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MAST Upgrade team claims first suppression of pesky edge instabilities in a spherical tokamak

Scientists at the UK Atomic Energy Authority (UKAEA) claim they have taken a significant step toward making fusion energy possible by applying a 3D magnetic field to counteract instabilities in a spherical tokamak plasma for the first time.…

Japanese retailer halts online orders after attack cripples third-party vendor

Japanese retailer Muji is suspending online orders after logistics partner Askul was knocked offline by a ransomware attack.…

CISA adds high-severity flaw to KEV list, urges swift updating

Uncle Sam's cyber wardens have warned that a high-severity flaw in Microsoft's Windows SMB client is now being actively exploited – months after it was patched.…

Alibaba Cloud claims its new Aegaeon GPU pooling system cuts Nvidia GPU use by 82%, letting 213 H20 accelerators handle workloads that previously required 1,192. The advancements have been detailed in a paper (PDF) at the 2025 ACM Symposium on Operating Systems (SOSP) in Seoul. Tom's Hardware reports: Unlike training-time breakthroughs that chase model quality or speed, Aegaeon is an inference-time scheduler designed to maximize GPU utilization across many models with bursty or unpredictable demand. Instead of pinning one accelerator to one model, Aegaeon virtualizes GPU access at the token level, allowing it to schedule tiny slices of work across a shared pool. This means one H20 could serve several different models simultaneously, with system-wide "goodput" -- a measure of effective output -- rising by as much as nine times compared to older serverless systems. The system was tested in production over several months, according to the paper, which lists authors from both Peking University and Alibaba's infrastructure division, including CTO Jingren Zhou. During that window, the number of GPUs needed to support dozens of different LLMs -- ranging in size up to 72 billion parameters -- fell from 1,192 to just 213. While the paper does not break down which models contributed most to the savings, reporting by the South China Morning Post says the tests were conducted using Nvidia's H20, one of the few accelerators still legally available to Chinese buyers under current U.S. export controls.

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DevOps guru and ex-Googler say vibes beat reading diffs but there are risks

"Accept All. Always. Don't read the diffs anymore."…

Security pros explore whether infection-spoofing code can immunize Windows systems against attack

Feature What's better, prevention or cure? For a long time the global cybersecurity industry has operated by reacting to attacks and computer viruses. But given that ransomware has continued to escalate, more proactive action is needed.…

Another phone Linux? The Reg attempts to disentangle the options

The latest version of Mobian, an edition of Debian aimed at mobile devices, is here, based on Debian 13 "Trixie".…

Calendar cock-up exposed recipients' details

Anti-fraud nonprofit Cifas was left red-faced after sending out a calendar invite that exposed the email addresses of dozens of individuals working across the fraud space.…

SpaceX surpassed the 10,000-satellite milestone for its Starlink constellation after two Falcon 9 launches on Oct. 19 added 56 more satellites to orbit. The company now operates about two-thirds of all active satellites worldwide and continues to break reuse records. Space.com reports: A Falcon 9 rocket carrying 28 Starlink internet satellites lifted off from California's Vandenberg Space Force Base today at 3:24 p.m. EDT (1924 GMT; 12:24 p.m. local California time). Those 28 included the 10,000th Starlink spacecraft ever to reach orbit, which a SpaceX employee noted on the company's launch webcast: "From Tintin to 10,000! Go Starlink, go Falcon, go SpaceX!" It was also the 132nd Falcon 9 liftoff of the year, equaling the mark set by the rocket last year -- and there are still nearly 2.5 months to go in 2025. [...] This launch was the second of the day for SpaceX; less than two hours earlier, another Falcon 9 sent 28 more Starlink satellites up from Florida's Space Coast. That earlier liftoff was the 31st for that Falcon 9's first stage, setting a new reuse record.

