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    Researchers at the University of Hull recently unveiled a novel method for detecting AI-generated deepfake images by analyzing reflections in human eyes.

    Adejumoke Owolabi, an MSc student at the University of Hull, headed the research under the guidance of Dr. Kevin Pimbblet, professor of astrophysics.

    In some ways, the astronomy angle isn’t always necessary for this kind of deepfake detection because a quick glance at a pair of eyes in a photo can reveal reflection inconsistencies, which is something artists who paint portraits have to keep in mind.

    They used the Gini coefficient, typically employed to measure light distribution in galaxy images, to assess the uniformity of reflections across eye pixels.

    The approach also risks producing false positives, as even authentic photos can sometimes exhibit inconsistent eye reflections due to varied lighting conditions or post-processing techniques.

    But analyzing eye reflections may still be a useful tool in a larger deepfake detection toolset that also considers other factors such as hair texture, anatomy, skin details, and background consistency.


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    In the biggest news of all, Rivian and Volkswagen announced a $5 billion joint venture that will co-develop core parts of the hardware and software platform to be used in cars from both automakers.

    We love that because it aligns so beautifully with our mission: the ability to help accelerate putting highly compelling electric vehicles into the market, which will ultimately drive more demand.

    A core objective of how we’ve structured the joint venture is that we don’t lose the velocity and the speed and the decisiveness and lack of bureaucracy that exists within our software function today.

    Beyond just simplification of how we manage running over-the-air updates across so many different instances, it also gets us a lot of supply chain leverage in a way that we, Rivian, haven’t had in the past.

    In fact, you can imagine the day of the announcement, I had a handful of phone calls from CEOs of big semiconductor suppliers, and they’re like, “Hey, we can work harder on pricing.” So, that was awesome.

    So, taking away all those mechanical design studio packaging constraints that we had before, and then solving the biggest challenge, which was network architecture by this being that as a project, it’s just a very different type of relationship.


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    In chemical rockets, hydrogen had to be mixed with an oxidizer, which increased the total molecular weight of the propellant but was necessary for combustion to happen.

    Fuel rods made with uranium 235 oxide distributed in a metal or ceramic matrix comprise the core of a standard fission reactor.

    This reaction is kept at moderate levels using control rods made of neutron-absorbing materials, usually boron or cadmium, that limit the number of neutrons that can trigger fission.

    The hotter you make the exhaust gas, the more you increase specific impulse, so NTRs needed the core to operate at temperatures reaching 3,000 K—nearly 1,800 K higher than ground-based reactors.

    Then there was the hydrogen itself, which is extremely corrosive at these temperatures, especially when interacting with those few materials that are stable at 3,000 K. Finally, standard control rods had to go, too, because on the ground, they were gravitationally dropped into the core, and that wouldn’t work in flight.

    Los Alamos Scientific Laboratory proposed a few promising NTR designs that addressed all these issues in 1955 and 1956, but the program really picked up pace after it was transferred to NASA and Atomic Energy Commission (AEC) in 1958, There, the idea was rebranded as NERVA, Nuclear Engine for Rocket Vehicle Applications.


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    Members of the Recording Industry Association of Japan had taken legal action in the U.S. to demand information on Hikari No Akari’s operator from California-based Cloudflare, whose content delivery network the site had used.

    “We’ll use information that Cloudflare will disclose to hold the website operator responsible and take other legal action,” an RIAJ spokesperson said.

    The website received roughly 15 million visits over the past year, 75% of which were from countries outside Japan, such as Indonesia, the U.S. and France.

    “Unlike videos or published materials, pirated works of music don’t need to be translated for anyone to enjoy,” says Hiroyuki Nakajima, an attorney versed in content piracy.

    The RIAJ took a similar step in 2023, forcing the closure of another piracy website that August via legal action in the U.S.

    This site, which had linked to illegal downloads of J-pop for more than two years, had not shut down as the trade group had demanded.


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    Greg Kroah-Hartman on Friday sent out all of the USB/Thunderbolt subsystem feature updates destined for the Linux 6.11 kernel of which there are many different patches across the board.

