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The National Transportation Safety Board said in a report this week that a UPS cargo plane that crashed in Louisville, Ky., last year, killing 15, had a structural flaw that the manufacturer Boeing had previously concluded would not affect flight safety. The New York Times: The N.T.S.B. has said that cracks in the assembly holding the left-side engine in place may have contributed to the November crash, though it has not officially cited a cause. The part had fractured in similar fashion on at least four other occasions, on three different airplanes, according to the report, which cited a service letter that Boeing issued in 2011 regarding the apparent flaw. In the service letter, which manufacturers issue to flag safety concerns or other problems to aircraft owners, Boeing said that fractures "would not result in a safety of flight condition," N.T.S.B. investigators wrote. The plane that crashed was an MD-11F jet, made by McDonnell Douglas, a company that Boeing acquired in the 1990s. It was taking off from Louisville and bound for Hawaii on Nov. 4 when a fire ignited on its left engine shortly after takeoff. The plane crashed into several buildings, including a petroleum recycling facility, on the outskirts of the Louisville Muhammad Ali International Airport. The three crew members on board and 11 people on the ground were killed in the crash; a 12th person on the ground died of injuries sustained during the episode.

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An anonymous reader shares a report: Raspberry Pi is launching a new add-on board capable of running generative AI models locally on the Raspberry Pi 5. Announced on Thursday, the $130 AI HAT+ 2 is an upgraded -- and more expensive -- version of the module launched last year, now offering 8GB of RAM and a Hailo 10H chip with 40 TOPS of AI performance. Once connected, the Raspberry Pi 5 will use the AI HAT+ 2 to handle AI-related workloads while leaving the main board's Arm CPU available to complete other tasks. Unlike the previous AI HAT+, which is focused on image-based AI processing, the AI HAT+ 2 comes with onboard RAM and can run small gen AI models like Llama 3.2 and DeepSeek-R1-Distill, along with a series of Qwen models. You can train and fine-tune AI models using the device as well.

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Go, the ancient board game that China, Japan and South Korea all claim as part of their cultural heritage, is struggling to expand its global footprint because the three nations that dominate it cannot agree on something as basic as a common rulebook. When Go was registered with the International Mind Sports Association alongside chess and bridge, organizers had to adopt the American Go Association's rules because the East Asian trio failed to reach consensus. In 2025, China's Ke Jie withdrew from a title match at a Seoul tournament after receiving repeated penalties for violating a rule that the South Korean Go association had introduced mid-tournament. China's Go association responded by barring foreign players, most of them South Korean, from its domestic competitions. It also doesn't help that the game's commercial appeal is fading. Japan's Nihon Ki-in, the country's main Go association, has started exploring a potential sale of its Tokyo headquarters. Young people across the region are gravitating toward chess, shogi, and video games instead.

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DesScorp writes: CNBC reports that new data from the National Student Clearinghouse indicates that enrollment growth in four year degree programs is slowing down, while growth in two year and certification programs is accelerating: Enrollments in undergraduate certificate and associate degree programs both grew by about 2% in fall 2025, while enrollment in bachelor's degree programs rose by less than 1%, the report found. Community colleges now enroll 752,000 students in undergraduate certificate programs -- a 28% jump from just four years ago. Overall, undergraduate enrollment growth was fueled by more students choosing to attend community college, the report found. "Community colleges led this year with a 3% increase, driven by continued rising interest in those shorter job-aligned certificate programs," said Matthew Holsapple, the National Student Clearinghouse Research Center's senior director of research. For one thing, community college is significantly less expensive. At two-year public schools, tuition and fees averaged $4,150 for the 2025-2026 academic year, according to the College Board. Alternatively, at four-year public colleges, in-state tuition and fees averaged $11,950, and those costs at four-year private schools averaged $45,000. A further factor driving this new growth is that Pell Grants are now available for job-training courses like certifications.

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Sjoerd Simons has published a blog post about running Debian on the OpenWrt One router hardware:

With openwrt-one-debian, you can now install and run a full Debian system leveraging the OpenWrt One's NVMe storage, enabling everything from custom services and containers to development tools and lightweight server workloads, all on open hardware.

This project provides a rust-based flasher to install Debian on the OpenWrt One, opening the door to standard Debian tooling, packages, and workflows. For developers and power users, it transforms the OpenWrt One from a network appliance into a compact, general-purpose Linux system.

See the GitHub repository for the code and latest build. LWN reviewed the device in November 2024, and covered Denver Gingerich's talk at SCALE 22x about the making of the router in March 2025.

