Perplexity and Nvidia Launch Fully Local AI Agent With Zero Token Costs
Perplexity and Nvidia have launched “Portable Computer,” a local-first version of Perplexity’s agent platform that runs AI models, files, tools, and workflows directly on Nvidia-powered Linux hardware. Local tasks incur no token charges and keep data on-device by default, with users asked for permission before the system escalates a step … ⌘ Read more

Dr. Dre Says He Uses AI To Produce Songs
An anonymous reader quotes a report from Gizmodo: Dr. Dre, the pioneering rapper and seven-time Grammy-winning producer behind hit songs like Tupac’s “California Love” and Eminem’s “The Real Slim Shady,” is very much pro using artificial intelligence tools to make music. In an interview with the New York Times, Dr. Dre and Interscope Records co-founder Jimmy Iovine spoke about artificia … ⌘ Read more

One-Third of Web Pages are Now Written With AI, Says Pew Research
A Pew Research senior data scientist analyzed 500,000 English-language webpages from the past five years with an AI detection tool to estimate how many were likely written or edited by AI:

Of all the pages in this sample, 10% show significant signs of AI authorship… If we filter old webpages out of our samples and look at only the pages published … ⌘ Read more

Flock is Secretly Building a Powerful New Prompt-Based AI Tool for Police
Slashdot reader fjo3 shared this article from Wired:

[Flock] has told the public for years that its technology “cannot recognize, identify, or track individuals.” It has now built a system that does both, an artificial intelligence tool for police that can identify drivers and track vehicles by their patterns of movement alone … ⌘ Read more

China’s YouTube Rival Bilibili Is Going Global
Bilibili, often described as China’s answer to YouTube, is relaunching its international app and preparing an English-language site as part of a broader push into the U.S., Europe, Japan, and other markets. The company is courting Western creators like MrBest, hiring community and moderation staff globally, and building tools for brand partnerships. Semafor reports: The revamped inte … ⌘ Read more

@lyse@lyse.isobeef.org I don’t do it that often, either. But when I do, I always wanted to have such a tool. :-) And since it turned out super easy to “implement” … Why not.

Intel XPU Manager 2.1 Released For Monitoring Arc Pro Graphics On Windows/Linux
Intel XPU Manager 2.1 is now available as the latest version of this open-source tool for Linux and Windows systems for the monitoring and management of Arc Pro graphics cards. The Intel XPU Manager helps in keeping an eye on device utilization and other metrics via the xpu-smi command and other components… ⌘ Read more

Linux GPU Configuration And Monitoring Tool (LACT) adds more NVIDIA GPU overclocking options
The Linux GPU Configuration And Monitoring Tool (LACT) is great for making a lot of GPU tweaks simple, with a new release v0.10.0 adding new options.

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Read the full article on [GamingOnLinux](https://www.gamingonlinux.com/2026/08/linux-gpu-configuration-and-monitori … ⌘ Read more

Most of this insane power consumption happens during the models training, so the additional cost of prompting, is minimal. Facebook invented cool ways to exted the environmental damage far beyond the training stage, by dumping the dirty data center water into nearby water sources, but that’s more so a Facebook problem, than a fault of AI.

I would still never waste my own money, paying for any AI subscriptions that my employer doesn’t already pay for, no matter if we use them, or not.

I am also against aggressive scraping and taking everything as training data, disregarding the authors wishes and license. I allow it on my website, mostly as proof that no matter how much they scrape my stuff, the real me remains both a superior webdev and artist.

I am well aware this makes me come across really egotistical, especially after developers far better than me, embraced vibe coding, arguably way too much. To give an example, all attempts to get Microsoft Copilot, that’s embedded into SharePoint, to generate an extension/uBlock filter to make SharePoint revert to the old superior UI failed, but I was able to do that in three lines of code ( https://thecanine.smol.pub/ublock-filters ), in half an hour, despite me never seeing the code of that page before. After a few of these comparisons, it is increasingly hard to see most of these tools, as my replacement.

I am not even going to talk about the people trying to imitate my art style with AI, until they can show me a result where all the squares are the same size, in a grid and actually square.

@movq@www.uninformativ.de @david@daiwei.me @thecanine@twtxt.net Yeah, I’m with you. It is just a tool, but it’s a tool that burns rainforests and boils lakes when you use it, owned by some incredible awful human beings, and built on the backs of an increasing number of crippling mass-scraping campaigns. These costs are just too high.