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12 more hours of pain followed initial outage

Amazon Web Services has revealed that its efforts to recover from the massive mess at its US-EAST-1 region caused other services to fail.…

Better scheduling and resource-sharing for inferencing workloads using multiple models, not a training breakthrough

Chinese tech giant Alibaba has published a paper detailing scheduling tech it has used to achieve impressive utilization improvements across the GPU fleet it uses to power inferencing workloads – which is nice, but not a breakthrough that will worry AI investors.…

An anonymous reader quotes a report from Wired: The National Transportation Safety Board confirmed Sunday that it is investigating an airliner that was struck by an object in its windscreen, mid-flight, over Utah. "NTSB gathering radar, weather, flight recorder data," the federal agency said on the social media site X. "Windscreen being sent to NTSB laboratories for examination." The strike occurred Thursday, during a United Airlines flight from Denver to Los Angeles. Images shared on social media showed that one of the two large windows at the front of a 737 MAX aircraft was significantly cracked. Related images also reveal a pilot's arm that has been cut multiple times by what appear to be small shards of glass. The captain of the flight reportedly described the object that hit the plane as "space debris." This has not been confirmed, however. After the impact, the aircraft safely landed at Salt Lake City International Airport after being diverted. Images of the strike showed that an object made a forceful impact near the upper-right part of the window, showing damage to the metal frame. Because aircraft windows are multiple layers thick, with laminate in between, the window pane did not shatter completely. The aircraft was flying above 30,000 feet -- likely around 36,000 feet -- and the cockpit apparently maintained its cabin pressure.

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Investigators recovered the OceanGate Titan sub's underwater camera nearly intact, discovering a SanDisk SD card that survived the 2023 implosion and still contained 12 images and 9 videos. TechSpot reports: Scott Manley, the science communication YouTuber, gamer, astrophysicist, and programmer, posted about the latest find: a hardened SubC-branded Rayfin Mk2 Benthic Camera containing the undamaged SD card. The titanium and synthetic sapphire crystal camera is rated to withstand depths of up to 6,000 meters (19,685 feet) -- the Titan imploded at around 3,300 meters (10,827 feet). The casing is intact, though the lens is shattered and the PCBs are slightly damaged. Incredibly the SD card inside the camera was undamaged. Tom's Hardware reports that it's almost certainly a SanDisk Extreme Pro 512GB, which costs around $62 on Amazon. The camera's SD card was found to be fully encrypted, divided into a small partition for operating system updates and a larger one for user data. Due to impact damage from the accident, several components of the system-on-module (SOM) board -- including connectors and the microcontroller -- were broken, complicating the data extraction process. [...] After determining the data wasn't encrypted beyond the file system level, they successfully accessed the SD card contents using the manufacturer's proprietary equipment and procedures.

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Shall I refer thee to all those lawsuits about fair use? Researchers think this result makes them worth revisiting

Readers of texts created to use the styles of famous authors prefer works written by AI to human human-written imitations, but only after developers fine-tune AI models to understand an author’s output.…

Foreign hackers breached the National Nuclear Security Administration's Kansas City National Security Campus (KCNSC) by exploiting unpatched Microsoft SharePoint vulnerabilities. The intrusion happened in August and is possibly linked to either Chinese state actors or Russian cybercriminals. CSO Online notes that "roughly 80% of the non-nuclear parts in the nation's nuclear stockpile originate from KCNSC," making it "one of the most sensitive facilities in the federal weapons complex." From the report: The breach targeted a plant that produces the vast majority of critical non-nuclear components for US nuclear weapons under the NNSA, a semi-autonomous agency within the Department of Energy (DOE) that oversees the design, production, and maintenance of the nation's nuclear weapons. Honeywell Federal Manufacturing & Technologies (FM&T) manages the Kansas City campus under contract to the NNSA. [...] The attackers exploited two recently disclosed Microsoft SharePoint vulnerabilities -- CVE-2025-53770, a spoofing flaw, and CVE-2025-49704, a remote code execution (RCE) bug -- both affecting on-premises servers. Microsoft issued fixes for the vulnerabilities on July 19. On July 22, the NNSA confirmed it was one of the organizations hit by attacks enabled by the SharePoint flaws. "On Friday, July 18th, the exploitation of a Microsoft SharePoint zero-day vulnerability began affecting the Department of Energy," a DOE spokesperson said. However, the DOE contended at the time, "The department was minimally impacted due to its widespread use of the Microsoft M365 cloud and very capable cybersecurity systems. A very small number of systems were impacted. All impacted systems are being restored." By early August, federal responders, including personnel from the NSA, were on-site at the Kansas City facility, the source tells CSO.