An anonymous reader shares a report: Microsoft's library of books is so heavy that it once caused a campus building to sink, according to an unproven legend among employees. Now those physical books, journals, and reports, and many of Microsoft's digital subscriptions to leading US newspapers, are disappearing in a shift described inside Microsoft as an "AI-powered learning experience." Microsoft started cutting back on its employee subscriptions to news and reports services in November, with some publishers receiving an automated email cancellation of a contract. [...] Strategic News Service (SNS), which has provided global reports to Microsoft's roughly 220,000 employees and executives for more than 20 years, is no longer part of Microsoft's subscription list.

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Many people who stop using weight loss drugs will return to their previous weight within two years, a new review of existing research has found. CNN adds: This rate of weight regain is significantly faster than that seen in those who have lost weight by changing other lifestyle factors, such as diet and exercise, rather than relying on GLP-1 medications, researchers from the University of Oxford report in a paper published Wednesday in The BMJ journal. GLP-1, which stands for glucagon-like peptide-1, is a hormone naturally made by the body that helps signal to the brain and the gut that it's full and doesn't need to eat any more. Weight loss drugs mimic the action of this hormone by increasing the secretion of insulin to lower blood sugar. They also slow the movement of food through the digestive tract, which helps people feel full more quickly and for longer, and they work in the brain to reduce appetite.

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Amazon wants a federal judge to reject Saks Global's bankruptcy financing plan, writing in court papers the beleaguered department store "burned through hundreds of millions of dollars in less than a year" and failed to hold up their agreement. From a report: When Saks acquired Neiman Marcus for $2.7 billion in December 2024, Amazon invested $475 million into the venture on the grounds the retailer would start selling its products on Amazon's website and the tech company would offer technology and logistics expertise. "That equity investment is now presumptively worthless," Amazon's attorneys wrote in a Wednesday filing, hours after Saks filed for Chapter 11 bankruptcy protection. "Saks continuously failed to meet its budgets, burned through hundreds of millions of dollars in less than a year, and ran up additional hundreds of millions of dollars in unpaid invoices owed to its retail partners." As part of the deal, Saks launched a branded "Saks at Amazon" storefront on the e-commerce company's website featuring a range of luxury fashion and beauty items. It also agreed to pay a referral fee for Saks-branded goods sold on the platform, guaranteeing at least $900 million in payments to Amazon over eight years.

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American buses in cities like New York and San Francisco crawl along at about eight miles per hour -- barely faster than a brisk walk -- and one surprisingly simple fix could make them faster without requiring new infrastructure or controversial policy changes. The issue, according to a Works in Progress analysis, is that US bus stops sit far too close together. Mean spacing in American cities is roughly 313 meters, about five stops per mile, while older cities like Philadelphia, Chicago and San Francisco pack stops even tighter at 214, 223 and 248 meters respectively. European cities typically space stops at 300 to 450 meters. Each stop costs time: passengers boarding and exiting, acceleration and deceleration, buses kneeling for wheelchairs, missed traffic light cycles. Buses spend about 20% of their operating time just stopping and starting, and since labor accounts for the majority of transit operating costs, slower buses translate directly to higher expenses. Cities that have tried spacing stops further apart have seen results. San Francisco recorded a 4.4 to 14% increase in travel speeds by reducing from six stops per mile to two and a half. Vancouver's pilot removed a quarter of stops and cut average trip times by five minutes while saving about $500,000 annually on a single route. A McGill study found that even substantial stop consolidation reduced overall system coverage by just 1%.

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Apple, which spent years as TSMC's undisputed top customer and helped the Taiwanese foundry become the semiconductor industry's most important manufacturer, is now fighting for production capacity as Nvidia's AI chip orders consume an ever-larger share of the company's leading-edge wafer supply. TSMC CEO CC Wei visited Cupertino last August to deliver unwelcome news: Apple would face the largest price increase in years and the iPhone maker would no longer have guaranteed access to production capacity across TSMC's nearly two dozen fabs. According to Culpium analysis and its supply chain sources, Nvidia likely overtook Apple as TSMC's largest customer in at least one or two quarters of 2025. TSMC's revenue climbed 36% last year to $122 billion, the company reported Thursday.

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Wikipedia turns 25 today, and the online encyclopedia is celebrating that with an announcement that it has signed new licensing deals with a slate of major AI companies -- Amazon, Microsoft, Meta Platforms, Perplexity and Mistral AI. The deals allow these companies to access Wikipedia content "at a volume and speed designed specifically for their needs." The Wikimedia Foundation did not disclose financial terms. Google had already signed on as one of the first enterprise customers back in 2022. The agreements follow the Wikimedia Foundation's push last year for AI developers to pay for access through its enterprise platform. The foundation said human traffic had fallen 8% while bot visits -- sometimes disguised to evade detection -- were heavily taxing its servers. Wikipedia founder Jimmy Wales said he welcomes AI training on the site's human-curated content but that companies "should probably chip in and pay for your fair share of the cost that you're putting on us." The site remains the ninth most visited on the internet, hosting more than 65 million articles in 300 languages maintained by some 250,000 volunteer editors.

