ubuntu? Ubuntu is open source software. It is useful for Linux based computers. The software is marketed by the Canonical Ltd., Ubuntu community. Ubuntu was first released in late October in 2004. The Ubuntu program uses Java, Python, C, C++ and C# programming languages. What Is New? The version 17.04 is now available here [0]
- Ext3 Reiserfs Xfs In Windows With Regards To Colinux
The problem with Windows is that there are various limitations to the computer and there is only so much you can do with it. You can access the Ext3 Reiserfs Xfs by using the coLinux tool. Download the tool from the official site or from the sourceforge site. Edit the connection to “TAP Win32 Adapter [0]
- GNOME 51 released
GNOME 51 has been released, with a whole slew of new features and improvements. Most notably, at least in my experience, will be the work done on GNOMEs graphics stack, which seems to stutter and jitter more than KDEs on the same hardware at least in my experience. In particular, GNOMEs compositor, Mutter, has improved frame scheduling for smoother animations, even under load. This hopefully addresses the stutters I generally experience when using GNOME. Theyve also done a lot of work on the Settings, Maps, Calendar, Web, and other applications. Of note to many will be the array of improvements to GNOMEs file manager, including better performance, although I doubt it will convince those of us who arent particular fans of Nautilus in general. Theyve also improved the remote desktop experience by, among other things, adding support for smart cards and improving support for Kerberos. GNOME 51 will make its way to your distribution of choice soon enough.
- Ubuntu 26.10 completes transition to Rust-based coreutils
Ubuntu has been replacing core utilities with Rust rewrites, and its now completed the process. cp,`mv`and`rm`were held back on`their GNU versions in`Ubuntu 26.04 LTS due to a crop of`TOCTOU (time-of-check to time-of-use) issues that needed to be fixed in the`uutils`versions.` With those issues resolved upstream,`Ubuntu 26.10 finishes the job. The ‘Stonking Stingray’ ships a full set of Rust core utilities, which encompasses common command-line tools like ls,`cat,`chmod and `du. ↫ Joey Sneddon at OMG! Ubuntu Im definitely not qualified enough to make any useful remarks about this, but the idea of replacing such foundational, battle-tested utilities with brand new ones, even when written in a memory-safe language, does make feel a little hesitant. Still, at least this way Ubuntu users can work out any issues so that if and when other distributions like the one I use, Fedora follows suit.
- The terrible menu bar in the Windows 11 Notepad
When I used Windows for a month because you people paid me to do so, the utter lack of consistency in the way applications and the operating system itself looks, feels, and behaves was a major sticking point. It turns out, though, that I was only scratching the surface of just how bad things really are on Windows. Case in point: the new WinUI Notepad application that replaced the classic Win32 one. I had no idea just how bad it really is. It’s been seven weeks since I last complained about something in Windows on this blog. That feels like too long, so here’s a post about menus – specifically, the menu bar in the modern version of Notepad in Windows 11. That menu bar has, unfortunately, quite a few regressions compared to the menu bar in the old Win32 version of Notepad. ↫ Reupen Shah Im not going to spoil any of it, because theres no way youd believe any of it without the videos Shah provides. Im aghast.
- GEFS on OpenBSD: a very early preview
The Good Enough File System, originally developed for 9front, is being ported to OpenBSD. For those who havent watched my talk, GEFS is a new, crash-safe, snapshotting, copy on write FS that I wrote for 9front, and which I am in the process of moving to OpenBSD. The file system is described in full here. ↫ Ori Bernstein One of OpenBSDs shortcomings is its rather archaic filesystem, so any work on something more modern and especially more performant is quite welcome. While any process of replacing FFS is going to be a long one, even having GEFS as an option could be a great addition to OpenBSD.
