Pandas use tools to scratch thanks to a strange evolutionary quirk
Captive giant pandas have been seen breaking off twigs and bamboo pieces to scratch hard-to-reach spots, using a crude opposable thumb that other bears don’t have ⌘ Read more

A revolutionary way to map our bodies is helping cure deadly diseases
New tools that create ultra-precise maps of our tissues are transforming our ability to diagnose and cure once-fatal illnesses ⌘ Read more

Nix Package Tool Approved For Availability In Fedora 44
Following approval of the /nix top-level directory with Fedora Linux, the Fedora Engineering and Steering Committee (FESCo) has additionally signed off on allowing the Nix package tool to appear in the Fedora 44 repository… ⌘ Read more

Mind-Altering ‘Brain Weapons’ No Longer Only Science Fiction, Say Researchers
Researchers warn that rapid advances in neuroscience, pharmacology, and AI are bringing “brain weapons” out of science fiction and into real-world plausibility. They argue current arms treaties don’t adequately cover these emerging tools and call for a new, proactive framework to prevent the weaponization of the human mi … ⌘ Read more

Amazon Pledges Up To $50 Billion To Expand AI, Supercomputing For US Government
Amazon is committing up to $50 billion to massively expand AI and supercomputing capacity for U.S. government cloud regions, adding 1.3 gigawatts of high-performance compute and giving federal agencies access to its full suite of AI tools. Reuters reports: The project, expected to break ground in 2026, will add nearly 1 … ⌘ Read more

How An MIT Student Awed Top Economists With His AI Study - Until It All Fell Apart
In May MIT announced “no confidence” in a preprint paper on how AI increased scientific discovery, asking arXiv to withdraw it. The paper, authored by 27-year-old grad student Aidan Toner-Rodgers, had claimed an AI-driven materials discovery tool helped 1,018 scientists at a U.S. R&D lab.

But within weeks his … ⌘ Read more

Microsoft and GitHub Preview New Tool That Identifies, Prioritizes, and Fixes Vulnerabilities With AI
“Security, development, and AI now move as one,” says Microsoft’s director of cloud/AI security
product marketing.

Microsoft and GitHub “have launched a native integration between Microsoft Defender for Cloud and GitHub Advanced Security that aims to address what one e … ⌘ Read more

PHP 8.5 Brings Long-Awaited Pipe Operator, Adds New URI Tools
“PHP 8.5 landed on Thursday with a long-awaited pipe operator and a new standards-compliant URI parser,” reports the Register, “marking one of the scripting language’s more substantial updates… “

The pipe operator allows function calls to be chained together, which avoids the
extraneous variables and nested statements that might otherwise be
inv … ⌘ Read more

Analyzing 47,000 ChatGPT Conversations Shows Echo Chambers, Sensitive Data - and Unpredictable Medical Advice
For nearly three years OpenAI has touted ChatGPT as a “revolutionary” (and work-transforming) productivity tool, reports the Washington Post.

But after analyzing 47,000 ChatGPT conversations, the Post found that users “are overwhelmingly turning to the chatbot for … ⌘ Read more

AI Nutrition Tracking Stinks
AI nutrition tracking features in popular fitness apps are producing wildly inaccurate calorie and macro counts despite promises to simplify food logging through automated photo analysis. The Verge tested AI-powered nutrition tools in Ladder, Oura Advisor, January and MyFitnessPal. Ladder’s AI estimated the outlet’s carefully measured 355-calorie breakfast at 780 calories and got the macro breakdown wrong even after the r … ⌘ Read more

Microsoft’s AI-Powered Copy and Paste Can Now Use On-Device AI
An anonymous reader shares a report: Microsoft is upgrading its Advanced Paste tool in PowerToys for Windows 11, allowing you to use an on-device AI model to power some of its features. With the 0.96 update, you can route requests through Microsoft’s Foundry Local tool or the open-source Ollama, both of which run AI models on your device’s neural proces … ⌘ Read more

Quantum computers need classical computing to be truly useful
Conventional computing devices will play a crucial role in turning quantum computers into tools with real-world application ⌘ Read more

