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Inside this week's LWN.net Weekly Edition:

• Front: Git 3.0 topics; Lazy imports for Python; RubyGems; LLMs for patch review; DebugFS.
• Briefs: Fedora AI policy; OpenBSD 7.8; DigiKam 8.8.0; Forgejo 13.0; KDE Plasma 6.5; RubyGems; Valkey 9.0.0; Quotes; ...
• Announcements: Newsletters, conferences, security updates, patches, and more.

Google is migrating all its internal workloads to run on both x86 and its custom Axion Arm chips, with major services like YouTube, Gmail, and BigQuery already running on both architectures. The Register reports: The search and ads giant documented its move in a preprint paper published last week, titled "Instruction Set Migration at Warehouse Scale," and in a Wednesday post that reveals YouTube, Gmail, and BigQuery already run on both x86 and its Axion Arm CPUs -- as do around 30,000 more applications. Both documents explain Google's migration process, which engineering fellow Parthasarathy Ranganathan and developer relations engineer Wolff Dobson said started with an assumption "that we would be spending time on architectural differences such as floating point drift, concurrency, intrinsics such as platform-specific operators, and performance." [...] The post and paper detail work on 30,000 applications, a collection of code sufficiently large that Google pressed its existing automation tools into service -- and then built a new AI tool called "CogniPort" to do things its other tools could not. [...] Google found the agent succeeded about 30 percent of the time under certain conditions, and did best on test fixes, platform-specific conditionals, and data representation fixes. That's not an enormous success rate, but Google has at least another 70,000 packages to port. The company's aim is to finish the job so its famed Borg cluster manager -- the basis of Kubernetes -- can allocate internal workloads in ways that efficiently utilize Arm servers. Doing so will likely save money, because Google claims its Axion-powered machines deliver up to 65 percent better price-performance than x86 instances, and can be 60 percent more energy-efficient. Those numbers, and the scale of Google's code migration project, suggest the web giant will need fewer x86 processors in years to come.

Read more of this story at Slashdot.

An anonymous reader quotes a report from the BBC: New research coordinated by the European Broadcasting Union (EBU) and led by the BBC has found that AI assistants -- already a daily information gateway for millions of people -- routinely misrepresent news content no matter which language, territory, or AI platform is tested. The intensive international study of unprecedented scope and scale was launched at the EBU News Assembly, in Naples. Involving 22 public service media (PSM) organizations in 18 countries working in 14 languages, it identified multiple systemic issues across four leading AI tools. Professional journalists from participating PSM evaluated more than 3,000 responses from ChatGPT, Copilot, Gemini, and Perplexity against key criteria, including accuracy, sourcing, distinguishing opinion from fact, and providing context. Key findings: - 45% of all AI answers had at least one significant issue. - 31% of responses showed serious sourcing problems - missing, misleading, or incorrect attributions. - 20% contained major accuracy issues, including hallucinated details and outdated information. - Gemini performed worst with significant issues in 76% of responses, more than double the other assistants, largely due to its poor sourcing performance. - Comparison between the BBC's results earlier this year and this study show some improvements but still high levels of errors. The team has released a News Integrity in AI Assistants Toolkit to help develop solutions to these problems and boost users' media literacy. They're also urging regulators to enforce laws on information integrity and continue independent monitoring of AI assistants.

Read more of this story at Slashdot.

OpenBSD 7.8 has been released, adding Raspberry Pi 5 support, enhanced AMD Secure Encrypted Virtualization (SEV-ES) capabilities, and expanded hardware compatibility including new Qualcomm, Rockchip, and Apple ARM drivers. Phoronix reports: OpenBSD 7.8 also brings multiple improvements around enabling AMD Secure Encrypted Virtualization (AMD SEV) support with support for the PSP ioctl for encrypting and measuring state for SEV-ES, a new VMD option to run guests in SEV-ES mode, and other enablement work pertaining to that AMD SEV work in SEV-ES form at this point as a precursor to SEV-SNP. AMD SEV-ES should be working to start confidential virtual machines (VMs) when using the VMM/VMD hypervisor and the OpenBSD guests with KVM/QEMU. OpenBSD 7.8 also improves compatibility of the FUSE file-system support with the Linux implementation, suspend/hibernate improvements, SMP improvements, updating to the Linux 6.12.50 DRM graphics drivers, several new Rockchip drivers, Raspberry Pi RP1 drivers, H.264 video support for the uvideo driver, and many network driver improvements. The changelog and download page can be found via OpenBSD.org.

