A global shortage of jet engines is threatening the rapid expansion of AI data centers, as hyperscalers like OpenAI and Amazon scramble to secure aeroderivative turbines to power their energy-hungry AI clusters. With wait times stretching into the 2030s and emissions rising, the AI boom is literally running on jet fuel. Tom's Hardware reports: Interviews and market research indicate that manufacturers are quoting years-long lead times for turbine orders. Many of those placed today are being slotted for 2028-30, and customers are increasingly entering reservation agreements or putting down substantial deposits to hold future manufacturing capacity. "I would expect by the end of the summer, we will be largely sold out through the end of '28 with this equipment," said Scott Strazik, CEO of turbine maker GE Vernova, in an interview with Bloomberg back in March. General Electric's LM6000 and LM2500 series -- both derived from the CF6 jet engine family -- have quickly become the default choice for AI developers looking to spin up serious power in a hurry. OpenAI's infrastructure partner, Crusoe Energy, recently ordered 29 LM2500XPRESS units to supply roughly one gigawatt of temporary generation for Stargate, effectively creating a mobile jet-fueled grid inside a West Texas field. Meanwhile, ProEnergy, which retrofits used CF6-80C2 engines into trailer-mounted 48-megawatt units, confirmed that it has delivered more than 1 gigawatt of its PE6000 systems to just two data center clients. These engines, which were once strapped to Boeing 767s, now spend their lives keeping inference moving. Siemens Energy said this year that more than 60% of its US gas turbine orders are now linked to AI data centers. In some states, like Ohio and Georgia, regulators are approving multi-gigawatt gas buildouts tied directly to hyperscale footprints. That includes full pipeline builds and multi-phase interconnects designed around private-generation campuses. But the surge in orders has collided with the cold reality of turbine manufacturing timelines. GE Vernova is currently quoting 2028 or later for new industrial units, while Mitsubishi warns new turbine blocks ordered now may not ship until the 2030s. One developer reportedly paid $25 million just to reserve a future delivery slot.

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Amazon said on Tuesday it would reduce its corporate workforce by approximately 14,000 roles as part of an effort to remove bureaucracy and organizational layers. Beth Galetti, the company's senior vice president of people experience and technology, told employees in a memo that the cuts followed earlier work to strengthen teams by reducing layers and increasing ownership. The company said it would offer most affected employees 90 days to find new roles internally and that recruiting teams would prioritize internal candidates. Those unable to find positions at Amazon will receive severance pay, outplacement services and health insurance benefits, the memo added.

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ExxonMobil has sued California, claiming the state's new climate disclosure laws violate its First Amendment rights by forcing the company to report greenhouse gas emissions and climate risks using standards it "fundamentally disagrees with." The Verge reports: The oil and gas company claims that the two laws in question aim to "embarrass" large corporations the state "believes are uniquely responsible for climate change" in order to push them to reduce their greenhouse gas emissions. There is overwhelming scientific consensus that greenhouse gas emissions from fossil fuels cause climate change by trapping heat on the planet. [...] Under laws the state passed in 2023, "ExxonMobil will be forced to describe its emissions and climate-related risks in terms the company fundamentally disagrees with," a complaint filed Friday says. The suit asks a US District Court to stop the laws from being enforced. [...] ExxonMobil's latest suit now says the company "understands the very real risks associated with climate change and supports continued efforts to address those risks," but that California's laws would force it "to describe its emissions and climate-related risks in terms the company fundamentally disagrees with." "These laws are about transparency. ExxonMobil might want to continue keeping the public in the dark, but we're ready to litigate vigorously in court to ensure the public's access to these important facts," Christine Lee, a spokesperson for the California Department of Justice, said in an email to The Verge.

