An anonymous reader quotes a report from Ars Technica: Although Google DeepMind's Weather Lab only started releasing cyclone track forecasts in June, the company's AI forecasting service performed exceptionally well. By contrast, the Global Forecast System model, operated by the US National Weather Service and is based on traditional physics and runs on powerful supercomputers, performed abysmally. The official data comparing forecast model performance will not be published by the National Hurricane Center for a few months. However, Brian McNoldy, a senior researcher at the University of Miami, has already done some preliminary number crunching. The results are stunning: A little help in reading the graphic is in order. This chart sums up the track forecast accuracy for all 13 named storms in the Atlantic Basin this season, measuring the mean position error at various hours in the forecast, from 0 to 120 hours (five days). On this chart, the lower a line is, the better a model has performed. The dotted black line shows the average forecast error for official forecasts from the 2022 to 2024 seasons. What jumps out is that the United States' premier global model, the GFS (denoted here as AVNI), is by far the worst-performing model. Meanwhile, at the bottom of the chart, in maroon, is the Google DeepMind model (GDMI), performing the best at nearly all forecast hours. The difference in errors between the US GFS model and Google's DeepMind is remarkable. At five days, the Google forecast had an error of 165 nautical miles compared to 360 nautical miles for the GFS model, more than twice as bad. This is the kind of error that causes forecasters to completely disregard one model in favor of another. But there's more. Google's model was so good that it regularly beat the official forecast from the National Hurricane Center (OFCL), which is produced by human experts looking at a broad array of model data. The AI-based model also beat highly regarded "consensus models," including the TVCN and HCCA products. For more information on various models and their designations, see here.

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Google has delisted over 749 million URLs from Anna's Archive, a shadow library and meta-search engine for pirated books, representing 5% of all copyright takedown requests ever filed with the company. TorrentFreak reports: Google's transparency report reveals that rightsholders asked Google to remove 784 million URLs, divided over the three main Anna's Archive domains. A small number were rejected, mainly because Google didn't index the reported links, resulting in 749 million confirmed removals. The comparison to sites such as The Pirate Bay isn't fair, as Anna's Archive has many more pages in its archive and uses multiple country-specific subdomains. This means that there's simply more content to take down. That said, in terms of takedown activity, the site's three domain names clearly dwarf all pirate competition. Since Google published its first transparency report in May 2012, rightsholders have flagged 15.1 billion allegedly infringing URLs. That's a staggering number, but the fact that 5% of the total targeted Anna's Archive URLs is remarkable. Penguin Random House and John Wiley & Sons are the most active publishers targeting the site, but they are certainly not alone. According to Google data, more than 1,000 authors or publishers have sent DMCA notices targeting Anna's Archive domains. Yet, there appears to be no end in sight. Rightsholders are reporting roughly 10 million new URLs per week for the popular piracy library, so there is no shortage of content to report.

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Apple has officially launched a web-based version of its App Store that lets users browse apps across all Apple devices through a redesigned interface. "There's no way to download apps from the App Store on the web, however," notes The Verge. "Apple just gives you the option to share an app or open it directly inside the App Store installed on your device." From the report: Now, when you navigate to apps.apple.com, you'll see the revamped interface instead of a webpage that just contains information about the App Store. [...] Along with the ability to switch between listings of apps for the iPhone, iPad, Mac, Vision Pro, Apple Watch, and Apple TV, you can check out recommendations on the Today tab as well as sort apps by category, such as productivity, entertainment, adventure, and more. The new web-based App Store also serves as a portal where you can search for apps, too.