Mozilla Says It’s Finally Done With Two-Faced Onerep
Mozilla is officially ending its partnership with Onerep after more than a year of controversy over the company’s founder secretly running people-search and data-broker sites. Monitor Plus will be discontinued by December 2025, existing subscribers will receive prorated refunds, and Mozilla says it will focus on privacy tools it fully controls. KrebsOnSecurity reports: I … ⌘ Read more

Major Music Labels Strike Deals With New AI Streaming Service
An anonymous reader quotes a report from Bloomberg: The world’s largest music companies have licensed their works to a music startup called Klay, which is building a streaming service that will allow users to remake songs using artificial intelligence tools. Klay is the first music AI service to reach a deal with all three major record labels, … ⌘ Read more

Docker Model Runner Integrates vLLM for High-Throughput Inference
Expanding Docker Model Runner’s Capabilities Today, we’re excited to announce that Docker Model Runner now integrates the vLLM inference engine and safetensors models, unlocking high-throughput AI inference with the same Docker tooling you already use. When we first introduced Docker Model Runner, our goal was to make it simple for developers to run and experiment… ⌘ Read more

Adobe Bolsters AI Marketing Tools With $1.9 Billion Semrush Buy
Adobe is buying Semrush for $1.9 billion in a move to supercharge its AI-driven marketing stack. Reuters reports: Semrush designs and develops AI software that helps companies with search engine optimization, social media and digital advertising. The acquisition, expected to close in the first half of next year, would allow Adobe to help marketers better … ⌘ Read more

6 Must-Have MCP Servers (and How to Use Them)
The era of AI agents has arrived, and with it, a new standard for how they connect to tools: the Model Context Protocol (MCP). MCP unlocks powerful, flexible workflows by letting agents tap into external tools and systems. But with thousands of MCP servers (including remote ones) now available, it’s easy to ask: Where do… ⌘ Read more

Blender 5.0 Released
Blender 5.0 has been released with major upgrades including HDR and wide-gamut color support on Linux via Wayland/Vulkan, significant theme and UI improvements, new color-space tools, revamped curve and geometry features, and expanded hardware requirements. 9to5Linux reports: Blender 5.0 also introduces a working color space for Blend files, a new AgX HDR view, a new Convert to Display compositor node, new Rec.2100-PQ and Rec.2100-HL … ⌘ Read more

Google Launches Gemini 3, Its ‘Most Intelligent’ AI Model Yet
Google released Gemini 3 on Tuesday, launching its latest AI model with a breakthrough score of 1501 Elo on the LMArena Leaderboard alongside state-of-the-art performance across multiple benchmarks including 91.9% on GPQA Diamond for PhD-level reasoning and 37.5% on Humanity’s Last Exam without tool usage. The model is available starting today in the Gemi … ⌘ Read more

Launch a Chat UI Agent with Docker and the Vercel AI SDK
Running a Chat UI Agent doesn’t have to involve a complicated setup. By combining Docker with the Vercel AI SDK, it’s possible to build and launch a conversational interface in a clean, reproducible way. Docker ensures that the environment is consistent across machines, while the Vercel AI SDK provides the tools for handling streaming responses… ⌘ Read more

Mathematicians say Google’s AI tools are supercharging their research
AlphaEvolve, an AI system created by Google DeepMind, is helping mathematicians do research at a scale that was previously impossible - even if it does occasionally “cheat” to find a solution ⌘ Read more

How Should the Linux Kernel Handle AI-Generated Contributions?
Linux kernel maintainers “are grappling with how to integrate AI-generated contributions without compromising the project’s integrity,” reports WebProNews:

The latest push comes from a proposal by Sasha Levin, a prominent kernel developer at NVIDIA, who has outlined guidelines for tool-generated submissions. Posted to the kernel mailing list, these … ⌘ Read more

I made a small tool to run Vim inside Dev Containers: devcontainer.vim ⌘ Read more

Google Begins Aggresively Using the Law To Stop Text Message Scams
“Google is going to court to help put an end to, or at least limit, the prevalence of phishing scams over text message,” reports BGR:

Google said it’s bringing suit against Lighthouse, an impressively large operation that allegedly provides tools customers can buy to set up their own specialized phishing scams. All told, Google estimates that … ⌘ Read more

Latest Proposed Guidelines For Tool-Generated / AI Submissions To The Linux Kernel
Posted to the mailing list on Friday were the latest proposed guidelines for tool-generated contributions to the Linux kernel. The coding tools in large part being focused on AI generated content… ⌘ Read more