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An anonymous reader quotes a report from TechCrunch: OpenAI released new data on Monday illustrating how many of ChatGPT's users are struggling with mental health issues and talking to the AI chatbot about it. The company says that 0.15% of ChatGPT's active users in a given week have "conversations that include explicit indicators of potential suicidal planning or intent." Given that ChatGPT has more than 800 million weekly active users, that translates to more than a million people a week. The company says a similar percentage of users show "heightened levels of emotional attachment to ChatGPT," and that hundreds of thousands of people show signs of psychosis or mania in their weekly conversations with the AI chatbot. OpenAI says these types of conversations in ChatGPT are "extremely rare," and thus difficult to measure. That said, the company estimates these issues affect hundreds of thousands of people every week. OpenAI shared the information as part of a broader announcement about its recent efforts to improve how models respond to users with mental health issues. Further reading: Parents Sue OpenAI Over ChatGPT's Role In Son's Suicide

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NextEra Energy and Google have partnered to restart Iowa's long-shuttered Duane Arnold nuclear plant, marking the first major U.S. attempt to revive a decommissioned reactor. "We expect Duane Arnold to be back online in early 2029, and the plant will provide more than 600 MW of clean, safe, 'always-on' nuclear energy to the regional grid," said Google in a blog post. Reuters reports: Under the 25-year agreement, the tech giant will purchase power from the 615-MW plant for its growing cloud and AI infrastructure in the state, while also driving significant economic investment to the Midwest region. One of the plant's minority owners, Central Iowa Power Cooperative (CIPCO), will purchase the remaining portion of the plant's output on the same terms as Google, NextEra said. The utility added that it had also signed agreements to acquire CIPCO and Corn Belt Power Cooperative's combined 30% interest in the Duane Arnold plant, bringing NextEra's ownership to 100%.

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A new study from the Complexity Science Hub Vienna finds that as people's close social circles expanded from two to five friends around the rise of social media (2008-2010), polarization in society spiked. "The connection between these two developments could provide a fundamental explanation for why societies around the world are increasingly fragmenting into ideological bubbles," reports Phys.org. From the report: The researchers' findings confirm that increasing polarization is not merely perceived -- it is measurable and objectively occurring. "And this increase happened suddenly, between 2008 and 2010," says [says Stefan Thurner from the Complexity Science Hub (CSH)]. The question remained: what caused it? [...] The sharp rise in both polarization and the number of close friends occurred between 2008 and 2010 -- precisely when social media platforms and smartphones first achieved widespread adoption. This technological shift may have fundamentally changed how people connect with each other, indirectly promoting polarization. "Democracy depends on all parts of society being involved in decision-making, which requires that everyone be able to communicate with each other. But when groups can no longer talk to each other, this democratic process breaks down," emphasizes Stefan Thurner. Tolerance plays a central role. "If I have two friends, I do everything I can to keep them -- I am very tolerant towards them. But if I have five and things become difficult with one of them, it's easier to end that friendship because I still have 'backups.' I no longer need to be as tolerant," explains Thurner. What disappears as a result is a societal baseline of tolerance -- a development that could contribute to the long-term erosion of democratic structures. To prevent societies from increasingly fragmenting, Thurner emphasizes the importance of learning early how to engage with different opinions and actively cultivating tolerance. The research was published in Proceedings of the National Academy of Sciences.

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BrianFagioli shares a report from NERDS.xyz: Mozilla is testing a new Firefox feature that delivers direct results inside the address bar instead of forcing users through a search results page. The company says the feature will use a privacy framework called Oblivious HTTP, encrypting queries so that no single party can see both what you type and who you are. Some results could be sponsored, but Mozilla insists neither it nor advertisers will know user identities. The system is starting in the U.S. and may expand later if performance and privacy benchmarks are met. Further reading: Mozilla to Require Data-Collection Disclosure in All New Firefox Extensions