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A massive cyberattack on Swedish IT supplier Miljodata exposed personal data from up to 1.5 million citizens, prompting a national privacy investigation and scrutiny into security failures across multiple municipalities. BleepingComputer reports: MiljÃdata is an IT systems supplier for roughly 80% of Sweden's municipalities. The company disclosed the incident on August 25, saying that the attackers stole data and demanded 1.5 Bitcoin to not leak it. The attack caused operational disruptions that affected citizens in multiple regions in the country, including Halland, Gotland, Skelleftea, Kalmar, Karlstad, and Monsteras. Because of the large impact, the state monitored the situation from the time of disclosure, with CERT-SE and the police starting to investigate immediately. According to IMY, the attacker exposed on the dark web data that corresponds to 1.5 million people in the country, creating the basis for investigating potential General Data Protection Regulation (GDPR) violations. [...] Although no ransomware groups had claimed the attack when Miljodata disclosed the incident, BleepingComputer found that the threat group Datacarry posted the stolen data on its dark web portal on September 13. The leaked database has been added to Have I Been Pwned, which contains information such as names, email addresses, physical addresses, phone numbers, government IDs, and dates of birth.

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Longtime Slashdot reader dbialac shares a report from EL PAIS: For decades, the progress of electronics has followed a simple rule: smaller is better. Since the 1960s, each new generation of chips has packed more transistors into less space, fulfilling the famous Moore's Law. Formulated by Intel co-founder Gordon Moore in 1965, this law predicted that the number of transistors in an integrated circuit approximately doubles each year. But this race to the minuscule is reaching its physical limits. Now, an international team of scientists is proposing a solution as obvious as it is revolutionary: if we can't keep reducing the size of chips, let's build them up. Xiaohang Li, a researcher at King Abdullah University of Science and Technology (KAUST) in Saudi Arabia, and his team have designed a chip with 41 vertical layers of semiconductors and insulating materials, approximately ten times higher than any previously manufactured chip. The work, recently published in the journal Nature Electronics, not only represents a technical milestone but also opens the door to a new generation of flexible, efficient, and sustainable electronic devices. "Having six or more layers of transistors stacked vertically allows us to increase circuit density without making the devices smaller laterally," Li explains. "With six layers, we can integrate 600% more logic functions in the same area than with a single layer, achieving higher performance and lower power consumption."

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Apple will officially discontinue support for its original Home architecture (formerly HomeKit) on February 10, 2026. As MacRumors points out, Apple has informed users that they need to "update now to avoid interruptions." AppleInsider reports: The underlying HomeKit architecture was revamped in March 2023 alongside iOS 16.4, so Apple has been supporting both the new and old architecture for the last two years. There were initial problems with stability that may have discouraged some users from upgrading, but those problems have now been addressed. When Apple stops supporting the original HomeKit architecture, it will break support for the Home app on devices running older versions of iOS, iPadOS, and macOS. iOS 16.2, iPadOS 16.2, macOS 13.1, tvOS 16.2, and watchOS 9.2 are the minimum versions of Apple's platforms that work with the updated Apple Home app, and older devices will lose access. The update includes support for features like guest access, support for robot vacuum cleaners, and Activity History. Apple says it also provides faster, more reliable performance, especially for smart homes with a lot of HomeKit and Matter accessories installed.

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Google's new "Project Suncatcher" aims to launch Tensor Processing Units (TPUs) into space, creating a solar-powered, satellite-based AI network capable of scaling machine learning beyond Earth's limits. Google says a "solar panel can be up to 8 times more productive than on earth" for near-continuous power using a "dawn-dusk sun-synchronous low earth orbit" that reduces the need for batteries and other power generation. 9to5Google reports: These satellites would connect via free-space optical links, with large-scale ML workloads "distributing tasks across numerous accelerators with high-bandwidth, low-latency connections." To match data centers on Earth, the connection between satellites would have to be tens of terabits per second, and they'd have to fly in "very close formation (kilometers or less)." Google has already conducted radiation testing on TPUs (Trillium, v6e), with "promising" results: "While the High Bandwidth Memory (HBM) subsystems were the most sensitive component, they only began showing irregularities after a cumulative dose of 2 krad(Si) -- nearly three times the expected (shielded) five year mission dose of 750 rad(Si). No hard failures were attributable to TID up to the maximum tested dose of 15 krad(Si) on a single chip, indicating that Trillium TPUs are surprisingly radiation-hard for space applications." Finally, Google believes that launch costs will "fall to less than $200/kg by the mid-2030s." At that point, the "cost of launching and operating a space-based data center could become roughly comparable to the reported energy costs of an equivalent terrestrial data center on a per-kilowatt/year basis."