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Version 14.0 of the Forgejo software forge has been released. Notable changes in this release include several database improvements, new options for approving actions execution from pull requests, a new file editor, and progress toward making Forgejo's web UI work without JavaScript.

Al Viro does not often stray outside of the core virtual filesystem area; when he does, it is usually worthy of note. Recently, he wandered into memory management with this patch series to the slab allocator and some of its users. Kernel developers will often put considerable effort into small optimizations, but it is still interesting to look at just how much effort has gone toward the purpose of avoiding a single pointer dereference in some memory-allocation hot paths.

Anthropic's fourth installment of its Economic Index, drawing on an anonymized sample of two million Claude conversations from November 2025, finds that AI is changing how people work rather than whether they work at all. The study tracked usage across the company's consumer-facing Claude.ai platform and its API, categorizing interactions as either automation (where AI completes tasks entirely) or augmentation (where humans and AI collaborate). The split came out to 52% augmentation and 45% automation on Claude.ai, a slight shift from January 2025 when augmentation led 55% to 41%. The share of jobs using AI for at least a quarter of their tasks has risen from 36% in January to 49% across pooled data from multiple reports. Anthropic's researchers also found that AI delivers its largest productivity gains on complex work requiring college-level education, speeding up those tasks by a factor of 12 compared to 9 for high-school-level work. Claude completes college-degree tasks successfully 66% of the time versus 70% for simpler work. Computer and mathematical tasks continue to dominate usage, accounting for roughly a third of Claude.ai conversations and nearly half of API traffic.

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We have recently noticed that email from LWN.net seems to be blocked by MXroute. Unfortunately, the company also does not seem to have a way for non-customers to report problems in mail delivery, so we have no good way to get ourselves unblocked.

As a result, readers who have subscribed to an LWN mailing list from a domain hosted with MXroute will probably not receive our mailings. We have not yet unsubscribed addresses that are being blocked by MXroute, but will soon if the problem persists. Please accept our apologies for the inconvenience; it is unfortunate that it is becoming so difficult to send legitimate email as a small business.

White-collar workers stuck in a cycle of layoffs and stagnant wages might want to look past the traditional tech, finance and media job postings to an unexpected source of opportunity: the blue-collar sector, which faces a labor shortage and is seeing rapid transformation through private-equity investment. These jobs are generally less vulnerable to AI, and the earning trajectory can be steep, the WSJ writes. At Crash Champions, a car-repair chain that has grown from 13 locations in 2019 to about 650 shops across 38 states, service advisers start at roughly $60,000 after a six-month apprenticeship and can double that within 18 months, according to CEO Matt Ebert. Directors overseeing multiple locations earn more than $200,000. Power Home Remodeling, a PE-backed construction company, says tech sales professionals earning $85,000 to $100,000 could make lateral moves after a 10-week training program. The share of workers in their early 20s employed in blue-collar roles rose from 16.3% in 2019 to 18.4% in 2024, according to ADP -- five times the increase among 35- to 39-year-olds.

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Security updates have been issued by Debian (chromium, gnupg2, and mongo-c-driver), Fedora (firefox, gpsd, linux-firmware, and seamonkey), Mageia (net-snmp), Oracle (kernel, podman, postgresql16, postgresql:13, postgresql:15, postgresql:16, and uek-kernel), Red Hat (libpq, net-snmp, and transfig), Slackware (libpng and mozilla), SUSE (avahi, bluez, capstone, curl, dpdk, firefox, firefox-esr, fluidsynth, glib2, kernel, kernel-devel, libmicrohttpd, libpcap, libpng16, libsoup, libsoup-3_0-0, libtasn1, libvirt, mcphost, openvswitch, ovmf, podman, poppler, python-tornado6, python311, qemu, rsync, and valkey), and Ubuntu (erlang, klibc, libpng1.6, and ruby-rack).