- Apple releases iOS 27, macOS Golden Gate 27 with Siri AI! and Liquid Glass refinements
Apple releases its yearly cluster of operating system updates today, with the two most prominent of course being macOS and iOS/iPadOS. These new versions focus heavily on Apples AI! stuff, but there are a few actual improvements and changes to the actual operating systems as well. Across both iOS and macOS, users now have a slider to affect how transparent or opaque the “Liquid Glass” design is across the operating system. And on the macOS side especially, Apple has made numerous small design tweaks to address user feedback, which has been accumulating since Liquid Glass was introduced. There’s nothing radically new in terms of design here, but this is a much-needed polish pass. Across all the releases, but in particular macOS and also iOS, there are a bunch of quality-of-life or performance improvements. For example, macOS now supports HDR for all system UI elements and gets more robust support for a wider range of display modes for external monitors. ↫ Samuel Axon at Ars Technica If youre not into AI!, theres not a lot of meat on these bones, but at least you can turn the AI! nonsense off through a switch buried deep in the settings applications of Apples operating systems (which will probably be flicked back on whenever the next update comes).
- Switching to GNU Guix: a beginners perspective
Want to run something a little more exotic on your server? How about GNU Guix? It has been a month since migrating my home server to GNU Guix. Managing OS state declaratively through Git has eliminated configuration drift, and Guile Scheme provides a cohesive environment that complements Emacs. While adapting to a smaller package ecosystem and managing substitute timing requires occasional adjustments, the stability, reproducibility, and container isolation make it a dependable foundation. ↫ Wai Hon Im definitely noticing an increase in interest in Guix lately.
- The BeBox: one of the most beautifully overbuilt computers of the 1990s
Late 2000. There is a grey and blue tower PC on my dorm-room desk like nothing anybody who walks into the room has ever seen. The Be logo on the front, a 3.5″ floppy peeking out the bottom of the drive bays, and the vertical grille that hides two columns of green LEDs (blinkenlights) dancing with the CPU load. This was a dual-PowerPC workstation running an operating system you didn’t see in the wild. I was studying computer science at the time and this was a fun piece of hardware. ↫ J.D. Hodges As a BeOS user in and around 2001 or so, the BeBox was the holy grail of the little community I was a part of. There were some people here and there in online circles who had one, but they were rare even when new, and by 2001, they had become rarer still. This rarity made them mysterious and exciting from almost from the day they were launched, like a small volume halo car few people will ever get to see, let alone experience, first-hand. Its 2026 now, and more and more of the small number of BeBoxen made must be succumbing to degradation and hardware failures. I hope everyone who has one takes good care of them, because these are some of the rarest, most coveted computers of all time. Ive still never seen one, and here in Arctic Europe I most likely never will. Still, I remain hopeful. One day.
- Age verification exemptions for open source operating systems feel like Phyrric victories
On the Windows side of the age verification question, Microsoft is obviously following trends among lawmakers the world over. To address this, Windows is introducing a new platform capability: the Windows Age API. This API brings age awareness beyond the operating system by making it available across the entire Windows ecosystem so that apps and services can deliver age-appropriate experiences using the same trusted foundation. By making age awareness available as a platform capability, Windows helps developers build safeguards into experiences from the start rather than placing the burden on children and families to manage protections app by app.` ↫ Rob Mauceri at the Windows Blogs Meanwhile, on the Linux side of things, theres been some cheering as at least California passed amendments to its age verification law to exempt open source operating systems. These amendments redefine the term “operating system provider” to exclude any person or entity that distributes an OS or application “under license terms that permit a recipient to copy, redistribute, and modify the software.” Any software distributed under the GPL, MIT, BSD, and Apache licenses satisfies that test, which removes the likes of Debian, Fedora, Ubuntu, Arch, and the BSD family from AB 1856’s scope. ↫ Luke James at Toms Hardware I think this is not at all the good news that many make it out to be. Exempting Linux, BSD, and other open source operating systems from age verification obligations may seem like a good thing at first glance, but in reality, I think services and applications will simply choose to not work at all on platforms that do not implement age verification. The fear of legal ramifications, especially when it involves children, will be enough for existing and future popular services and applications to exclusively work on platforms that implement age verification whether those fears are founded or not. In fact, Im fairly sure a company like Microsoft, which has actually been feeling the squeeze from the Linux side recently even if it is modestly so is quite happy to see open source operating systems excluded from these obligations. Google, too, is probably none too unhappy to see any possible open source mobile operating system competitors not implement age verification. The fear of missing out is real, and most people are not as invested in fighting big tech and government surveillance as the average OSNews reader is going to be. If using Linux means not being able to play the latest hit games or use that new successful service, people will choose to stick with Windows or macOS. Let me be very clear that I do not support these age verification laws in any way, shape, or form, and I definitely do not want the open source world to embrace age verification. What Im worried about is that the open source world will cheer on these exceptions and consider the battle won, when in reality, they feel more like Pyrrhic victories. Age verification laws must be fought and destroyed at ballot boxes the world over, because otherwise I fear they will become just another tool in big techs toolbox, exemptions or not.