I have to use it at work, but it’s “the new norm” in software, so I’m hoping to use it just enough to get by until either 1) the bubble pops (and we don’t have to use it anymore) or b) I retire. And actually, 1) happened for a minute back in June when M$ increased the prices of tokens, so it’s certainly possible it could happen again.

All that having been said, I think the technology itself has some interesting uses, and I’m looking forward to the day when I can host some open source models on local hardware. But I can wait.

And yes, the site is unreadable on mobile, which is kinda wild for 2026. 🦆

Meta’s ‘Open’ Muse Glimmer Model Can Run On a Single Computer
Meta has released Muse Glimmer, a slimmed-down open-weight AI model designed to run locally on a single GPU for agent tasks such as scheduling, file management, coding, and tool use. The release is based on Meta’s closed Muse Spark 1.2 model and appears to be aimed at attracting developers who want capable AI agents without relying entirely on cloud-hosted … ⌘ Read more

The author of the Xfce Wayland compositor on LLMs:

https://www.spurint.org/journal/2026/07/llms-and-xfwl4

He openly admits that he’s totally aware of the issues. But he simply doesn’t give a fuck.

This is (part of) why this whole AI/LLM topic makes me so sad and angry: Many people in tech are such a disappointment. You’re smart and intelligent, but you don’t give a fuck about anything. “It’s just a tool.”

New Orleans Will Use AI To Answer 911 Calls Instead of a Human
“If you call 911 in New Orleans, you may hear the sound of an artificial intelligence (AI) agent answering your call instead of a human voice,” reports the Shreveport Times:

The Orleans Parish Communication District (OPCD) is currently testing out the new tool designed to reduce the volume of calls human dispatchers must handle, which is over a thousand … ⌘ Read more

@david@daiwei.me Absolutely insane! For almost all the tools I always need two hands for sure. I can’t imagine using just a single one. And then his stuff turns out 100 times better than I could ever do.

There are advantages with just a single hand, though. I cut myself in the finger with scissors earlier. How stupid is that! :-D

Cloudflare Announces Open-Source Cloudflare OS As AI ‘Operating System’
Cloudflare has open-sourced Cloudflare OS, an Apache 2.0-licensed platform that lets organizations build AI agents, apps, and workflows using curated company data and tools within isolated, governed environments. Despite the name, it is not a traditional operating system but a framework for securely managing organizational AI workloads … ⌘ Read more

KGamma2 Makes For Easy Gamma Adjustments On KDE Plasma With Wayland
KDE developer David Edmundson announced today his KGamma2 tool in aiming to address a pain point for KDE Plasma desktop users on Wayland… ⌘ Read more

Rogue Police Officers Have Turned Flock’s Nationwide Camera Network Into a Stalking Tool
A woman found her police officer ex-boyfriend cop had used Flock’s camera system 600 times to look up the location of her and her daughter, reports the Washington Post (Alternate URL here). (She found out through Have I Been Flocked, described as “a website that aggregates police search logs made avail … ⌘ Read more

New Google Earth AI Tool Could Fuel Misinformation, Experts Say
Google has integrated its Nano Banana 2 image generator into Google Earth, allowing users to place AI-generated events and objects onto real satellite imagery. The company says its AI-generated images contain invisible watermarks detectable through Gemini or Lens, but the BBC found those safeguards and some third-party detection tools can be fooled … ⌘ Read more

New MCP Specification Addresses the Main Barrier To Enterprise Adoption
An anonymous reader quotes a report from Ars Technica: This week, the Model Context Protocol (MCP), an open source standard for how AI systems interact with external tools and data sources, saw its largest update since its introduction. Most notably, MCP’s protocol core is now stateless, so requests are no longer dependent on a session t … ⌘ Read more

Google Brings Its Age-Assurance Tech To Android Developers Worldwide
An anonymous reader quotes a report from TechCrunch: Google is expanding its answer to Apple’s age-assurance tools with Wednesday’s news that it will bring its Play Signal API to users worldwide by the end of 2026. The technology, already available in Brazil, allows Android developers to identify younger users of their apps in order … ⌘ Read more

GCC Adopts Policy Rejecting Significant AI-Generated Code
GCC has adopted a policy rejecting substantial code contributions generated by or derived from LLMs. “This covers not just code copied directly from tools like ChatGPT, Gemini, or GitHub Copilot, but also any versions of the code later edited or rewritten by a human, provided that the final contribution is still based on material generated by the system,” repo … ⌘ Read more

