Developer AI Token Costs Could Exceed Their Salaries in Two Years
“Enterprises may soon be paying as much for their developers’ AI token usage as they do for their salaries,” writes InfoWorld:

According to Gartner, these costs will meet, or even exceed, the typical software engineer’s monthly salary within the next two years. This is not only because developers are increasingly adopting generative AI and agent … ⌘ Read more

Linux Dropping Old Drivers, AI Detected Vulnerabilities & Other Kernel Highlights Of Q2
With Q2’2026 quickly coming to an end, here’s a recap of the most popular Linux kernel news over the past three months on Phoronix… ⌘ Read more

How a Seemingly Harmless Image Can Jailbreak Vision-Language AI Models
Slashdot reader BrianFagioli writes: Florida International University researchers have developed a technique called JaiLIP (Jailbreaking with Loss-guided Image Perturbation) that uses subtle image modifications to bypass AI safety guardrails. Unlike traditional jailbreaks that rely on carefully crafted prompts, the attack works through ima … ⌘ Read more

Scroll Burned in 79 AD Volcanic Eruption Finally Deciphered Using AI
When Mt. Vesuvius erupted in 79 A.D., it buried hundreds of papyrus
scrolls. They were rediscovered in the mid-1700s, remembers Smithsonian magazine, “the only
surviving collection of its kind from the Greco-Roman
world…”

“But when scholars tried to unroll them, the carbonized manuscripts
crumbled to dust.”

Every generation that fo … ⌘ Read more

Forget Prompt Engineering: ‘Loop Engineering’ Is All the Rage Now
An anonymous reader quotes a report from Business Insider: For the most powerful voices in AI, it’s all about being in the loop. Claude Code creator Boris Cherny recently said he doesn’t write his own AI prompts much anymore. Thanks to loops, he doesn’t have to. “It’s an agent that prompts Claude,” Cherny recently told CNBC, adding, “I don’t … ⌘ Read more

US Government Allows Anthropic Limited Release of ‘Mythos’ AI Model, Saying ‘Appropriate Safeguards are in Place”
“The US government has allowed Anthropic to release its powerful Mythos AI model to select companies and organizations,” reports CNN, “revising license requirements after ordering an export block earlier this month in the wake of national security fears.” … ⌘ Read more

More AMD Zen 6 Prepping, Many ASUS / Lenovo / HP Laptop Improvements For Linux 7.2
The many x86 platform driver changes have now been merged for the in-development Linux 7.2 kernel. As usual it’s mostly made up of driver enhancements for benefiting modern AMD Ryzen (AI) and Intel Core (Ultra) laptops… ⌘ Read more

Notion Mail Is Shutting Down
Notion announced that it will shut down its email client on September 22. The company says more than half of users already manage email through Notion’s AI agents without opening their inbox, so it is shifting its focus from a traditional email client to agent-run workflows. Engadget reports: It has published an FAQ for users to make sure that they don’t lose any messages or data in the transition. Most emails will still … ⌘ Read more

Linux Foundation & Others Launch “Akrites” To Defend Open-Source Software From AI-Enabled Exploits
The Linux Foundation along with others like Amazon, Anthropic, OpenAI, NVIDIA, Microsoft, Red Hat, and others have joined forces to launch Akrites. The Akrites project is aiming to help defend critical open-source software from the brisk pace of new AI/LLM-discovered software bugs and vulnerabilities in ensuring that said issues are effectively addressed before they can be exploited by bad actors… ⌘ Read more

Linux Foundation Launches Akrites To Coordinate AI-Driven Open Source Security
BrianFagioli writes: The Linux Foundation has announced Akrites, a new initiative to coordinate vulnerability disclosure and remediation for critical open source software as AI dramatically speeds up vulnerability discovery. Founding members include AWS, Google, Microsoft, OpenAI, Red Hat, NVIDIA, IBM, Cisco, JPMorgan … ⌘ Read more

Apple Raises Prices On Macs, iPads, and More By Hundreds of Dollars
Apple has sharply raised prices across its Mac, iPad, HomePod, and Apple TV lineups as surging AI-driven demand creates a global memory and storage shortage. Increases range from $30 for the HomePod mini to $1,300 for the M3 Ultra Mac Studio, with Apple CEO Tim Cook saying efforts to shield customers from higher costs had become “unsustainabl … ⌘ Read more