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An anonymous reader quotes a report from Ars Technica: Today, Samsung provided details about the next version of the HDR10 format, which introduces six new features. Among HDR10+ Advanced's most interesting features is HDR10+ Intelligent FRC (frame rate conversion), which is supposed to improve motion smoothing. A TV using motion smoothing analyzes each video frame and tries to determine what additional frames would look like if the video were playing at a frame rate that matched the TV's refresh rate. The TV then inserts those frames into the video. A 60Hz TV with motion smoothing on, for example, would attempt to remove judder from a 24p film by inserting frames so that the video plays as if it were shot at 60p. For some, this appears normal and can make motion, especially camera panning or zooming, look smoother. However, others will report movies and shows that look more like soap operas, or as if they were shot on higher-speed video cameras instead of film cameras. Critics, including some big names in Hollywood, argue that motion smoothing looks unnatural and deviates from the creator's intended vision. Intelligent FRC takes a more nuanced approach to motion smoothing by letting content creators dictate the level of motion smoothing used in each scene, Forbes reported. The feature is also designed to adjust the strength of motion interpolation based on ambient lighting.

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An anonymous reader shares a report: Microsoft officially ended mainstream support for Windows 10 last month, nudging users to upgrade to Windows 11. While that led to almost an overnight technological revolution in Japan, elsewhere, it has caused a lot of confusion. Certain versions of Windows 10, like Enterprise LTSC -- and those enrolled in the ESU program -- are still scheduled to receive security updates through at least 2027, but they're starting to see out-of-support messages in Settings. Various users over the past few days reported that they're being subjected to end-of-life warnings in Windows, despite already qualifying for extended security updates through the ESU program. Windows 10 Enterprise LTSC 2021 and âIoT Enterprise are business-oriented editions of the OS, so they're already supported up to 2032, but even they saw these incorrect messages. This widespread bug started to occur after the KB5066791 updates were pushed on October 14, 2025. Microsoft has already acknowledged this mishap and said, "The message, 'Your version of Windows has reached the end of support, might incorrectly display in the Windows Update Settings page," confirming it as a mistake. The company has already released a cloud config fix that should remove the message, but you need to be connected to the internet for that, and a restart is also required.

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Ferrari is tapping into crypto markets and tech-rich youngsters with a planned new digital token that its wealthiest fans will be able to use in an auction for a Ferrari 499P, the endurance car that won three straight Le Mans titles. From a report: The plan for now is limited in scope and is an effort by the Italian sports car maker to tap into a trend among luxury brands seeking access to the growing wealth of younger tech entrepreneurs, as AI and data centres drive investment and markets around the world. It comes after Ferrari, which is also developing its first electric car, began accepting Bitcoin, ethereum and USDC for car purchases in the United States in 2023 and extended the service to Europe last year. Ferrari is working with Italian fintech Conio to launch the 'Token Ferrari 499P' for members of its Hyperclub -- which groups 100 of its most exclusive clients, with a passion for endurance races -- to trade amongst themselves and bid on the racing model.

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IBM will cut thousands of roles this quarter while it continues to shift focus to higher-growth software and services, Bloomberg News reported on Tuesday. From a report: "We routinely review our workforce through this lens and at times rebalance accordingly," Bloomberg quoted a company spokesperson saying. "In the fourth quarter we are executing an action that will impact a low single-digit percentage of our global workforce."