An anonymous reader quotes a report from TechCrunch: Over the weekend, Neel Somani, who is a software engineer, former quant researcher, and a startup founder, was testing the math skills of OpenAI's new model when he made an unexpected discovery. After pasting the problem into ChatGPT and letting it think for 15 minutes, he came back to a full solution. He evaluated the proof and formalized it with a tool called Harmonic -- but it all checked out. "I was curious to establish a baseline for when LLMs are effectively able to solve open math problems compared to where they struggle," Somani said. The surprise was that, using the latest model, the frontier started to push forward a bit. ChatGPT's chain of thought is even more impressive, rattling off mathematical axioms like Legendre's formula, Bertrand's postulate, and the Star of David theorum. Eventually, the model found a Math Overflow post from 2013, where Harvard mathematician Noam Elkies had given an elegant solution to a similar problem. But ChatGPT's final proof differed from Elkies' work in important ways, and gave a more complete solution to a version of the problem posed by legendary mathematician Paul Erdos, whose vast collection of unsolved problems has become a proving ground for AI. For anyone skeptical of machine intelligence, it's a surprising result -- and it's not the only one. AI tools have become ubiquitous in mathematics, from formalization-oriented LLMs like Harmonic's Aristotle to literature review tools like OpenAI's deep research. But since the release of GPT 5.2 -- which Somani describes as "anecdotally more skilled at mathematical reasoning than previous iterations" -- the sheer volume of solved problems has become difficult to ignore, raising new questions about large language models' ability to push the frontiers of human knowledge. Somani examined the online archive of more than 1,000 Erdos conjectures. Since Christmas, 15 Erdos problems have shifted from "open" to "solved," with 11 solutions explicitly crediting AI involvement. On GitHub, mathematician Terence Tao identifies eight Erdos problems where AI made meaningful autonomous progress and six more where it advanced work by finding and extending prior research, noting on Mastodon that AI's scalability makes it well suited to tackling the long tail of obscure, often straightforward Erdos problems. Progress is also being accelerated by a push toward formalization, supported by tools like the open-source "proof assistant" Lean and newer AI systems such as Harmonic's Aristotle.

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Games Workshop, the owner and operator of a number of hugely popular tabletop war games, including Warhammer 40,000 and Age of Sigmar, has banned the use of generative AI in its content and design processes. IGN reports: Delivering the UK company's impressive financial results, CEO Kevin Rountree addressed the issue of AI and how Games Workshop is handling it. He said GW staff are barred from using it to actually produce anything, but admitted a "few" senior managers are experimenting with it. Rountree said AI was "a very broad topic and to be honest I'm not an expert on it," then went on to lay down the company line: "We do have a few senior managers that are [experts on AI]: none are that excited about it yet. We have agreed an internal policy to guide us all, which is currently very cautious e.g. we do not allow AI generated content or AI to be used in our design processes or its unauthorized use outside of GW including in any of our competitions. We also have to monitor and protect ourselves from a data compliance, security and governance perspective, the AI or machine learning engines seem to be automatically included on our phones or laptops whether we like it or not. We are allowing those few senior managers to continue to be inquisitive about the technology. We have also agreed we will be maintaining a strong commitment to protect our intellectual property and respect our human creators. In the period reported, we continued to invest in our Warhammer Studio -- hiring more creatives in multiple disciplines from concepting and art to writing and sculpting. Talented and passionate individuals that make Warhammer the rich, evocative IP that our hobbyists and we all love."

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The UK government has awarded guaranteed electricity prices to offshore wind projects totaling 8.4 GW in a bid to revive wind development, attract nearly $30 billion in private investment, and stabilize energy costs. The New York Times reports: On Wednesday, the British government said that it would provide guaranteed electricity prices for a group of wind farms off England, Scotland and Wales that would, once built, provide power for 12 million homes. The 8.4 gigawatts, a power capacity measure, that won support is the largest amount that has been achieved in an auction in Britain. The government said that these wind farms could lead to 22 billion pounds, or almost $30 billion, in private investment. The government holds regular auctions, roughly on an annual basis. Results have been improving after a failed auction in 2023 that produced no bids from developers. The government almost doubled its original budget for the recent auction to about 1.8 billion pounds per year. To encourage renewable energy sources like offshore wind, Britain offers a price floor to provide certainty for investors. The average floor, or strike price, from the auction on Wednesday was about 91 pounds, or $122 per megawatt-hour, in 2024 prices, up about 11 percent from the last auction. Over the past year the wholesale price for electricity in Britain was on average about 79 pounds, according to Drax Electric Insights, a market analysis website. The bulk of the planned wind farms that won price supports will be off eastern England. Support will also go to wind farms off Scotland and Wales. The British government wants at least 95 percent of the country's electricity generation to come from clean sources by 2030. Political consensus for ambitious climate goals is eroding in Britain, but the government of Prime Minister Keir Starmer believes that an enormous bet on clean energy, especially offshore wind, is necessary to protect consumers from volatile fossil fuel prices.

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