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

AMD Contributes ONNX Runtime Backend To FFmpeg DNN Filter
An AMD engineer has contributed to the upstream FFmpeg library an ONNX Runtime back-end for its DNN filter. The FFmpeg Deep Neural Network (DNN) filters allow for running AI models natively inside the video processing pipeline for upscaling, object detection, background segmentation, and more. This ONNX Runntime back-end support is notable in that it expands the GPU and NPU capabilities with FFmpeg… ⌘ Read more

Meta Pauses Employee-Tracking Program Following Internal Data Leak
Meta has paused its Model Compatibility Initiative that tracked employee mouse movements, clicks, keystrokes, and screen content to train AI agents, after some of its collected data became accessible to more employees than intended. Meta says it has no evidence the information was improperly accessed and will not restart the program until it is … ⌘ Read more

OpenAI Unveils First Chip As Part of Broadcom Deal
OpenAI and Broadcom have unveiled Jalapeno, OpenAI’s first custom AI chip, designed primarily to handle inference for ChatGPT and other services. It’s a major step in OpenAI’s plan to “build the full stack behind its models and products,” says OpenAI. “By designing more of the stack ourselves, we can serve more intelligence with greater efficiency and keep pushing advan … ⌘ Read more

Walmart’s First Nuclear Deal Shows Demand Beyond AI Data Centers
An anonymous reader quotes a report from Barron’s: Walmart is signing a long-term contract to buy nuclear power for the first time ever, a promising sign that the industry’s future is supported by more than just the AI data center boom. The retail giant agreed on Tuesday to buy power from a nuclear plant in Illinois owned by Constellation Energ … ⌘ Read more

“So Many AI-Fueled Fixes” Means No New ARM64 KVM Features For Linux 7.2
The KVM virtualization-related changes were merged a few days ago for the ongoing Linux 7.2 kernel merge window. While there are a number of features/improvements for AMD and Intel virtualization as well as the likes of s390 and RISC-V, there aren’t any new features on ARM64. The lack of ARM64 feature work this cycle is being attributed to “so many AI-fueled fixes” swamping the ARM Linux developers… ⌘ Read more

US AI Stock Sell-Off Shakes Markets From Wall Street To Asia
An anonymous reader quotes a report from The Guardian: A tech sell-off shook global markets on Tuesday as attention turned away from developments in the US war with Iran and toward the future of AI companies and chipmakers that have driven stock markets to record highs. The tech-heavy Nasdaq index closed 2.2% lower on Tuesday. The S&P 500 was also down b … ⌘ Read more

Oracle Cuts 21,000 Jobs As It Embraces AI
Oracle cut roughly 21,000 jobs over the past year as it reorganized around AI and ramps up spending on data centers for customers such as OpenAI and Meta. The restructuring cost the company about $1.8 billion and, while Oracle says AI deployment may drive further reductions, it also warns the cuts could create skills shortages and hurt productivity. The BBC reports: The software and clo … ⌘ Read more

EROFS With Linux 7.2 Better Handles Large Sparse AI Datasets, More Efficient I/O
The EROFS open-source read-only file-system has some nice enhancements in place for the ⌘ Read more

Fwupd 2.0.21 Brings Fixes For More Than 250 Potential Security Issues Found Via AI
While the Fwupd 2.1 series is the latest stable channel for this open-source firmware updating solution, Fwupd 2.0.21 was released today to backport fixes for more than 250 potential security issues recently uncovered in the codebase… ⌘ Read more

Linux 7.2 RISC-V Reduces Kernel Startup Overhead, Eswin SoC Support By Default
Along with the many x86/x86_64 improvements and some ARM64 architecture improvements (albeit slowed down by the AI/LLM noise affecting the development pace), the RISC-V architecture changes were merged last week for the ongoing Linux 7.2 kernel development… ⌘ 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

AI Law Firm Wins UK Court Case For First Time
Garfield AI, the UK’s first regulator-approved AI law firm, has won its first court case after helping a freelancer recover 7,000 pounds in unpaid fees. “I was owed money for work I had done, but it felt like the process of recovering it could be too stressful, expensive and time-consuming,” said Tamires Camal Taquidir, a freelancer who had provided HR-related services to a hospitalit … ⌘ Read more

Several US States Bet That AI Can Solve Their Prison Recidivism Crisis
America’s state prison systems need ways “to keep people from returning to prison,” reports the Wall Street Journal, “when an estimated 40% end up back behind bars within three years.”

