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Amazon executives believe the company can avoid hiring more than 160,000 workers in the United States by 2027 through robotic automation. Internal documents viewed by The New York Times show the automation would save approximately 30 cents on each item the company picks, packs and delivers. The documents reveal that executives told Amazon's board last year they hoped automation would allow the company to flatten its U.S. workforce growth over the next decade. Amazon expects to sell twice as many products by 2033. That projection translates to more than 600,000 positions Amazon would not need to fill. Amazon opened its most advanced warehouse in Shreveport, Louisiana last year as a template for future facilities. The site uses a thousand robots and employed a quarter fewer workers than it would have without automation. The company plans to replicate this design in approximately 40 facilities by the end of 2027. A facility in Stone Mountain, Georgia currently employs roughly 4,000 workers. After a planned robotic retrofit, internal analyses project it will process 10% more items but need as many as 1,200 fewer employees. The documents show Amazon's robotics team has set a goal to automate 75% of its operations.

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Pixels of the past 'created just for fun'

The pifmgr.dll still lingers in modern Windows installations - a throwback to a simpler and blockier time, according to veteran Microsoft engineer Raymond Chen.…

An anonymous reader quotes a report from The Register: Lloyds Banking Group claims employees save 46 minutes daily using Microsoft 365 Copilot, based on a survey of 1,000 users among nearly 30,000 deployed licenses. According to Lloyds Banking Group (LBG), the rollout is "helping teams summarize documents, prepare for meetings, and reduce administrative tasks." Almost 5,000 engineers are also using GitHub Copilot. Vic Weigler, chief technology officer at the finance corp, said in a statement: "We converted 11,000 lines of code across 83 files in half the expected time." An insider at the bank, a self-professed fan of the technology, listed some of the ways it was being used in their business area. These ranged from the mundane -- drafting and summarizing emails, transcribing meetings, and comparing documents to group standards -- to the eyebrow-raising, such as drafting legal clauses, undertaking due diligence, and creating complex Excel formulas. They told us the next step is creating bots and agents to perform repetitive data-based tasks and rolling out the technology to customer-facing processes. That said, they also noted the AI tools occasionally make mistakes. The "golden rule," is to "never use the output without checking it."

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Lunar landing reality distortion field slips for Musk's rocketeers

NASA's Acting Administrator has admitted that SpaceX is behind in plans to return astronauts to the Moon, has reopened lander contract competition, and pushed the deadline for a lunar landing to the end of the Trump administration in 2029.…

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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