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An anonymous reader quotes a report from BleepingComputer: The number of victims paying ransomware threat actors has reached a new low, with just 23% of the breached companies giving in to attackers' demands. With some exceptions, the decline in payment resolution rates continues the trend that Coveware has observed for the past six years. In the first quarter of 2024, the payment percentage was 28%. Although it increased over the next period, it continued to drop, reaching an all-time low in the third quarter of 2025. One explanation for this is that organizations implemented stronger and more targeted protections against ransomware, and authorities increasing pressure for victims not to pay the hackers. [...] Over the years, ransomware groups moved from pure encryption attacks to double extortion that came with data theft and the threat of a public leak. Coveware reports that more than 76% of the attacks it observed in Q3 2025 involved data exfiltration, which is now the primary objective for most ransomware groups. The company says that when it isolates the attacks that do not encrypt the data and only steal it, the payment rate plummets to 19%, which is also a record for that sub-category. The average and median ransomware payments fell in Q3 compared to the previous quarter, reaching $377,000 and $140,000, respectively, according to Coveware. The shift may reflect large enterprises revising their ransom payment policies and recognizing that those funds are better spent on strengthening defenses against future attacks. The researchers also note that threat groups like Akira and Qilin, which accounted for 44% of all recorded attacks in Q3 2025, have switched focus to medium-sized firms that are currently more likely to pay a ransom. "Cyber defenders, law enforcement, and legal specialists should view this as validation of collective progress," Coveware says. "The work that gets put in to prevent attacks, minimize the impact of attacks, and successfully navigate a cyber extortion -- each avoided payment constricts cyber attackers of oxygen."

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Apple is preparing to roll out a new Apple Wallet feature that lets U.S. users create digital IDs linked to their passports, usable at select TSA checkpoints. TechCrunch reports: The feature, previously announced as part of the iOS 26 release, comes on the heels of Apple's expansion of Wallet as more than a payment mechanism or ticket holder, but also a secure place to store a user's digital identity. Currently, support for government IDs in Apple Wallet has rolled out to 12 states and Puerto Rico, or roughly a third of U.S. license holders. However, the passport-tied Digital ID feature didn't arrive with the debut of iOS 26, as Apple said it would come in a future software update. [...] The coming launch of passport-associated Digital IDs was announced on Sunday by Jennifer Bailey, VP of Apple Pay and Apple Wallet, at the Money 20/20 USA conference, where the exec also shared other stats about Wallet's adoption.

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Qualcomm has entered the AI data center chip race with its new AI200 and AI250 accelerators, directly challenging Nvidia and AMD's dominance by promising lower power costs and high memory capacity. CNBC reports: The AI chips are a shift from Qualcomm, which has thus far focused on semiconductors for wireless connectivity and mobile devices, not massive data centers. Qualcomm said that both the AI200, which will go on sale in 2026, and the AI250, planned for 2027, can come in a system that fills up a full, liquid-cooled server rack. Qualcomm is matching Nvidia and AMD, which offer their graphics processing units, or GPUs, in full-rack systems that allow as many as 72 chips to act as one computer. AI labs need that computing power to run the most advanced models. Qualcomm's data center chips are based on the AI parts in Qualcomm's smartphone chips called Hexagon neural processing units, or NPUs. "We first wanted to prove ourselves in other domains, and once we built our strength over there, it was pretty easy for us to go up a notch into the data center level," Durga Malladi, Qualcomm's general manager for data center and edge, said on a call with reporters last week.

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An anonymous reader quotes a report from Wired: As you're hunting through real estate listings for a new home in Franklin, Tennessee, you come across a vertical video showing off expansive rooms featuring a four-poster bed, a fully stocked wine cellar, and a soaking tub. In the corner of the video, a smiling real estate agent narrates the walk-through of your dream home in a soothing tone. It looks perfect -- maybe a little too perfect. The catch? Everything in the video isAI-generated. The real property is completely empty, and the luxury furniture is a product of virtual staging. The realtor's voice-over and expressions were born from text prompts. Even the camera's slow pan over each room is orchestrated by AI, because there was no actual video camera involved. Any real estate agent can create "exactly that, at home, in minutes," says Alok Gupta, a former product manager at Facebook and software engineer at Snapchat who cofounded AutoReel, an app that allows realtors to turn images from their property listings into videos. He said that between 500 and 1,000 new listing videos are being created with AutoReel every day, with realtors across the US and even in New Zealand and India using the technology to market thousands of properties. This is one of many AI tools, including more familiar ones like OpenAI's ChatGPT and Google's Gemini, that are quickly reshaping the real estate industry into something that isn't necessarily, well, real. "People that want to buy a house, they're going to make the largest investment of their lifetime," said Nathan Cool, a real estate photographer who runs an educational YouTube channel. "They don't want to be fooled before they ever arrive."