AMD PMF Testing Tool Slated For Linux 7.3
Looking to be added to the Linux kernel source tree for the upcoming Linux 7.3 cycle is test_amd_pmf, a small testing application for exercising the AMD Platform Management Framework (PMF) interfaces and dumping various system data points… ⌘ Read more

Nvidia, Tech Giants Launch AI Safety Initiative
wiredmikey shares a report from SecurityWeek: Nvidia and a large group of technology, cybersecurity, and enterprise software companies have launched new initiative aimed at developing and sharing open source tools, models, and techniques for securing AI systems and agents. The new Open Secure AI Alliance aims to give defenders more open tools for testing, auditing and protecting AI m … ⌘ Read more

Codeberg Bans Cryptocurrency and LLM-Generated Code Projects
Longtime Slashdot reader AmiMoJo shares a report from Hackaday: Community-led open source project hosting site Codeberg has formally announced that projects whose code is largely or fully machine-generated through LLMs and other ‘AI’ tools will no longer be welcome. This follows on the heels of a similar ban on cryptocurrency-related projects. The … ⌘ Read more

China Begins Mass Production of Homegrown DUV Chip Tools
According to The Information (paywalled), a state-backed Shanghai company has begun mass-producing China’s first homegrown immersion DUV lithography machines, with about five units expected this year for SMIC, Hua Hong, and CXMT. Roughly 20 more units are expected in 2027. Tom’s Hardware reports: The Information didn’t name the manufacturer, but its sources … ⌘ Read more

NVIDIA, Red Hat, Cloudflare, The Linux Foundation and more launch the “Open Secure AI Alliance”
Some big names are coming together to form the “Open Secure AI Alliance”, with a plan to “share open tools that promote responsible use of and trust in AI”.

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Read the full article on [GamingOnLinux](https://www.gamingonlinux.com/2026/07/nvidia-red-hat-clo … ⌘ Read more

I just taught the scc SLOC tool I use how to detect and recognize the Mu programming language. So it’s actually a bit worse than your estimate. It’s more like ~60/30 at the moment:

>>> mu = 1445
>>> asm = 2365
>>> T = mu + asm
>>> mu / T * 100
37.9265091863517
>>> asm / T * 100
62.07349081364829

KDE Plasma 6.8 Introducing New kscreenctl Tool
KDE developers have been working on kscreenctl as a utility replacement to kscreen-doctor. Plasma and related code has also seen a number of bug/crash fixes coming about this week too… ⌘ Read more

@prologic@twtxt.net Our company is paying a shitload of money for all these (different) AI tools … I’m probably not allowed to tell you the exact number, but it is a lot. The only other way would be to lay off employees, so we can pay even more for AI. (Needless to say, that would be the worst possible move.)

For a private person, $20 a month is also pretty expensive, isn’t it? And then assume that you maybe need more than one AI tool. You’re quickly up to $50 a month or much more. This isn’t something that I, as a private person, will ever be willing to spend for this kind of stuff.

“AI” is just expensive as fuck. On every level. They will have to (ab)use every possible way to squeeze more money out of it, and that includes ads and what not.

Proton-CachyOS adds support for vkd3d-low-latency, upgrades d7vk and more
The Proton-CachyOS compatibility tool for running Windows games on SteamOS / Linux has a new release out adding support for vkd3d-low-latency.

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Read the full article on GamingOnLinux. ⌘ Read more

I finally built a prototype of a marking gauge with a cutter wheel out of some scraps.

https://lyse.isobeef.org/tmp/streichmassprototyp-mit-messerrad/

It had been a long time in coming, I bought some replacement cutting wheels three years ago for exactly that purpose. I also found out that I need more M3 countersink bolts for future marking gauges that I want to make (maybe two or three more). Luckily, I had exactly one. I thought I got way more than that, but M3 is very, very scarce in my collection. My M3 bolt was barely long enough to attach the cutting wheel to the bar. But it’s okay for the prototype.

I was pleasantly surprised that I managed to drill the 2.5mm diameter hole almost perfectly in center in the 8mm diameter aluminium round bar. Center finder, drill press and vise with a vertical prism for the win!

I knew upfront that the M5 steel bolt to lock the bar in place definitely needs to be replaced with a brass or aluminium one (maybe with a knurled head). Otherwise, it cuts into the aluminium bar and leaves ugly marks. These burrs might even scratch the workpiece. But, of course, I don’t have any brass on hand either. Alternatively, I swap out the aluminium bar for a steel or even stainless steel one. Stainless might be tricky to precisely drill and tap, though.