Part of the problem comes in the form of filing cabinets, manila folders and legacy digital databases. In other words, records for a single prisoner m … ⌘ 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

Is Tesla Planning To Sell Modular AI Data Center Hardware?
Electrek reports:

Tesla wants to sell modular AI data center hardware, according to a new trademark application for a product called “Megapod.” The filing describes a complete, self-contained computing system for AI workloads…

Tesla filed the “Megapod” trademark (serial number 99893717) with the U.S. Patent and Trademark Office this month, through its … ⌘ Read more

US Bill Would Mandate AI Chip Location Tracking to Thwart China and Other Adversaries
NBC News reports:

A group of companies that specialize in tracking international shipments of sensitive technologies is backing a Capitol Hill bill that would require America’s most powerful AI chips to incorporate stronger security mechanisms aimed at preventing the chips from reaching China and other adv … ⌘ 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

New Super PAC Aims to Rally Tech Workers to Help Limit AI: ‘the Guardrails Alliance’
“A grassroots movement is forming among everyday tech workers who are demanding their companies develop and deploy AI responsibly,” reports TechCrunch.

Hoping to leverage that discontent is a new super PAC called the Guardrails Alliance. The New York Times reports that it launched Thursday with backers t … ⌘ Read more

OpenAI Announces Benchmarks for AI Life Sciences Research. Its Best Model Failed 63.9% of the Test
This week OpenAI announced a 750-task test to to measure “whether AI systems can support realistic life science research tasks, not just answer biology questions.”

But while OpenAI’s top-performing GPT-Rosalind model led the rankings, Slashdot reader BrianFagioli notes that “it a … ⌘ Read more

FSF Patches Two-Year-Old Vulnerability Found by AI Researchers in GNU Savannah Repository
The Free Software Foundation’s GNU Savannah hosts thousands of free software projects — both GNU and non-GNU projects, including Drupal.

But in early May, security researchers from Hacktron.AI reported vulnerabilities and demonstrated an exploit, according to a new statement Friday from the FSF:
… ⌘ Read more

Norway Imposes Near Ban On AI In Elementary School
Norway will largely prohibit generative AI use for elementary kids ages 6 to 13 beginning with the new school year, while allowing limited, teacher-supervised use for older students. The government says the restrictions are intended to prevent children from skipping foundational reading, writing, and mathematics skills amid declining test scores. Reuters reports: Facing a br … ⌘ Read more

The Korean Telecom Giant At the Center of Anthropic’s Mythos Controversy
An anonymous reader quotes a report from Wired: The Trump administration’s move to impose export controls on Anthropic’s most powerful AI technology followed a spat over the company granting South Korean telecom giant SK Telecom access to its Claude Mythos model, according to people familiar with the matter. US officials were concerned a … ⌘ Read more

AMD Introduces An AI-Powered Bash Coding Agent
Just days after AMD engineers released a new Lemonade AI server with MCP server integration to make it much more useful, they have now released a new release of their GAIA “Generative AI Is Awesome” open-source software. With AMD GAIA 0.21.2, they have introduced a bash coding agent is their latest big ticket item in the AI space… ⌘ Read more

Adobe Adds Its AI Assistant To Premiere, Illustrator and InDesign
Adobe is expanding its Firefly AI assistant into Premiere, Illustrator, InDesign, and Frame.io, where it can automate all sorts of tasks such as organizing clips, renaming assets, adding interview markers, rearranging layers, and finding missing fonts. It’s available starting today as part of a public beta. TechCrunch reports: Adobe is slowly tr … ⌘ Read more

Midjourney Pivots From AI Image Generation To Body Scanning Medical Spa
Midjourney is expanding beyond AI image generation with plans for a medical-imaging business built around a water-based, full-body ultrasound scanner that uses hundreds of thousands of sensors and AI to reconstruct MRI-like images. “As you descend into the water, hundreds of thousands of tiny elements take turns, sending out wave … ⌘ Read more

Bernie Sanders Unveils $7 Trillion Plan To Give Americans Control of AI Industry
An anonymous reader quotes a report from the Associated Press: As artificial intelligence companies reshape the economy and race toward trillion-dollar valuations, Sen. Bernie Sanders is proposing a sweeping transfer of wealth and power from the industry to the American public. The legislation, shown first to The Ass … ⌘ Read more