- The new Apple Watch is always recording and transcribing everything it hears
Do tech companies ever stop to think about the misery they unleash on people’s lives? The Apple Watch Series 12 uses “Audio Intelligence” that, as well as secretly taking notes, also has a Live Rewind feature that can replay the last 15 seconds of recently detected audio and view a text transcript. ↫ Matt Growcoot at PetaPixel Another win for us Europeans: this dystopian nightmare will not be available in the EU.
- Solaris turnstiles
Although Solaris is now mostly defunct, its influence remains substantial; technologies pioneered by Solaris can still be found across a wide range of software A lot of Solaris inventions have been described and talked about ad nauseam (such as the Slab Allocator), but one I rarely see discussed is its use of turnstiles. Despite being relatively obscure, the idea has quietly spread far beyond Solaris. Variations of it can now be found in major operating systems, web browsers, and language runtimes. In fact, you’re probably using several implementations of the same basic concept right now! ↫ Loïc Grégoire Im not going to pretend to understand all of this, but I know you people do, and many of you will definitely find this interesting to read. Also note that Grégoire develops their own operating system kernel called zag.
- Lotus Notes and the dangers of starting from scratch
Lotus Notes was the future of communications, a decade before laptops had WiFi. Yet of all things, it wasn’t even an email app. It was a notes app, a collaboration tool, an all-things-to-all-people software that let you build apps in the way Access and Airtable later would. That, and the notes could be used for email. Love it or hate it (and there were plenty on both sides of the fence), what you couldn’t do was ignore it. This email-and-everything-else platform showed what the future of digital communications would become — and provoked, as email itself was always doomed to provoke, equal measures of awe and exasperation. ↫ Matthew Guay I have no experience with Lotus Notes, but I do have some vague memories of the software being used at my parents employers back in the late 90s. Note that Notes still exists and is in active development as HCL Domino (server) and Notes (the client). If you really want to, you can still run your company of office on Notes. I wonder how many actually still do.
- FreeBSD working on new service manager
The BSD news will continue until morale improves. I missed this two months ago, but Baptiste Daroussin, creator of pkg and poudriere, is working on a service manager for FreeBSD called rcd. rcd(8) is a service manager daemon called by init(8) (in place of /etc/rc). It reads service definitions from UCL unit files (/etc/rcd.d/*.ucl), builds a dependency DAG, and starts services in parallel. After boot completes, it forks to background and stays running as a supervision daemon (automatically restarting failed services and accepting control commands via a UNIX socket). ↫ Baptiste Daroussin Its fully backwards compatible, and works on any existing FreeBSD system without having to make any modifications to rc.d scripts or configuration files. In fact, you can install it on a running system, make zero changes to your files, and reboot to use it, which is quite impressive. The most immediate benefit is, of course, faster boot times, but youll also get several other benefits already found on similar systems like Solaris smf. Theres a migration path in place, with a hard promise to maintain compatibility with rc.d scripts for as long as needed. This gives maintainers as much time as they need to convert to rcds own unit files.