Investigating the Great AI Productivity Divide: Why Are Some Developers 5x Faster?
AI-powered developer tools claim to boost your productivity, doing everything from intelligent auto-complete to (https://openai.com/index/introducing-codex/).  But the productivity gains users report have been something of a mixed bag. Some groups claim to get 3-5x (or more), productivity boosts, while other devs claim to get no benefit at all—or even losses of up to 19%. I… ⌘ Read more

LinkedIn Is Making It Easier To Search For People With AI
LinkedIn is rolling out an AI-powered people search tool that lets users find connections by describing what they need instead of relying on names or titles. For example, you can enter a more descriptive search, such as “Northwestern alumni who work in entertaining marketing,” or even pose a question, like “Who can help me understand the US work visa system. … ⌘ Read more

Cagent Comes to Docker Desktop with Built-In IDE Support through ACP
Docker Desktop now includes cagent bundled out of the box. This means developers can start building AI agents without a separate installation step. For those unfamiliar with cagent: it’s Docker’s open-source tool that lets you build AI agents using YAML configuration files instead of writing code. You define the agent’s behavior and tools, and cagent… ⌘ Read more

Launch HN: JSX Tool (YC F25) – A Browser Dev-Panel IDE for React
Comments ⌘ Read more

FFmpeg To Google: Fund Us or Stop Sending Bugs
FFmpeg, the open source multimedia framework that powers video processing in Google Chrome, Firefox, YouTube and other major platforms, has called on Google to either fund the project or stop burdening its volunteer maintainers with security vulnerabilities found by the company’s AI tools. The maintainers patched a bug that Google’s AI agent discovered in code for decoding a 1995 vi … ⌘ Read more

Cradle of humanity is still revealing new insights about our origins
The Omo-Turkana basin in Africa is home to a treasure trove of ancient human fossils and tools that span 300,000 years – today it is still yielding new discoveries about our species ⌘ Read more

Sam Altman’s Worldcoin Project Struggles Toward Billion-User Ambition With 17.5 Million Sign-Ups
Sam Altman’s Tools for Humanity has verified around 17.5 million people through its iris-scanning Orb device. The company has set a goal of reaching 1 billion users, so it is less than 2% of the way there. The startup has raised $240 million from investors including Andreessen Horowitz, … ⌘ Read more

Show HN: Tusk Drift – Open-source tool for automating API tests
Comments ⌘ Read more

CNCF and SlashData Report Finds Leading AI Tools Gaining Adoption in Cloud Native Ecosystems
New report provides maturity and recommendation scores for tools and projects across AI inference, ML orchestration, and agentic AI platforms Key Highlights: ATLANTA, KUBECON + CLOUDNATIVECON NORTH AMERICA. – November 11, 2025 – The Cloud Native… ⌘ Read more

Connect to Remote MCP Servers with OAuth in Docker
In just a year, the Model Context Protocol (MCP) has become the standard for connecting AI agents to tools and external systems. The Docker MCP Catalog now hosts hundreds of containerized local MCP servers, enabling developers to quickly experiment and prototype locally. We have now added support for remote MCP servers to the Docker MCP… ⌘ Read more

New study shows AI enhances teacher development
Research from the Manchester Institute of Education offers vital early insights into how AI tools can be responsibly and effectively embedded into teacher training. The preliminary findings from year 1 of the three-year longitudinal pioneering research project explore the integration of generative AI in primary teacher education, centered on the use of TeachMateAI (TMAI) within the University of Manchester’s Primary PGCE program. ⌘ Read more

Android shopping list apps disappointed me too many times, so I went back to writing these lists by hand a while ago.

Here’s what’s more fun: Write them in Vim and then print them on the dotmatrix printer. 🥳

And, because I can, I use my own font for that, i.e. ImageMagick renders an image file and then a little tool converts that to ESC/P so I can dump it to /dev/usb/lp0.

(I have so much scrap paper from mail spam lying around that I don’t feel too bad about this. All these sheets would go straight to the bin otherwise.)