I already learned a few things by making this prototype. The final wooden fence can be even a bit bigger. This round thing behind is also too short, I’d like it to be a tad longer and thicker. The final one will be made from hardwood, not spruce. Other than that, it’s great and already more practical than my store-bought marking gauge with its round fence. This only causes the tool to roll around on the workbench. Or even roll off. Stupid design.

@prologic@twtxt.net Oh, yes, just for clarity: This wasn’t a “pro GitHub” argument. 😅 I won’t go back there (or to another “forge”).

I think we’re totally on the same page: Decentralized Git hosting is good, but we haven’t solved the “collaboration” part yet. Or rather: We have to modernize it. The tools are already there, but (many) people don’t want to use them and think they’re clunky.

I really think I should go back to Java.

Writing programs in Python is so exhausting. I want a compiler and I want static typing. No, linters and type checkers and IDEs are not good enough. Compilers catch way more errors in advance.

Rust is also exhausting. They’re constantly adding language features and, at the same time, the runtime library remains tiny and you need 3rd party libraries for everything. Many of those are still at version 0.x (SemVer!) and you can’t rely on anything. Often times, you need the latest Rust nightly compiler.

Go is … I don’t like it. And huge binaries.

I like C as a language, but it’s too fragile. I want to have a proper HashMap every now and then.

None of the above have good GUI libraries, at least not on Linux.

And then there’s Java. This is my fractal renderer that I wrote over 17 years ago:

https://movq.de/v/fcd3c4e557/vid-1784121825.mp4

It’s fast. It has a GUI with custom widgets and those weren’t even hard to make. It still works without changing a single line of code. The source code files have timestamps from 2009 and I just noticed that the JAR file I’m using in the video was compiled in 2010.

Java as a language is relatively easy to learn and to master. There are few surprises. The source code organization with packages is good. Java API docs are clear and well written.

The JVM ramp-up times have improved considerably:

https://movq.de/v/e7314e521e/vid-1784121998.mp4

This isn’t like the Dark Ages anymore. Might even be usable for some CLI tools.

The only thing where Java really sucks is anything close-ish to the kernel. Try issuing an ioctl() … I couldn’t have made my TUI framework in Java, but then again, I wouldn’t have needed to because Swing already exists and it just works.

Windows NT 4 didn’t have a Device Manager. You know, this thing right here that got introduced with Windows 95:

And that’s super awkward in NT4.

You know what doesn’t have a Device Manager, either? Linux. Why? 🤔 Isn’t this one of the most useful system tools? It gives you an overview of the devices in your system and tells you which driver is used for them. Linux could really use such a tool, I think? 🤔

(There are programs like “hardinfo” and I remember ancient KDE providing such a tool, but they’re all an afterthought. Hardly integrated into the overall system.)

FSF Shares Update on ‘LibrePhone’ and New Automated Site Monitoring Tool
At the end of 2025, the FSF launched LibrePhone project, which is working to “better understand and reverse-engineer the nonfree blobs used by a great majority of (if not all) system on a chip designs available today.” The FSF’s summer newsletter shares this update:

We started with researching the proprietary files in Android phone … ⌘ Read more

Claude Science is Here, Antibiotics Designed by Text Prompt Among Applications
Anthropic has launched Claude Science, an AI workbench that connects more than 60 scientific databases and tools through a single interface. Through the platform, Basecamp Research is making its EDEN models available for tasks such as designing antibiotic peptides and predicting vaccine targets from simple text promp … ⌘ Read more

Microsoft Previews Linux Containers That Run In Windows
Microsoft has released a public preview of Windows Subsystem for Linux (WSL) containers, adding a built-in command-line tool and API for running Linux containers directly inside Windows applications without third-party software. The update also introduces faster file access, improved networking and memory management, plus integration with Defender, Intune, and VS … ⌘ Read more

South Korea Plans To Train Entire Military As ‘Drone Warriors’
“South Korea plans to train every single member of its nearly half-million-strong military to operate drones as easily as they handle personal firearms,” reports Ars Technica:

The goal is to make drones a “universal combat tool” for all troops by training them to use drones like a “second personal weapon,” said Ahn Gyu-back, South Korea’s Minister of … ⌘ Read more

Next Bcachefs Release Aims To Include Rust Code In The Kernel Module
The Bcachefs file-system already makes use of the Rust programming language in the user-space tools for this CoW file-system and they have been planning to make use of Rust within the kernel module too. Beginning in the next Bcachefs release, v1.38.7, they are looking at beginning to include Rust code now in their kernel driver… ⌘ Read more

US Agency Cancels Contract For Warrantless Tracking of Mobile Devices
America’s Bureau of Alcohol, Tobacco, Firearms and Explosives has “canceled its contract for a surveillance tool that enables warrantless tracking of mobile devices,” reports the Associated Press.