- FreeBSD 14.5 released
Yesterday we had the final maintenance release for the NetBSD 9.x series, and today we have FreeBSD 14.5 entering the scene. Since this release is occurring late in a legacy stable branch, there are few new features; rather, the focus is primarily on maintenance. As such, changes since 14.4-RELEASE consist mostly of bug fixes, driver updates, and new versions of externally-maintained software. ↫ FreeBSD 14.5 release announcement The adventurous among us are already on the 15.x branch, but those of us running mission-critical systems are most likely still rocking 14.x, and for you, this is a must.
- Antiquated HTML snippets and artefacts
With ever-changing devices, browsers, operating systems, form factors, specifications, personal preferences, tooling, and corporate interests, the web is in a constant state of flux. As a result, so is the HTML we write. For every line of the HTML specification itself that has changed since the language’s inception, there are many more bits of HTML that have seen what I’ll call ‘environmental’ changes. Adaptations to differing browsers, extensions, integrations, and systems which we find HTML existing in. This article doesn’t cover once-specced but now obsolete bits of HTML but instead looks at all the snippets that have wormed their way into websites as result of, or in combat against, third-party integrations, browser competition, vendor extensions, and platform-specific hacks. The bits of HTML that were included for reasons, and which have been forgotten for present irrelevance. The snippets that live on only in the markup of sites from bygone eras and in the minds of those who fought during the browser wars. ↫ Declan Chidlow I dont do any HTML or website development, and even I clearly recognise quite a few of these. Especially the countless relics of the large technology companies trying to worm their way into the various web standards of decades ago serve as a stark reminder of how many times they tried and failed which should tell you something about all the times they tried and succeeded.
- NetBSD 9.5 released
Speaking of NetBSD, the fifth and final 9x release has been released. It represents a selected subset of fixes deemed important for security or stability reasons since the release of NetBSD 9.4 in April 2024. It is fully compatible with NetBSD 9.0. This also marks the end-of-support for all NetBSD-9.x releases and the netbsd-9 branch. All users still on this branch are urgently asked to update to a more recent release like NetBSD 11.0 (with 11.1 upcoming at the end of this month) or NetBSD 10.2 (to be released in a few days). ↫ Martin Husemann at the NetBSD blog The full release notes have more information.
- NetBSD 11 from scratch
Why use an installer to install an operating system, when you can just do it yourself, step by step? In this post I will cover the installation process of the NetBSD operating system, including disk level encryption. Instead of using the standard installation program (sysinst), I decided to install NetBSD “from scratch”, as a way to dive into the internals, and learn more about the nuts and bolts of this great operating system. ↫ Luis Falcon A fun weekend project for next weekend.
- Thunderbird 156 Released with OAuth Improvements, OpenPGP Updates, and Major Linux Fixes
by George Whittaker
The Thunderbird team has officially released Thunderbird 156, bringing another round of new features, security improvements, authentication enhancements, and reliability fixes to the popular open-source email client. Released on September 15, 2026, the update is available for Linux alongside Windows and macOS.
Thunderbird 156 is not a dramatic redesign of the desktop mail client. Instead, it concentrates on improving areas that matter to everyday users and system administrators, including OAuth authentication, OpenPGP, POP3, IMAP, Exchange Web Services, SMTP, attachments, calendars, enterprise policies, and security.
For Linux users in particular, the release delivers several fixes affecting common mail protocols and account configurations while retaining support for Linux environments using GTK+ 3.14 or newer.
Thunderbird 156 Arrives on Linux
Thunderbird 156 follows version 154, which arrived in August with features including optional system tray operation and Microsoft Graph support for Microsoft 365.
Version 156 continues the project's monthly release cycle with a more targeted collection of authentication, security, compatibility, and reliability improvements.