Read more of this story at Slashdot.

Samsung has officially launched the Galaxy XR, the first Android headset powered by Google's new Android XR platform. Priced at $1,800 without controllers, the device features dual 4.3K Micro-OLED displays, a Snapdragon XR2+ Gen 2 chip, extensive camera tracking, and deep Gemini AI integration. Ars Technica reports: Galaxy XR is a fully enclosed headset with passthrough video. It looks similar to the Apple Vision Pro, right down to the battery pack at the end of a cable. It packs solid hardware, including 16GB of RAM, 256GB of storage, and a Snapdragon XR2+ Gen 2 processor. That's a slightly newer version of the chip powering Meta's Quest 3 headset, featuring six CPU cores and an Adreno GPU that supports up to dual 4.3K displays. The new headset has a pair of 3,552 x 3,840 Micro-OLED displays with a 109-degree field of view. That's marginally more pixels than the Vision Pro and almost three times as many as the Quest 3. The displays can refresh at up to 90Hz, but the default is 72Hz to save power. Like other XR (extended reality) devices, the Galaxy XR is covered with cameras. There are two 6.5 MP stereoscopic cameras that stream your surroundings to the high-quality screens, allowing the software to add virtual elements on top. There are six more outward-facing cameras for headset positioning and hand tracking. Four more cameras are on the inside for eye-tracking, and they can scan your iris for secure unlocking and password fill (in select apps). Samsung says the Galaxy XR has enough juice for two hours of general use or two and a half hours of video. That's not terribly long, but you may not want to wear the 545 grams (1.2 pounds) headset for even two hours. That's even a little heavier than the Quest 3, which has an integrated battery. However, both pale in comparison to the 800 g (1.7 pounds) second-generation Vision Pro.

Read more of this story at Slashdot.

An anonymous reader quotes a report from Reuters: The hack of Jaguar Land Rover, owned by India's Tata Motors, cost the British economy an estimated $2.55 billion and affected over 5,000 organizations, an independent cybersecurity body said in a report published on Wednesday. The report was produced by the Cyber Monitoring Centre, an independent, not for profit organization made up of industry specialists, including the former head of Britain's National Cyber Security Centre. It said losses could be higher if there were unexpected delays to the restoration of production at the vehicle manufacturer to levels before the hack took place in August. "This incident appears to be the most economically damaging cyber event to hit the UK, with the vast majority of the financial impact being due to the loss of manufacturing output at JLR and its suppliers," the report said. JLR will report its financial results in November, according to the company's website. A spokesperson for JLR declined to comment on the report. [...] JLR, which analysts estimated was losing around 50 million pounds per week from the shutdown, was provided with a 1.5 billion pound loan guarantee by the British government in late September to help it support suppliers.

Read more of this story at Slashdot.

Coal use hit a record high around the world last year despite efforts to switch to clean energy, imperilling the world's attempts to rein in global heating. From a report: The share of coal in electricity generation dropped as renewable energy surged ahead. But the general increase in power demand meant that more coal was used overall, according to the annual State of Climate Action report, published on Wednesday. The report painted a grim picture of the world's chances of avoiding increasingly severe impacts from the climate crisis. Countries are falling behind the targets they have set for reducing greenhouse gas emissions, which have continued to rise, albeit at a lower rate than before. Clea Schumer, a research associate at the World Resources Institute thinktank, which led the report, said: "There's no doubt that we are largely doing the right things. We are just not moving fast enough. One of the most concerning findings from our assessment is that for the fifth report in our series in a row, efforts to phase out coal are well off track."

Read more of this story at Slashdot.

YouTube has added a new Shorts feature that makes it easier to manage how much time you're spending watching videos. From a report: Mobile users can now set a customizable daily limit that restricts how long they can scroll Shorts feeds, aiming to help viewers better manage their time instead of endlessly scrolling. When a user reaches their time limit, they will receive a notification saying Shorts has been paused for the day. This notification is dismissible, however, so it's on the user to honor these self-imposed restrictions.

Read more of this story at Slashdot.

Air pollution in New Delhi hit a five-year high this week, as Diwali fireworks combined with farming fires to shroud the city in a toxic haze. From a report: The annual spike has become something of a tradition in the megalopolis, with some parts of the city this week recording an air-quality index reading of 1,800 -- 20 times higher than levels the World Health Organization deems healthy. The news points to the challenge facing Indian authorities as they look to combat pollution and cut carbon emissions: The country has made huge progress in deploying renewable energy, but will still need up to $21 trillion in new investments in order to meet its 2070 net-zero target, according to government plans reported by Bloomberg.