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An anonymous reader shares a column: As the AI boom develops, consultants are in a tricky spot. The pandemic, inflation and economic uncertainty have encouraged many of their big clients to tighten expenditure. The U.S. government, one of the biggest spenders, has been cancelling multiple billion-dollar contracts in an effort to conserve cash. In March, 10 of the largest consultants including Deloitte, Accenture, Booz Allen Hamilton, IBM and Guidehouse were targeted by the Department of Government Efficiency to justify their fees. As a result, the largest listed players' shares have collapsed by up to 30% in the past two years, against the S&P 500's 50% jump. AI is, in some respects, a boon. In September, Accenture said it had helped it cut 11,000 jobs, and CEO Julie Sweet is set to augment that with staff that cannot be retrained. Salesforce recently laid off 4000 customer support workers. Microsoft has halted hiring in its consulting business. Unfortunately, big clients are cottoning on to the advantages too. One finance chief of a large UK company outlined the issue for Breakingviews via an illustrative example. Say an outsourced project costs the client $1 million to do themselves, and Accenture and the like have historically been able to do the same job for $200,000. With the advent of machine learning, companies can do the same work for just $10,000. This gives clients considerable leverage. If consultants won't lower their prices to near the relevant level, the client can find one who will. Or just do the job itself.

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Employees are using AI to generate fake expense receipts. Leading expense software platforms report a sharp increase in AI-created fraudulent documents following the launch of improved image generation models by OpenAI and Google. AppZen said fake AI receipts accounted for 14% of fraudulent documents submitted in September compared with none last year. Ramp flagged more than one million dollars in fraudulent invoices within 90 days. About 30% of financial professionals in the US and UK surveyed by Medius reported seeing a rise in falsified receipts after OpenAI released GPT-4o last year. SAP Concur processes more than 80 million compliance checks monthly and now warns customers to not trust their eyes. The receipts include wrinkles in paper, detailed itemization matching real menus and signatures. Creating fraudulent documents previously required photo editing skills or paying for such services. Free and accessible image generation software has made it possible for anyone to falsify receipts in seconds by writing simple text instructions to chatbots.

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Microsoft's next Xbox console will run full Windows and allow users to exit the Xbox interface to access Steam, Epic Games Store, Battle.net, and other PC storefronts, according to Windows Central. The device will launch without a multiplayer paywall. Xbox CEO Phil Spencer told users last week to look at the Xbox Ally handheld for an indication of where Xbox is headed. The company has been using the Ally as a beta test to gather feedback on the experience that will power its next wave of console hardware. The new Xbox will include the entire Xbox console library spanning original Xbox, Xbox 360, Xbox One, and Xbox Series X/S titles. These games will run natively and launch through the Xbox launcher's library. Users staying within the Xbox ecosystem will encounter an onboarding experience similar to current consoles. Those who choose to access Windows will be able to install PlayStation PC titles like God of War and Spider-Man purchased through Steam or Epic Games.

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Many modern living rooms are now dominated by a huge television, but researchers say there might be little point in plumping for an ultra-high-definition model. From a report: Scientists at the University of Cambridge and Meta, the company that owns Facebook, have found that for an average-sized living room a 4K or 8K screen offers no noticeable benefit over a similarly sized 2K screen of the sort often used in computer monitors and laptops. In other words, there is no tangible difference when it comes to how sharp an image appears to our eyes. "At a certain viewing distance, it doesn't matter how many pixels you add. It's just, I suppose, wasteful because your eye can't really detect it," said Dr Maliha Ashraf, the first author of the study from the University of Cambridge. Ashraf and colleagues, writing in the journal Nature Communications, report how they set about determining the resolution limit of the human eye, noting that while 20/20 vision implies the eye can distinguish 60 pixels per degree (PPD), most people with normal or corrected vision can see better than that. "If you design or judge display resolution based only on 20/20 vision, you'll underestimate what people can really see," Ashraf said. "That's why we directly measured how many pixels people can actually distinguish." The team used a 27in, 4K monitor mounted on a mobile cage that enabled it to be moved towards or away from the viewer. At each distance, 18 participants with normal vision, or vision corrected to be normal, were shown two types of image in a random order. One type of image had one-pixel-wide vertical lines in black and white, red and green or yellow and violet, while the other was just a plain grey block. Participants were then asked to indicate which of the two images contained the lines. "When the lines become too fine or the screen resolution too high, the pattern looks no different from a plain grey image," Ashraf said. "We measured the point where people could just barely tell them apart. That's what we call the resolution limit."