    The USB subsystem pull has the usual wide variety of changes from new hardware support to other clean-ups and fixes/features.

    • Enabling Cache-Coherent Interconnect (CCI) support for the AMD-Xilinx DWC3 controller.

    • Thunderbolt now has sideband register access via DebugFS for debugging.

    • Lenovo Yoga C630 driver and DeviceTree bindings for the embedded controller (EC).

    • The USB gadget driver for MINI 2.0 support has fixed the incorrect default MIDI2 protocol setup.


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    Campaigners say the chaos caused by the global IT outage last week underlines the risk of moving towards a cashless society.

    Supermarkets, banks, pubs, cafes, train stations and airports were all hit by the failure of Microsoft systems on Friday, leaving many unable to accept electronic payments.

    The Payment Choice Alliance (PCA), which campaigns against the move towards a cashless society, lists 23 firms and groups, at least some of whose outlets take only credit or debit cards.

    Cash payments increased for the first time in a decade last year, according to UK Finance, which represents banks.

    The GMB Union said the outage reinforced what it had been saying for years: that “cash is a vital part of how our communities operate”.

    In March, McDonald’s, Tesco, Sainsbury’s and Gregg’s suffered problems with their payment systems.


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    With Linux 6.11 support for the Lenovo Yoga Slim7x and ASUS Vivobook S15 are upstreamed for some of the first Qualcomm Snapdragon X1 Elite powered laptops.

    But for follow-on kernel cycles you can expect yet more Snapdragon X1 Elite/Plus powered laptop support to appear with new DeviceTree additions.

    On Friday, Linaro engineer Konrad Dybcio sent out the patches for enabling the X1 Elite powered Lenovo ThinkPad T14s Gen 6 laptop.

    Friday saw the initial DeviceTree patches posted for enabling the Lenovo ThinkPad T14s Gen 6 to let it boot up under Linux rather than Microsoft Windows.

    The three patches getting the ThinkPad T14s Gen 6 running under Linux have been successfully tested for input, NVMe, WiFi, USB-C ports, GPU, display, and DSPs.

    The ThinkPad T14s Gen 6 is priced at around ~$1754 USD for boasting a 14-inch 1920 x 1200 display, X Elite X1E-78-100 SoC, 32GB of LPDDR5X memory, 1TB SSD, 1080p web camera, and a three year warranty.


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    There’s a big piece of paper in the San Francisco offices of Daylight Computer, with a list written in purple ink of all the kinds of devices the company hopes to one day make.

    And as CEO Anjan Katta shows me around the office, the rest of the team is preparing for a launch party for its first device, a tablet called the DC-1, it’s clear he’s worried about how the world will respond to his big idea about the future.

    Instead of modeling themselves off of purveyors of high tech like Apple or Samsung, Katta and Daylight seem to idolize companies like Patagonia, which both made good things and stands for something.

    I like the speckled back and the clicky buttons, but I can’t stop noticing the very slightly misaligned ports or the fact that I can slide my fingernail between the display and the case and literally pry the thing apart.

    Live Paper is actually designed to solve some of the weaknesses of E Ink — particularly its slow refresh rate and the ghosting that leaves faint impressions of stuff on the screen for too long.

    He hasn’t solved all of them — the DC-1 doesn’t do color, which Katta tells me is technically possible but causes a bunch of other compromises — but the Daylight team has managed to make a 10.5-inch reflective LCD that is almost as easy on the eyes as E Ink and almost as responsive as a typical tablet screen.


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    Found in Utah by North Carolina State University researchers and paleontologists, the Fona herzogae was a small-framed, plant-eating dinosaur that lived in the Cenomanian age — about 100-66 million years ago.

    “If you took, like, a Komodo dragon tail and attached it to the back of an ostrich, that’s kind of what Fona would have looked like,” researcher Haviv Avrahami told NPR.

    Avrahami is a Ph.D student at North Carolina State University and was part of the team that identified this new dino.