Read more of this story at Slashdot.

Google and Apple face enforced changes to how they operate their mobile phone platforms, after the UK's competition watchdog ruled the companies require tougher regulatory oversight. From a report: The Competition and Markets Authority has conferred "strategic market status" (SMS) on the tech firms after investigating their mobile operating systems, app stores and browsers. It means Apple and Google will be subjected to tailormade guidelines to regulate their behaviour in the mobile market. The CMA said the two companies have "substantial, entrenched" market power, with UK mobile phone owners using either Google or Apple's platforms and unlikely to switch between them. The regulator flagged the importance of their platforms to the UK economy and said they could be a bottleneck for businesses. [...] Changes under consideration by the CMA include allowing users to be "steered" out of app stores to make purchases elsewhere, like on a company's own website. App developers have long taken issue with Apple and Google taking a cut from purchases made via apps. The CMA also wants both companies to ensure users have a "genuine choice" over the services they use on their devices, like digital wallets on Apple.

Read more of this story at Slashdot.

An anonymous reader shares a report: Social media platform Reddit sued AI startup Perplexity in New York federal court on Wednesday, accusing it and three other companies of unlawfully scraping its data to train Perplexity's AI-based search engine. Reddit said in the complaint that the data-scraping companies circumvented its data protection measures in order to steal data that Perplexity "desperately needs" to power its "answer engine" system.

Read more of this story at Slashdot.

Meta removed a deepfake video from Facebook that falsely depicted Catherine Connolly withdrawing from Ireland's presidential election. The video was posted to an account called RTE News AI and viewed almost 30,000 times over 12 hours before the Irish Independent contacted the platform. The fabricated bulletin featured AI-generated versions of RTE newsreader Sharon Ni Bheolain and political correspondent Paul Cunningham announcing that Connolly had ended her campaign and the election scheduled for Friday would be cancelled. Connolly responded in a statement that she remained a candidate and called the video a disgraceful attempt to mislead voters. Meta confirmed the account violated its community standards against impersonating people and organizations. Ireland's media regulator Coimisiun na Mean contacted Meta about the incident and reminded the platform of its obligations under the EU Digital Services Act. An Irish Times poll published last Thursday found Connolly leading the race with 38% support.

Read more of this story at Slashdot.

The Fedora Council has approved an AI-assisted contributions policy. This follows several weeks of discussion, some of which were covered by LWN on October 1. The final policy contains substantial differences from the initial proposal, and now requires disclosure of AI tools "when the significant part of the contribution is taken from a tool without changes".

An anonymous reader shares a report: As it rushes to meet its pledge for "100 percent" of trips in electric vehicles by 2030, Uber is offering grants of $4,000 for drivers to swap their gas-guzzlers for zero-tailpipe emission vehicles. The company is also dropping its "Uber Green" branding in favor of the more simple "Uber Electric." Uber has said it will be completely carbon neutral in North America and Europe by 2030 and in all global markets by 2040. But when it first announced this pledge in 2020, it said it wouldn't directly pay drivers to ditch their gas-burning vehicles in favor of EVs. Now, the company is reversing that decision in the hopes that direct payments can help accelerate EV adoption.

Read more of this story at Slashdot.

Google announced Wednesday that its quantum computer achieved the first verifiable quantum advantage, running a new algorithm 13,000 times faster than a top supercomputer. The algorithm, called Quantum Echoes, was published in the journal Nature. The results can be replicated on another quantum computer of similar quality, something Google had not demonstrated before. The quantum computer uses a chip called Willow, which was announced in December 2024. Hartmut Neven, head of Google's Quantum AI research lab, called the work a demonstration of the first algorithm with verifiable quantum advantage and a milestone on the software track. Michel H. Devoret, who won this year's Nobel Prize in Physics and joined Google in 2023, said future quantum computers will run calculations impossible with classical algorithms. Google stopped short of claiming the work would have practical uses on its own. Instead, the company said Quantum Echoes demonstrated a technique that could be applied to other algorithms in drug discovery and materials science. A second paper published Wednesday on arXiv showed how the method could be applied to nuclear magnetic resonance. The experiment involved a relatively small quantum system that fell short of full practical quantum advantage because it was not able to work faster than a traditional computer. Google exhaustively red-teamed the research, putting some researchers to work trying to disprove its own results. Prineha Narang, a professor at UCLA, called the advance meaningful. The quantum computer tested two molecules, one with 15 atoms and another with 28 atoms. Results on the quantum computer matched traditional NMR and revealed information not usually available from NMR. Google's research competes against Microsoft, IBM, universities and efforts in China. The Chinese government has committed more than $15.2 billion to quantum research. Previous claims of quantum advantage have been met with skepticism.