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Amazon is planning to cut as many as 30,000 corporate jobs beginning Tuesday, as the company works to pare expenses and compensate for overhiring during the peak demand of the pandemic, Reuters reported Monday, citing sources familiar with the matter. From the report: The figure represents a small percentage of Amazon's 1.55 million total employees, but nearly 10% of the company's roughly 350,000 corporate employees. This would represent the largest job cut at Amazon since around 27,000 jobs were eliminated starting in late 2022.

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Mathematicians have identified the first shape that cannot pass through itself. Jakob Steininger and Sergey Yurkevich described the Noperthedron in a paper posted online in August. The shape has 90 vertices and 152 faces. The discovery resolves a question that began in the late 1600s when Prince Rupert of the Rhine won a bet by proving one cube could slide through a tunnel bored through another. Mathematician John Wallis confirmed this mathematically in 1693. The property became known as the Rupert property. In 1968, Christoph Scriba proved the tetrahedron and octahedron also possess this quality. Over the past decade, researchers found Rupert tunnels through many symmetric polyhedra, including the dodecahedron and icosahedron. Mathematicians had conjectured every convex polyhedron would have the Rupert property. Steininger and Yurkevich divided the space of possible orientations into approximately 18 million blocks and tested each. None produced a passage. The Noperthedron consists of 150 triangles and two regular 15-sided polygons.

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Apple is moving ahead with plans to bring advertising to its Maps app. Starting next year, businesses will be able to pay for more prominent placement within search results, according to Bloomberg [non-paywalled source]. The approach mirrors Search Ads in the App Store, where developers purchase promoted slots based on user queries. Apple has said the sponsored results will remain relevant to searches.

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Finland's fertility rate has dropped below 1.3 children per woman, the lowest among Nordic countries and far beneath the 2.1 replacement level needed to maintain a steady population. The rate has declined by a third since 2010. Kela, Finland's social insurance agency, started distributing 2025 "baby boxes" -- filled with clothing and other infant supplies -- in August instead of spring because so many 2024 boxes remained unclaimed. More parents now choose cash payments over the traditional boxes filled with infant supplies. The decline puzzles researchers because Finland offers paid parental leave for both mothers and fathers, subsidized childcare and national healthcare. Anneli Miettinen, Kela's research manager, said that good family policies no longer explain birth rates in Nordic countries. Immigration has offset some population loss, but officials worry about workforce shrinkage and pension system strain. Anna Rotkirch, who authored a government-commissioned report, found that many 17-year-olds describe wanting a house, garden, spouse and three children. Her research suggests young people struggle to form relationships, focus on education and careers, and delay childbearing. Some researchers attribute relationship difficulties to technology reducing physical interactions.

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Australia's competition regulator sued Microsoft today, accusing it of misleading millions of customers into paying higher prices for its Microsoft 365 software after bundling it with AI tool Copilot. From a report: The Australian Competition and Consumer Commission alleged that from October 2024, the technology giant misled about 2.7 million customers by suggesting they had to move to higher-priced Microsoft 365 personal and family plans that included Copilot. After the integration of Copilot, the annual subscription price of the Microsoft 365 personal plan increased by 45% to A$159 ($103.32) and the price of the family plan increased by 29% to A$179, the ACCC said. The regulator said Microsoft failed to clearly tell users that a cheaper "classic" plan without Copilot was still available.

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