They note the move comes “after lawmakers, a prosecutor and a judge raised concerns about the legality of the tool in criminal investigation … ⌘ Read more

This is a neat tool for comparing several public DNS resolvers (some of which were new to me) on various criteria; includes a speed test. https://evilbit.de/dns-resolver-guide.html

Ford Rehires 350 Engineers After AI Fails To Preserve Expertise or Train Juniors
After Ford’s automated quality-control systems and AI tools fell short, the automaker hired 350 veteran engineers over the past three years to mentor younger staff and reprogram the underperforming technology. “Artificial intelligence is a fantastic tool, but it’s only as good as the information you use to train it,” Ch … ⌘ Read more

Linux 7.2 Protects Against Crafted Perf Data From Going Rogue
With the help of Claude Opus 4.6, the Linux 7.2 kernel added protections to fend off specially crafted or corrupted perf data for the perf tool that could cause a number of issues for the running system… ⌘ Read more

Google Invests $75 Million In A24 To Develop AI-Powered Filmmaking Tools
Google is investing roughly $75 million in A24 as part of a research partnership with DeepMind to develop AI-powered filmmaking tools and workflows. “The deal represents the latest marriage between a Hollywood studio and AI in an era where companies have oscillated between partnerships and lawsuits,” reports Variety. From t … ⌘ Read more

TikTok Shows 3x More AI Slop Than YouTube, Report Finds
“About 59% of TikTok videos served to a new account’s For You feed are AI slop,” writes Search Engine Journal, “according to a report from Kapwing, the video creation tool company. That’s roughly three times the rate Kapwing found on YouTube.”

The company manually reviewed over 10,000 TikTok videos across 20 categories and ran a separate fresh-account test, countin … ⌘ Read more

The Rust Ecosystem Gets an AI Security Engineer in Residence
While the Rust Foundation has a Security Initiative to protect its ecosystem, “the threats have expanded,” they announced this week, “and so has the kind of help maintainers need.”

Much of this comes back to a single shift: Automated tooling (much of it now built on large language models) has gotten good enough to surface real vulnerabilities in o … ⌘ Read more

Canonical’s Upcoming AI Tool: Talk to Ubuntu Instead of Typing
This week the Ubuntu desktop’s director of engineering announced they’re bringing speech-to-text dictation to Ubuntu Desktop, aiming for an experience “that feels like a natural part of the desktop while respecting user privacy and running entirely on local hardware.”

“Speech recognition has become a common feature on modern platforms, and we think it … ⌘ Read more

So I’ve been working on GoNIX the last few days… Which is derived from µLinux – At least it’s entire build process. GoNIX however has a 100% Go userland, including the init process, package and service management.

Now… As an experiment, because I was able to make much process on enhancing the build tools and package management, I decided to see if I could build a “Desktop” Gui of sorts…

I still wanted it to be fairly minimal and lightweight. So I went with wayland (of course) and labwc and yambar. So far I’m liking the result 👌 42 packages in the wayland-desktop meta port. Not too bad. Not sure if I can slim that down anymore… But trying to avoid Mesa/GL as that drags in far too much “cruft”.

Android 17 Drops For Pixel Phones and Watch
Google has begun rolling out Android 17, the June Pixel Feature Drop, and Wear OS 7 simultaneously across supported Pixel phones and watches. Highlights include floating app bubbles, improved foldable multitasking and gaming, tighter location and contact permissions, stronger lost-device protections, new Pixel AI tools, and up to 10% better Pixel Watch battery life. PhoneArena reports: … ⌘ Read more

Bcachefs Tools 1.38.6 Brings Many Performance Improvements
Kent Overstreet announced the release today of Bcachefs-Tools 1.38.6 as the user-space tools built around the Bcachefs copy-on-write file-system. There are a few new features and a lot of performance work in v1.38.6 without bringing any on-disk format breakage… ⌘ Read more