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Three employees at cybersecurity companies spent years moonlighting as criminal hackers, launching their own ransomware attacks in a plot to extort millions of dollars from victims around the country, US prosecutors alleged in court filings. From a report: Ryan Clifford Goldberg, a former incident response supervisor at Sygnia Consulting, and Kevin Tyler Martin, who was a ransomware negotiator for DigitalMint, were charged with working together to hack five businesses starting in May 2023. In one instance, they, along with a third person, received a ransom payment of nearly $1.3 million worth of cryptocurrency from a medical device company based in Tampa, Florida, according to prosecutors. The trio worked in a part of the cybersecurity industry that has sprung up to help companies negotiate with hackers to unfreeze their computer networks -- sometimes by paying ransom. They are also accused of sharing their illicit profits with the developers of the type of ransomware they allegedly used on their victims. DigitalMint informed some customers about the charges last week, according to a document seen by Bloomberg News. The other person who was allegedly involved in the scheme was also a ransomware negotiator at the same firm as Martin but wasn't charged, according to court records. The person wasn't identified in court records, nor were the companies that were the defendants' former employers. Sygnia confirmed Goldberg had worked there. Martin last year gave a talk at a law school, which listed him as an employee of DigitalMint.

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Amazon has sent a cease-and-desist letter to Perplexity AI demanding that the AI search startup stop allowing its AI browser agent, Comet, to make purchases online for users. From a report: The e-commerce giant is accusing Perplexity of committing computer fraud by failing to disclose when its AI agent is shopping on a user's behalf, in violation of Amazon's terms of service, according to people familiar with the letter sent on Friday. The document also said Perplexity's tool degraded the Amazon shopping experience and introduced privacy vulnerabilities, said the people, who spoke on condition of anonymity to discuss internal matters. In response, Perplexity said Amazon is bullying a smaller competitor with a rival AI agent shopping product. The clash between Amazon and Perplexity offers an early glimpse into a looming debate over how to handle the proliferation of so-called AI agents that field more complex tasks online for users, including shopping. Like OpenAI and Alphabet's Google, Perplexity has pushed to rethink the traditional web browser around AI, with the goal of having it streamline more actions for users, such as drafting emails and conducting research.

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Apple is preparing to enter the low-cost laptop market for the first time, developing a budget Mac aimed at luring away customers from Chromebooks and entry-level Windows PCs. Bloomberg News: The new device -- designed for students, businesses and casual users -- will target people who primarily browse the web, work on documents or conduct light media editing, according to people familiar with the matter. [...] Apple plans to sell the new machine for well under $1,000 by using less-advanced components. The laptop will rely on an iPhone processor and a lower-end LCD display. The screen will also be the smallest of any current Mac, coming in at slightly below the 13.6-inch one used in the MacBook Air. This would mark the first time that Apple has used an iPhone processor in a Mac, rather than a chip designed specifically for a computer. But internal tests have shown that the smartphone chip can perform better than the Mac-optimized M1 used in laptops as recently as a few years ago.

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Speaking of Australia, its government has introduced content quotas on global streamers. From a report: The rules require Netflix, Prime Video and the other global streamers with more than one million Australian subscribers to spend 10% of their total Australian expenditure -- or 7.5% of their revenues -- on local originals, whether they are dramas, children's shows, docs, or arts and educational programs. Following the announcement, the legislation will be introduced into the Australian parliament. Australia's Labor government has long planned to being in the quotas as part of its Revive cultural policy, but months and months of delays had left the local industry wondering how committed their political leaders were to the plan. Global streamers have broadly rejected the necessity of quotas, claiming their local investment in content and jobs offsets them.

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Britain's National Centre for Gaming Disorders has treated 67 people over the age of 40 since opening in 2019. The oldest patient was a 72-year-old woman with a smartphone gaming obsession. Britons over 65 spent more than three hours a day online on smartphones, computers and tablets last year, according to Ofcom. They spent more than five and a half hours watching broadcast television. Over-65s are more likely than under-25s to own tablets, smart televisions, e-readers, and desktop and laptop computers, a seven-country survey by GWI found. Nearly a fifth of 55- to 64-year-olds own a games console. Ipsit Vahia, who heads the Technology and Ageing Laboratory at McLean Hospital, part of Harvard Medical School, said some older adults are increasingly living their lives through their phones the way teenagers or adolescents sometimes do. A 2022 study in South Korea estimated that 15% of those aged 60-69 were at risk of phone addiction. A meta-analysis published in April of studies on more than 400,000 older adults found that over-50s who regularly used digital devices had lower rates of cognitive decline than those who did not.