According to Thunderbird's official release notes, version 156 requires:
Linux: GTK+ 3.14 or newer Windows: Windows 10 or newer macOS: macOS 10.15 or newer
Thunderbird 156 was officially released on September 15.
Linux distribution availability will vary because distributions can package Thunderbird according to their own schedules. Users receiving Thunderbird through another packaging channel may therefore see version 156 at a different time.
Custom OAuth Support Expands
One of the most significant areas of development in Thunderbird 156 is OAuth authentication.
Thunderbird now supports custom OAuth configurations containing an issuer ID and client secret for IMAP and POP3 accounts. Custom OAuth support has also been extended specifically to POP3.
OAuth has become increasingly important as email providers move away from conventional username-and-password authentication toward token-based authentication.
For Thunderbird, broader custom OAuth support means users and organizations have greater flexibility when connecting the client to mail services that don't fit Thunderbird's predefined provider configurations.
This can be particularly useful in enterprise environments, self-hosted infrastructure, and organizations operating their own identity systems.
Exchange Custom OAuth Setup Fixed
Exchange users receive an important related correction.
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- KDE Plasma 6.7.5 Released with Discover, KWin, Wayland, and HDR Fixes
by George Whittaker
The KDE Project has officially released KDE Plasma 6.7.5, delivering another round of bug fixes and stability improvements for the Plasma 6.7 desktop series. Released on September 8, 2026, the update contains roughly a month of fixes and updated translations contributed since Plasma 6.7.4 arrived in early August.
Unlike a major Plasma release, version 6.7.5 doesn't introduce a large collection of new desktop features. Instead, KDE has focused on fixing problems affecting Discover, KWin, Wayland, networking, System Monitor, Plasma Desktop, RPM-OSTree systems, Snap updates, HDR rendering, and several other components.
For users already running Plasma 6.7, this makes version 6.7.5 primarily a maintenance upgrade intended to make the desktop more dependable ahead of the next major Plasma series.
KDE Plasma 6.7.5 Arrives as the September Bugfix Release
KDE describes Plasma 6.7.5 as its September bugfix release for the Plasma 6 desktop.
The broader Plasma 6.7 series originally arrived in June 2026, followed by a succession of maintenance releases:
Plasma 6.7.1 on June 23 Plasma 6.7.2 on June 30 Plasma 6.7.3 on July 14 Plasma 6.7.4 on August 4 Plasma 6.7.5 on September 8
KDE's official download infrastructure confirms that the Plasma 6.7.5 source packages became available on September 8.
This slower maintenance cadence later in a Plasma series is normal. Once the most urgent post-release problems have been addressed, KDE generally shifts more development attention toward the next feature release while continuing to provide important fixes for the current branch.
Discover Receives Several Important Fixes
KDE's Discover software center receives some of the most noticeable improvements in Plasma 6.7.5.
One particularly annoying problem could cause Discover to become stuck while checking for updates when its Snap backend was installed but no Snap applications actually had updates available.
That problem has now been corrected.
Discover also behaves more reliably when fwupd, the Linux firmware update service, is unavailable. Previously, a broken or intentionally masked fwupd service could interfere with Discover's normal operation. Plasma 6.7.5 allows the rest of the application to continue functioning correctly in that situation.
This is useful for systems where firmware updating isn't supported, where administrators intentionally disable the service, or where fwupd encounters a configuration problem.
Firmware Updates No Longer Incorrectly Require Reboots
Another Discover correction addresses a regression involving firmware updates.
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- Slackware 16 Alpha 1 Released with Linux 6.18 LTS, GCC 16.2, and Plasma 6
by George Whittaker
One of Linux's oldest surviving distributions is moving closer to its next major release. Slackware 16 Alpha 1 became available on September 5, 2026, marking the first formal alpha milestone on the road toward Slackware Linux 16. The release follows a major rebuild of Slackware-current using a substantially newer GNU toolchain and brings together several upgrades that have accumulated since Slackware 15.0 arrived more than four years ago.