    Avrahami and his team also believe this new dino was a burrowing species, spending at least part of its life underground.

    “Their family tree is, basically, like a giant black hole in paleontology knowledge,” Avrahami said.

    Avrahami hopes that from his team’s discovery springs more knowledge about this small burrowing dinosaur and the life that it led millions of years ago.


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    A widespread technology outage grounded flights, knocked banks offline and media outlets off air on Friday in a massive disruption that affected companies and services around the world and highlighted dependence on software from a handful of providers.

    “Due to the worldwide Microsoft outage, all Maryland courts, offices, and facilities will be closed to the public today but will remain open for emergency matters,” the judiciary said in a news release.

    “While things are still very uncertain, we do not anticipate a major macroeconomic or financial market impact at this stage,” Jennifer McKeown, chief global economist at Capital Economics, said in a written comment.

    At the Narita International Airport near Tokyo, passengers of low-cost carrier Jetstar Japan formed long lines waiting at the airline’s departure counter, where boarding had to be processed manually due to a system failure.

    At Hong Kong’s airport, hundreds of travellers were queuing for manual check-in around the counters of budget airline HK Express, which said that its global e-commerce system was affected by Microsoft’s service outage.

    CrowdStrike CEO George Kurtz said the company was working to fix problems created for Windows users of its tools by a recent update in a post on the social media platform X.


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    The SLAB pull request landed in Linux 6.11 Git on Thursday with kmem_buckets-based hardening of kernel memory allocations.

    This hardening is the latest Linux security improvement addressed by Google’s Kees Cook.

    This may very slightly increase memory fragmentation, though in practice it’s only a handful of extra pages since the bulk of user-controlled allocations are relatively long-lived."

    Addressing these cases is limited in scope, so isolating these kinds of interfaces will not become an unbounded game of whack-a-mole.

    Note that these caches are specifically flagged with SLAB_NO_MERGE, since merging would defeat the entire purpose of the mitigation.

    This dedicated bucket allocator landed in the Linux 6.11 kernel yesterday via the SLAB pull request.


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    The Federal Communications Commission wants to standardize the amount of time consumers have to wait to unlock their cell phones to be able to switch carriers.

    The agency voted unanimously on Thursday to issue a notice of proposed rulemaking to make mobile service providers unlock customers’ phones within 60 days of activation.

    Waiting periods and unlocking requirements vary between carriers, which the FCC said in a press release creates confusion for customers.

    This is part of Chair Jessica Rosenworcel’s efforts to close the digital divide by expanding the E-Rate program, which gives schools and libraries discounts on internet and telecommunications services.

    The agency also approved rules to slash the cost of jail calls and prohibit certain fees that drive up prices for incarcerated people seeking to contact their loved ones.

    It also sets video call rate caps ranging from 11 to 25 cents depending on the type or size of the jail or prison.


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    The date for the introduction of the EU’s new entry-exit system has been pushed back again until November, allaying fears of long queues at the border during the October half-term holidays.

    The launch of the new biometric checks for foreign travellers, including Britons, entering the EU, has been delayed from 6 October until at least 10 November, with many smaller airports yet to have facilities in place.

    The move will again raise questions over the readiness of a system that has been long delayed from the planned 2021 start, with the French insisting the additional border controls should not be introduced before the Paris Olympics.

    Under the entry-exit system (EES), non-EU citizens will have to register their biometric information – including fingerprints and facial scans – at the border, under the supervision of an EU officer, on their first visit.

    There have been warnings of long queues at British points of entry – including the Port of Dover, and Eurostar’s St Pancras terminal – where the French and EU border is physically located in England, before passengers board ferries or trains.

    The cross-Channel train operator said the process would add only a few seconds to border queues and not cause chaos, although passengers would have to ensure they arrived in time for the additional layer of biometric checks.


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    They found that over time, inactive commuters had a much higher risk of death, disease, and mental health issues compared with those who cycled or walked.