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An anonymous reader shares a report: Before the potential of the internet was appreciated around the world, nations that understood its importance managed to scoop outsized allocations of IPv4 addresses, actions that today mean many users in the rest of the world are more likely to find their connections throttled or blocked. So says Cloudflare, which last week published research that recalls how once the world started to run out of IPv4 addresses, engineers devised network address translation (NAT) so that multiple devices can share a single IPv4 address. NAT can handle tens of thousands of devices, but carriers typically operate many more. Internetworking wonks therefore developed Carrier-Grade NAT (CGNAT), which can handle over 100 devices per IPv4 address and scale to serve millions of users. That's useful for carriers everywhere, but especially valuable for carriers in those countries that missed out on big allocations of IPv4 because their small pool of available number resources means they must employ CGNAT to handle more users and devices. Cloudflare's research suggests carriers in Africa and Asia use CGNAT more than those on other continents. Cloudflare worried that could be bad for individual netizens. "CGNATs also create significant operational fallout stemming from the fact that hundreds or even thousands of clients can appear to originate from a single IP address," wrote Cloudflare researchers Vasilis Giotsas and Marwan Fayed. "This means an IP-based security system may inadvertently block or throttle large groups of users as a result of a single user behind the CGNAT engaging in malicious activity. Blocking the shared IP therefore penalizes many innocent users along with the abuser."

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AWS today announced Fastnet, a subsea fiber-optic cable that will link Maryland's Eastern Shore to County Cork, Ireland. The project marks Amazon's first wholly-owned subsea cable system after previously participating in similar ventures through consortiums. The cable will carry data at speeds exceeding 320 terabits per second. Amazon did not disclose construction costs but expects the system to begin operations in 2028. The company is burying the cable roughly one and a half meters deep across the ocean floor. Installers will bore a horizontal tunnel from shore to shore. Amazon has added protective steel wiring to guard against ship anchors and deliberate sabotage.

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Dick Cheney, who served four Republican presidents and became one of the most powerful and controversial vice presidents in American history as an architect of the post-9/11 war on terror, died at 84. His family said he died from complications of pneumonia and cardiac and vascular disease. Cheney served as vice president under George W. Bush for two terms beginning in 2001 and relentlessly advocated for the 2003 invasion of Iraq. Many Americans came to view the war as a strategic and humanitarian disaster. The conflict had far-reaching policy and political consequences that helped turn the public against intervention and upheaved Republican politics. Cheney continued to defend the invasion long after leaving office in 2009. He had heart disease for most of his life and underwent a transplant in 2012. That allowed him to live to see his daughter Liz Cheney follow in his political footsteps to become a House GOP leader. Before serving as vice president, Cheney was defense secretary under George H.W. Bush and chief of staff to Gerald Ford at age 34.

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Amazon's data-center expansion turned Umatilla, Oregon into an unlikely nerve center for American infrastructure investment. The community of roughly 8,000 residents has seen home prices double and local government budgets surge from $7 million in 2011 to a hundred and $44 million in the past fiscal year. Yesenia Leon-Tejeda, a Realtor and daughter of Mexican-born farmhands who once worked 12-hour shifts at a distribution center, is now on pace to close 35 deals this year. Federal data shows investment in software and information-processing equipment drove most of America's GDP growth in the first half of 2025. Goldman Sachs estimated that roughly 72% of all server-farm capacity sat in just 1% of counties as of July. The region's hydroelectric dams and cheap power attracted Amazon Web Services more than a decade ago. Growth has brought rising costs for housing and child care. Political tensions over spending erupted this year when Mayor Caden Sipe sued the city manager and council members.

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