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

Claude AI Assists In Fixing Years Old AMD Radeon Linux Display Bug Affecting Numerous Laptops
A bug in the AMDGPU Linux kernel graphics driver leading to some laptop displays freezing after periods of use may finally be close to being resolved. Given the length and quantity of bug reports and one of the problematic commits being tracked back to 2017, it’s a heavy hitting issue for some Linux users. With the help of Claude Code, it looks like a fix is on the way to the Linux kernel… ⌘ Read more

Latest LLVM Patch Further Points To AMD GFX1250/GFX1251 Being Instinct Hardware
With the ongoing work around the AMD GFX1250 (and GFX1251) in the open-source AMD Linux driver stack, it’s led to a lot of speculation about these parts in the GFX12 series associated with RDNA4. RDNA4 refresh? Or a lot of signals have pointed to GFX125x being possible AI/HPC accelerators such as for the upcoming Instinct MI400 series. Adding to the intrigue is GFX1251 being an APU. The latest LLVM compiler activity is further pointi … ⌘ Read more

AI/LLM Patch Craziness Having An Impact On ARM64 Linux Kernel Development
The ongoing rise in AI/LLM-generated patches hitting the mailing lists and affecting development workflows continues to impact Linux kernel development. For the ARM64 architecture updates in Linux 7.2 is an interesting anecdote over over feeling like this activity has “slowed us down a little on the feature side” and having to deal with this AI/LLM patch activity resulted in some features now being postponed from making it for this current L … ⌘ Read more

Smartphone Market To Shrink 15% This Year Due To Memory Crisis
CCS Insight expects global smartphone shipments to fall 15% this year as AI-driven demand pushes memory manufacturers toward higher-margin server chips. “[S]ome entry-level devices have already seen their sticker prices go up by more than 50 percent since last year,” reports The Register. From the report: The firm found that the primary smartphone … ⌘ Read more

Google, Microsoft, and OpenAI Back Linux Foundation’s Appia AI Standards Initiative
BrianFagioli writes: Google, Microsoft, OpenAI, Arm, Mastercard, Siemens, and other companies have joined the newly launched Appia Foundation under the Linux Foundation. The project aims to create common specifications and assessment frameworks that organizations can use to demonstrate AI systems meet emerging s … ⌘ Read more

AMD’s Lemonade AI Server Now Much More Useful With MCP Server Integration
The open-source Lemonade AI server for “100% free and private” AI usage across Windows and Linux in leveraging AMD Ryzen AI NPUs, Radeon GPUs, and x86_64 CPUs, is now much more powerful with today’s v10.8 release… ⌘ Read more

AI Will Lead To Labor Shortages, Bezos Says In Optimistic Talk
An anonymous reader quotes a report from Reuters: Artificial Intelligence will lead to labour shortages, not the replacement of humans, Amazon founder Jeff Bezos predicted in a highly optimistic appearance at the VivaTech technology conference in Paris on Wednesday. Bezos put forward a rosy vision of how technology will help humanity, speaking about projec … ⌘ Read more

Experimental, Reverse-Engineered & AI Assisted Rust Driver Supports Modern DisplayLink
The original DisplayLink USB display adapters were great for working with an upstream, open-source driver while sadly the newer DisplayLink tech has been limited to an out-of-tree driver and proprietary user-space daemon. But posted today is an experimental “Vino” driver that is a clean-room, reverse-engineered driver for newer DisplayLink hardware… ⌘ Read more

Hacking Group Claims Major Hack of Novo Nordisk, Attempted $25 Million Extortion
Reuters reports a cyber extortion group has claimed responsibility for breaching Novo Nordisk’s network, stealing roughly 1.3 terabytes of data, including source code, drug research, clinical-trial records, employee and physician information, production-system details, and internal AI model data. The group says it’s e … ⌘ Read more

Myna Announced As Speech-To-Text Solution For The Ubuntu Desktop
Earlier this month plans were shared publicly of Ubuntu 26.10 aiming to build a context-aware desktop with local AI features and one of the first capabilities to be integrated speech-to-text support. Now we have more details on the speech-to-text plans with Canonical announcing the Myna project… ⌘ Read more