AI may blunt our thinking skills – here’s what you can do about it
There is growing evidence that our reliance on generative AI tools is reducing our ability to think clearly and critically, but it doesn’t have to be that way ⌘ Read more

Falco Links Real-Time Detection with Forensic-Level Analysis in the Cloud Native Stack
New integration connects Falco alerts to Stratoshark’s forensic tools, delivering Wireshark-style visibility into system call and audit log data Key Highlights ATLANTA—KUBECON + CLOUDNATIVECON NORTH AMERICA, Nov. 10, 2025 — The Cloud Native Computing Foundation® (CNCF®), which… ⌘ Read more

Neurodiverse Professionals 25% More Satisfied With AI Tools and Agents
An anonymous reader shared this report from CNBC:

Neurodiverse professionals may see unique benefits from artificial intelligence tools and agents, research suggests. With AI agent creation booming in 2025, people with conditions like ADHD, autism, dyslexia and more report a more level playing field in the workplace thanks to generative … ⌘ Read more

Rust Is Coming To Debian’s APT Package Manager
A maintainer of Debian’s Advanced Package Tool (APT) “has announced plans to introduce hard Rust dependencies into APT starting May 2026,” reports the blog It’s FOSS.

The integration targets critical areas like parsing .deb, .ar, and tar files plus HTTP signature verification using Sequoia. [APT maintainer Julian Andres Klode] said these components “would strongly benefit from m … ⌘ Read more

Did ChatGPT Conversations Leak… Into Google Search Console Results?
“For months, extremely personal and sensitive ChatGPT conversations have been leaking into an unexpected destination,” reports Ars Technica: the search-traffic tool for webmasters , Google Search Console.

Though it normally shows the short phrases or keywords typed into Google which led someone to their site, “starting this September, odd q … ⌘ Read more

SquashFS Tools 4.7.3 Brings Optimizations For As Much As “1500 Times” Speed Improvement
For those dealing with SquashFS compressed, read-only file-systems, a new version of the user-space tools were released this week… ⌘ Read more

Ryzen AI Software 1.6.1 Advertises Linux Support
Ryzen AI Software as AMD’s collection of tools and libraries for AI inferencing on AMD Ryzen AI class PCs has Linux support with its newest point release. Though this “early access” Linux support is restricted to registered AMD customers… ⌘ Read more

Profiling tools I use for QEMU storage performance optimization
Comments ⌘ Read more

WINE gaming in FreeBSD Jails with Bastille
FreeBSD offers a whole bunch of technologies and tools to make gaming on the platform a lot more capable than you’d think, and this article by Pertho dives into the details. Running all your games inside a FreeBSD Jail with Wine installed into it is pretty neat. Initially, I thought this was going to be a pretty difficult and require a lot of trial and error but I was surprised at how easy it was to get this all working. I was really happy to get … ⌘ Read more

Oddest ChatGPT leaks yet: Cringey chat logs found in Google Analytics tool
Comments ⌘ Read more

Most DevSecOps Advice Is Useless without Context—Here’s What Actually Works
Generic DevSecOps advice may sound good on paper, but it often fails in practice because it ignores team context, workflow, and environment-specific needs. Overloaded controls, broad policies, and misapplied tools disrupt the flow of development. And once flow breaks, security measures are the first to get bypassed.  The way forward isn’t more rules but smarter… ⌘ Read more

@prologic@twtxt.net Let’s go through it one by one. Here’s a wall of text that took me over 1.5 hours to write.

This section says AI should not be treated as an authority. This is actually just what I said, except the AI phrased/framed it like it was a counter-argument.

The AI also said that users must develop “AI literacy”, again phrasing/framing it like a counter-argument. Well, that is also just what I said. I said you should treat AI output like a random blog and you should verify the sources, yadda yadda. That is “AI literacy”, isn’t it?

My text went one step further, though: I said that when you take this requirement of “AI literacy” into account, you basically end up with a fancy search engine, with extra overhead that costs time. The AI missed/ignored this in its reply.

Okay, so, the AI also said that you should use AI tools just for drafting and brainstorming. Granted, a very rough draft of something will probably be doable. But then you have to diligently verify every little detail of this draft – okay, fine, a draft is a draft, it’s fine if it contains errors. The thing is, though, that you really must do this verification. And I claim that many people will not do it, because AI outputs look sooooo convincing, they don’t feel like a draft that needs editing.