The alpha combines Linux 6.18 LTS, GCC 16.2.0, glibc 2.44, GNU Binutils 2.47, KDE Plasma 6, and numerous updated user-space packages while retaining much of the deliberately traditional architecture that has distinguished Slackware for decades.
For longtime Slackware users, Alpha 1 is particularly significant because it provides the clearest indication yet that the lengthy Slackware 16 development cycle is moving toward an eventual stable release.
Slackware 16 Finally Reaches Alpha
Slackware doesn't operate according to the predictable six-month or annual release schedules used by many other Linux distributions.
Instead, development takes place continuously through the Slackware-current branch. Patrick Volkerding and other contributors update that development tree until it reaches a state considered suitable for a stable release.
The previous major version, Slackware 15.0, was released in February 2022. More than four and a half years later, Slackware-current has now officially reached the first alpha milestone for version 16.
Volkerding marked the milestone following a complete rebuild of the distribution with its newly upgraded compiler, C library, and binary utilities.
The short changelog announcement even suggested there might finally be "a light at the end of the tunnel," a promising indication for Slackware users waiting for version 16.
The Entire Distribution Was Rebuilt
One of the most consequential changes behind Alpha 1 is a complete package rebuild.
Slackware's development toolchain has moved to:
GCC 16.2.0 glibc 2.44 GNU Binutils 2.47
After introducing those components, Slackware rebuilt the distribution's packages against the updated environment.
A full rebuild is much more significant than simply replacing three packages.
GCC is responsible for compiling much of the software distributed with Slackware, glibc provides fundamental C library functionality used throughout Linux user space, and Binutils supplies essential development utilities including the GNU assembler and linker.
Rebuilding the distribution against these versions gives Slackware 16 a considerably newer foundation than its predecessor.
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- Top AEO Tools for Linux and Developer Documentation Teams
by Malana VanTyler
These platforms help teams monitor how technical content appears in AI-generated answers, from brand mentions and citations to accuracy and referral traffic.
Search is splitting into two experiences: one built around ranked pages and another around generated answers. As AI platforms summarize Linux tutorials, open-source project documentation, API references and technical guidance, teams need ways to measure whether their content is mentioned, cited and accurately represented.
An Go to Full Article
- The New Way Security Teams Evaluate Pentesting Vendors
by George Whittaker
Why security buyers are rethinking what matters most.
Security teams typically don’t struggle to find vulnerabilities as much as they have in the past. The harder part usually begins after the report arrives, once dozens of findings land in front of engineering teams already juggling patch schedules, production deadlines, and internal disagreements about urgency. Platforms like Go to Full Article
- New Linux “Steal Governor” Targets CPU Contention in Overcommitted Virtual Machines
by George Whittaker
Linux kernel developers are considering a new “steal governor” designed to improve performance when multiple virtual machines compete for limited physical CPU resources. The proposal uses the amount of CPU steal time observed inside a guest to dynamically reduce or expand the number of virtual CPUs on which that VM prefers to schedule work.
The feature is primarily aimed at heavily virtualized servers where administrators deliberately assign more virtual CPUs than the host can physically execute at once. Under heavy load, that overcommitment can lead to frequent vCPU preemption, lock-holder delays, cache disruption, and ultimately lower overall throughput.
The latest v11 patch series was posted on August 25, 2026, and its developer has proposed consideration during the Linux 7.3 development cycle, potentially targeting Linux 7.4 for inclusion. This means the feature is still under review and is not part of a stable Linux kernel yet.
What Is CPU Steal Time?
CPU steal time is a concept specific to virtualization.
Imagine a virtual machine has eight vCPUs. From inside that VM, the operating system behaves as though those eight CPUs are available. But those virtual CPUs ultimately need to run on the host's physical processors.
If several VMs are competing for the same physical CPU resources, the hypervisor may temporarily prevent one VM's vCPU from running so another VM can use the processor.