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An anonymous reader quotes a report from MacRumors: With the fourth betas of iOS 26.1, iPadOS 26.1, and macOS 26.1, Apple has introduced a new setting that's designed to allow users to customize the look of Liquid Glass. The toggle lets users select from a clear look for Liquid Glass, or a tinted look. Clear is the current Liquid Glass design, which is more transparent and shows the background underneath buttons, bars, and menus, while tinted increases the opacity of Liquid Glass and adds more contrast. Apple says that the new toggle was added because during the beta testing period over the summer, user feedback suggested that some people would prefer to have a more opaque option for Liquid Glass. The added setting provides additional customization in iOS 26.1, iPadOS 26.1, and macOS Tahoe 26.1. Increasing opacity and adding contrast applies to Liquid Glass throughout the operating system, including in apps and Lock Screen notifications.

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U.S. Grandmaster and beloved chess commentator Daniel Naroditsky has tragically passed away at the age of 29. "The news has sent shockwaves around the chess community, which is grieving the loss of one of the most beloved and influential voices," reports Chess.com. From the report: The devastating news was first shared by Naroditsky's club, Charlotte Chess Center, on Monday, and confirmed by Chess.com with multiple sources: "It is with great sadness that we share the unexpected passing of Daniel Naroditsky. Daniel was a talented chess player, educator, and cherished member of the chess community. He was also a loving son, brother, and loyal friend. We ask for privacy for Daniel's family during this extremely difficult time. Let us honor Daniel by remembering his passion for chess and the inspiration he brought to us all." Naroditsky, who was three weeks away from turning 30, has long been known as one of United States' most talented players. He achieved his grandmaster title at the age of 18 in 2013, and placed fifth among the highest-ranked juniors in 2015. His last FIDE-rating is 2619, which places him among the top 150 in the world, or the 17th highest-ranked in the United States. He has a peak rating of 2647 from 2017. He leaves a legacy that spans strong over-the-board competition and highly popular chess instruction and commentary on streaming platforms.

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Florida Attorney General James Uthmeier has issued criminal subpoenas to Roblox, calling it a "breeding ground for predators" and accusing the platform of profiting while failing to protect children. NBC News reports: The subpoenas will allow prosecutors to gather more information about the alleged criminal activity on the platform, including evidence related to suspected predators and victims, according to Uthmeier. The concerns prompted Roblox to invest heavily in protecting younger users on its platform by tightening messaging rules for children under 13, intensive content moderation and AI-powered monitoring. In an emailed statement to Reuters, Roblox said it prohibits sharing images and videos in chat, uses filters designed to block the exchange of personal information, and is working to implement age estimation for all users accessing chat features. "While no system is perfect, our trained teams and automated tools continuously monitor communications to detect and remove harmful content," a Roblox spokesperson said.

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Kohler has launched the Dekoda, a $599 smart toilet camera that analyzes users' waste to track hydration, gut health, and detect potential issues like blood. "It also comes with a rechargeable battery, a USB connection, and a fingerprint sensor to identify who's using the toilet," reports TechCrunch. From the report: The Dekoda is currently available for preorder, with shipments scheduled to begin on October 21. In addition to the hardware purchase fee, customers will need to pay between $70 and $156 per year for a subscription. If you're uneasy about the privacy implications of putting a camera right below your private parts, the company says, "Dekoda's sensors see down into your toilet and nowhere else." It also notes that the resulting data is secured via end-to-end encryption.

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It's Typhoon season…year round

China's Salt Typhoon gang appears to have successfully attacked a European telecommunications firm, according to security researchers at Darktrace.…