Can you, as an expert, still use an AI draft as a basis/foundation? Yeah, probably. But here’s the kicker: You did not create that draft. You were not involved in the “thought process” behind it. When you, a human being, make a draft, you often think something like: “Okay, I want to draw a picture of a landscape and there’s going to be a little house, but for now, I’ll just put in a rough sketch of the house and add the details later.” You are aware of what you left out. When the AI did the draft, you are not aware of what’s missing – even more so when every AI output already looks like a final product. For me, personally, this makes it much harder and slower to verify such a draft, and I mentioned this in my text.

You, @prologic@twtxt.net, also mentioned this in your car tyre example.

In my text, I gave two analogies: The gym analogy and the Google Translate analogy. Your car tyre example falls in the same category, but Gemini’s calculator example is different (and, again, gaslight-y, see below).

What I meant in my text: A person wants to be a programmer. To me, a programmer is a person who writes code, understands code, maintains code, writes documentation, and so on. In your example, a person who changes a car tyre would be a mechanic. Now, if you use AI to write the code and documentation for you, are you still a programmer? If you have no understanding of said code, are you a programmer? A person who does not know how to change a car tyre, is that still a mechanic?

No, you’re something else. You should not be hired as a programmer or a mechanic.

Yes, that is “skill evolution” – which is pretty much my point! But the AI framed it like a counter-argument. It didn’t understand my text.

(But what if that’s our future? What if all programming will look like that in some years? I claim: It’s not possible. If you don’t know how to program, then you don’t know how to read/understand code written by an AI. You are something else, but you’re not a programmer. It might be valid to be something else – but that wasn’t my point, my point was that you’re not a bloody programmer.)

Gemini’s calculator example is garbage, I think. Crunching numbers and doing mathematics (i.e., “complex problem-solving”) are two different things. Just because you now have a calculator, doesn’t mean it’ll free you up to do mathematical proofs or whatever.

What would have worked is this: Let’s say you’re an accountant and you sum up spendings. Without a calculator, this takes a lot of time and is error prone. But when you have one, you can work faster. But once again, there’s a little gaslight-y detail: A calculator is correct. Yes, it could have “bugs” (hello Intel FDIV), but its design actually properly calculates numbers. AI, on the other hand, does not understand a thing (our current AI, that is), it’s just a statistical model. So, this modified example (“accountant with a calculator”) would actually have to be phrased like this: Suppose there’s an accountant and you give her a magic box that spits out the correct result in, what, I don’t know, 70-90% of the time. The accountant couldn’t rely on this box now, could she? She’d either have to double-check everything or accept possibly wrong results. And that is how I feel like when I work with AI tools.

Gemini has no idea that its calculator example doesn’t make sense. It just spits out some generic “argument” that it picked up on some website.

The AI makes two points here. The first one, I might actually agree with (“bad bot behavior is not the fault of AI itself”).

The second point is, once again, gaslighting, because it is phrased/framed like a counter-argument. It implies that I said something which I didn’t. Like the AI, I said that you would have to adjust the copyright law! At the same time, the AI answer didn’t even question whether it’s okay to break the current law or not. It just said “lol yeah, change the laws”. (I wonder in what way the laws would have to be changed in the AI’s “opinion”, because some of these changes could kill some business opportunities – or the laws would have to have special AI clauses that only benefit the AI techbros. But I digress, that wasn’t part of Gemini’s answer.)

Except for one point, I don’t accept any of Gemini’s “criticism”. It didn’t pick up on lots of details, ignored arguments, and I can just instinctively tell that this thing does not understand anything it wrote (which is correct, it’s just a statistical model).

And it framed everything like a counter-argument, while actually repeating what I said. That’s gaslighting: When Alice says “the sky is blue” and Bob replies with “why do you say the sky is purple?!”

But it sure looks convincing, doesn’t it?

This took so much of my time. I won’t do this again. 😂

How Trump is weaponizing the DoJ to ‘bully, prosecute, punish and silence’ his foes
Peter Stone,  Reporter  -  The Guardian (.K.)

_Stephan: ”king” Trump, his administration servants, and the Republican Party are doing everything in their power to end the legitimacy of the American legal system, rendering it a tool for “king” Trump’s revenge. And that is just part of the vibe. Last night I spent an hour watching the Fox propaganda channel, and it … ⌘ Read more