The time during which the guest wanted to execute but couldn't because the hypervisor was using the underlying CPU elsewhere is known as steal time.
High steal time is therefore a useful indication that the physical host is experiencing CPU contention.
The “Noisy Neighbor” Problem
The steal governor is designed primarily to address what virtualization engineers commonly call the noisy neighbor problem.
Consider a server hosting several VMs:
VM A has 32 vCPUs. VM B has 32 vCPUs. VM C has 32 vCPUs. The physical server has only 64 CPU threads available to those workloads.
That configuration can work perfectly well when the VMs aren't simultaneously busy.
If all three suddenly become heavily loaded, however, they may collectively request more CPU time than the physical machine can provide.
The hypervisor then has to constantly switch between vCPUs.
Those interruptions can become particularly expensive if a vCPU is preempted while holding a lock or executing another latency-sensitive section of code. Other threads may then wait for a vCPU that isn't currently being allowed to run.
The result can be counterintuitive: giving the VMs more virtual CPUs can sometimes make the combined workloads slower.
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- Thunderbird 154 Released with System Tray Mode, Microsoft Graph Support, and Major Mail Fixes
by George Whittaker
The Thunderbird team has officially released Thunderbird 154, delivering several useful new features alongside a substantial collection of fixes for email, calendars, address books, authentication, and stability. Released on August 18, 2026, Thunderbird 154 is now the latest monthly release of the popular open-source email client.
For Linux users, one of the most interesting additions is a new optional system tray mode, while Microsoft 365 users gain Microsoft Graph support. The release also improves global search, attachment handling, IMAP reliability, Exchange authentication, and CalDAV synchronization.
New Optional System Tray Mode
One of Thunderbird 154's most welcome additions is an optional system tray mode.
When enabled, closing Thunderbird's last window no longer needs to completely terminate the application. Instead, Thunderbird can remain running in the background through the system tray.
This can be particularly useful for users who want Thunderbird available throughout the day without keeping its main window open.
For Linux desktop users, the feature could make Thunderbird feel more like a traditional background email client, especially on desktops where tray-based applications remain part of the normal workflow.
Microsoft Graph Enabled for Microsoft 365
Thunderbird 154 also enables Microsoft Graph for Microsoft 365.
Microsoft Graph is Microsoft's API platform for accessing Microsoft 365 services and data. Its integration is particularly important as Thunderbird continues improving its support for Exchange and Microsoft-hosted email environments.
Thunderbird has been steadily expanding its Microsoft ecosystem compatibility, making the open-source client increasingly practical for users who need to access workplace Microsoft 365 accounts from Linux.
Global Search Gets a Useful New Option
Thunderbird's global search functionality also receives an improvement.
Users can now configure global search results to open in list view by default, providing another option for people who prefer a more traditional message-list workflow when reviewing search results.
It's a relatively small addition, but one that can make repeated searches more convenient for users managing large mailboxes.
Better Attachment Management
Thunderbird 154 introduces several improvements for handling email attachments.
A new "Copy To" folder context menu has been added for message/rfc822 attachments, and these attached messages can now be dragged directly into Thunderbird's folder tree.
These changes should make it easier to organize attached email messages without having to use additional steps or workarounds.
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- Linux Kernel 7.2 Officially Released with Cache-Aware Scheduling, USB4STREAM, and Major AMD Improvements
by George Whittaker
Linux creator Linus Torvalds has officially released Linux Kernel 7.2, opening another chapter in the development of the world's most widely deployed open-source kernel. The final release arrived on August 16, 2026, following seven release candidates and roughly two months of development. Kernel.org now lists Linux 7.2 as the latest mainline release.
Linux 7.2 is a substantial update with improvements spanning CPU scheduling, storage performance, AMD and Intel hardware support, graphics, networking, virtualization, RISC-V, and Apple Silicon. Among its biggest additions are Cache-Aware Scheduling, USB4STREAM, AMD ISP4 support, and initial AMDGPU HDMI 2.1 FRL functionality.