Read more of this story at Slashdot.

The proliferation of difficult-to-treat bacterial diseases represents a growing threat, according to the World Health Organization's (WHO) Global Antibiotic Resistance Surveillance Report. Wired: The report reveals that, between 2018 and 2023, antibiotic resistance increased by more than 40 percent in monitored pathogen-drug combinations, with an average annual increase of 5-15 percent. According to data reported by more than 100 countries to WHO's Global Antimicrobial Resistance and Use Surveillance System (GLASS), one in six laboratory-confirmed bacteria in 2023 proved resistant to antibiotic treatment, all related to various common diseases globally. For the first time, this edition of the report includes prevalence estimates of resistance to 22 antibiotics used to treat urinary tract, gastrointestinal, bloodstream, and gonorrheal conditions. The analysis focused on eight common pathogens: Acinetobacter spp, Escherichia coli, Klebsiella pneumoniae, Neisseria gonorrhoeae, non-typhoidal Salmonella spp, Shigella spp, Staphylococcus aureus, and Streptococcus pneumoniae. The results show that resistant gram-negative bacteria pose the greatest threat. Of particular note are Escherichia coli and Klebsiella pneumoniae, which are associated with bloodstream infections that can lead to sepsis, organ failure, and death. "More than 40 percent of E. coli and more than 55 percent of K. pneumoniae strains worldwide are now resistant to third-generation cephalosporins, the first-choice treatment for these types of infections," the report warns.

Read more of this story at Slashdot.

More than 1,100 public figures have signed a statement calling for a prohibition on the development of superintelligence. The signatories included Nobel laureate Geoffrey Hinton, former Joint Chiefs of Staff Chairman Mike Mullen, Apple co-founder Steve Wozniak, entrepreneur Sir Richard Branson, former chief strategist to President Trump Steve Bannon and Turing Award winner Yoshua Bengio. The statement was organized by the Future of Life Institute, led by Anthony Aguirre, a physicist at the University of California, Santa Cruz. It proposes halting work on superintelligence until there is broad scientific consensus on safety and strong public support. The institute's biggest recent donor is Vitalik Buterin, a co-founder of Ethereum. Notable tech executives did not sign the statement. Meta CEO Mark Zuckerberg said in July that superintelligence was now in sight. OpenAI CEO Sam Altman said last month he would be surprised if superintelligence did not arrive by 2030.

Read more of this story at Slashdot.

KDE Plasma 6.5 has been released. Notable new features include automatic light-to-dark theme switching based on time of day, support for the experimental Wayland picture-in-picture protocol, as well as a number of usability and accessibility improvements. See the complete changelog for a complete list of the new features, enhancements, and bug fixes.

Early Monday, an Amazon Web Services outage disrupted banks, games, and Peloton classes. Eight Sleep customers faced a different problem. Their internet-enabled mattresses malfunctioned. People woke to beds locked in upright positions, excessive heat, flashing lights, and unexpected alarms. Matteo Franceschetti, the company's chief executive, apologized and said engineers were building an outage-proof mode. By Monday evening, all devices functioned again, though some experienced data processing delays. The mattresses adjust temperature between 55 and 110 degrees and elevate bodies into different positions. They activate soundscapes and vibrational alarms. The advanced models cost over $5,000. A yearly subscription of $199 to $399 is required for temperature controls.

Read more of this story at Slashdot.

DebugFS is the kernel's anything-goes, no-rules interface: whenever a kernel developer needs quick access to internal details of the kernel to debug a problem, or to implement an experimental control interface, they can expose them via DebugFS. This is possible because DebugFS is not subject to the normal rules for user-space-interface stability, nor to the rules about exposing sensitive kernel information. Supporting DebugFS in Rust drivers is an important step toward being able to debug real drivers on real hardware. Matthew Maurer spoke at Kangrejos 2025 about his recently merged DebugFS bindings for Rust.