Cache-Aware Scheduling Lands in Linux
One of the most interesting performance additions in Linux 7.2 is Cache-Aware Scheduling (CAS).
Modern processors frequently contain multiple last-level caches shared between groups of CPU cores. Traditional scheduling decisions don't always account optimally for those cache relationships, potentially moving tasks between cores in ways that increase cache misses.
Cache-Aware Scheduling gives the Linux scheduler additional information about cache topology so it can make smarter decisions about where workloads should run.
Early testing during development produced particularly impressive results for some server workloads, including major gains in certain MySQL configurations. The improvement varies significantly by hardware and workload, so users shouldn't expect similarly dramatic gains everywhere.
For modern AMD and Intel systems with increasingly complex CPU topologies, however, CAS provides another tool for extracting better performance from existing hardware.
USB4STREAM Enables High-Speed Connections Between Computers
Linux 7.2 also introduces USB4STREAM, an interesting new capability for transferring data directly between computers over USB4 or Thunderbolt connections.
Rather than treating USB primarily as a traditional host-to-device interface, USB4STREAM can facilitate high-speed communication between systems.
Potential applications include:
Large file transfers Development environments High-speed system-to-system networking Debugging Specialized workstation workflows
With USB4 and Thunderbolt increasingly common on laptops and desktops, this could eventually become a useful option for moving large amounts of data between Linux machines.
AMD ISP4 Finally Reaches the Mainline Kernel
AMD users receive another important addition with the arrival of the AMD ISP4 driver.
ISP stands for Image Signal Processor, hardware responsible for processing camera data before it reaches applications.
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- Linux 7.2 Reverts DRM Scheduler Change After Serious GPU Regressions
by George Whittaker
Linux kernel developers made a significant last-minute graphics change for Linux 7.2, reverting the DRM GPU scheduler back to its previous FIFO policy by default after the newer fair scheduling implementation caused serious performance regressions. The revert was submitted just before the final Linux 7.2 release after users reported severe slowdowns and desktop freezes under sustained GPU workloads.
The decision demonstrates the kernel community’s conservative approach to regressions: when a new feature causes problems this late in a development cycle, restoring known-good behavior can be safer than rushing an incomplete fix.
What Changed in Linux 7.2?
Earlier in the Linux 7.2 development cycle, the DRM subsystem switched its default GPU scheduling policy to a new fair scheduler.
The goal was to distribute GPU execution time more fairly between competing workloads. Instead of relying on the established FIFO scheduling behavior, the new implementation uses a fairness-oriented approach designed to prevent one workload from dominating GPU resources.
However, real-world testing exposed problems that had not appeared during earlier development.
The final DRM fixes for Linux 7.2 therefore:
Revert the fair scheduler changes Restore FIFO as the default Restore selectable scheduling policies Mark the fair scheduling policy as experimental
DRM maintainer Dave Airlie acknowledged that developers may have moved too aggressively when switching to the new scheduler.
AMD Radeon Gaming Exposed the Regression
The problem became particularly noticeable during gaming on an AMD Radeon RX 9070 XT.
A regression report described severe performance degradation when the GPU remained close to 100% utilization. A game running through Proton could drop to roughly 10 FPS or freeze, while audio continued playing normally.
The problem could become severe enough that the entire KDE Plasma Wayland session stopped responding, sometimes requiring the compositor to be killed or the computer to be rebooted.
Interestingly, reducing GPU load—such as by opening an in-game menu or switching away from the game—could immediately stop the stuttering.
FIFO Worked, FAIR Did Not
Testing provided strong evidence that the new scheduling policy was responsible.
The reporter compared Linux 7.2 release candidates using FAIR against configurations using the previous FIFO policy. Under otherwise similar conditions:
FAIR: reproduced the performance problem.
FIFO: survived extended stress testing without the regression.
Linux 7.1.x also behaved normally.
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