    “The more you do it, the safer you are,” Jim Walker, the founder and director of the UK-based Walk21 Foundation which advises national and local governments on pedestrian-friendly policies, told Euronews Health.

    Researchers accounted for potential factors that could affect the results, such as people’s pre-existing conditions, age, gender, and socioeconomic traits.

    The findings align with previous studies that show a strong link between the built environment and health outcomes such as diabetes and obesity.

    Study authors said the finding “reinforces the need for safer cycling infrastructure,” and the overall results have “wider global relevance to efforts to reduce carbon emissions and shift to more active and sustainable travel modes”.

    Paris, for example, has added bike lanes and aims to make the entire city suitable for cyclists by 2026, though the plan has faced some delays.


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    As previously reported, the eruption of Mount Vesuvius released thermal energy roughly equivalent to 100,000 times the atomic bombs dropped on Hiroshima and Nagasaki at the end of World War II, spewing molten rock, pumice, and hot ash over the cities of Pompeii and Herculaneum in particular.

    However, a 2001 study in Nature, co-authored by University of Naples archaeologist Pierpaolo Petrone, estimated a temperature of 500° Celsius (932° Fahrenheit) for the pyroclastic surge that destroyed Pompeii, sufficient to kill inhabitants in fractions of a second.

    He observed fracturing in the bones of some 100 excavated skeletons, as well as “cracking and explosion” of the skullcaps, consistent with forensic cases where skulls burst from extreme heat.

    Later that year, Petrone reported fresh evidence that this might, indeed, have been the case, announcing his discovery of preserved human neurons in the victim with the “glassified” brain, although other scientists expressed skepticism about that finding.

    A 2023 multidisciplinary analysis of seven plaster casts from Pompeii concluded that these victims, at least, likely survived the early eruption and died some 20 hours later from asphyxiation, although the authors were careful to emphasize that their findings were only applicable to these particular cases.

    “It is likely that the catastrophic eruption killed people in different ways,” the authors of that 2023 study wrote, concluding that “generalizing and supporting a sole hypothesis of death becomes overly reductive.”


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    Wlroots 0.18 recently debuted as the newest version of this Wayland library born out of the Sway compositor project.

    With wlroots 0.18 is support for new Wayland protocols and other exciting features.

    New protocols enabled by wlroots 0.18 include linux-drm-syncobj-v1 for explicit synchronization, alpha-modifier-v1 for alpha channel support on surfaces, ext-foreign-toplevel-list-v1 as a protocol for taskbars and app switchers, and ext-transient-seat-v1 for better handling VNC/remote use-cases.

    There is also a new stateless render API for reading back pixel buffers from the GPU.

    Overall the wlroots 0.18 feature update is a very exciting release with all the new functionality included for Wayland compositors leveraging this open-source library.

    Downloads and more details on the wlroots 0.18 release via FreeDesktop.org GitLab.


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    Major record labels sued Verizon on Friday, alleging that the Internet service provider violated copyright law by continuing to serve customers accused of pirating music.

    They say that “Verizon has knowingly contributed to, and reaped substantial profits from, massive copyright infringement committed by tens of thousands of its subscribers.”

    Cox received support from groups such as the Electronic Frontier Foundation, which warned that the big money judgment could cause broadband providers to disconnect people from the Internet based only on accusations of copyright infringement.

    While judges in the Cox case reversed a vicarious liability verdict, they affirmed the jury’s additional finding of willful contributory infringement and ordered a new damages trial.

    “Yet rather than taking any steps to address its customers’ illegal use of its network, Verizon deliberately chose to ignore Plaintiffs’ notices, willfully blinding itself to that information and prioritizing its own profits over its legal obligations.”

    The lawsuit also complains that Verizon hasn’t made it easier for copyright owners to file complaints about Internet users:


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    The country’s conservation agency said Monday a creature that washed up on a South Island beach this month is believed to be a spade-toothed whale.

    Only six other spade-toothed whales have ever been pinpointed, and those found intact on New Zealand’s North Island beaches were buried before DNA testing could verify their identification, Hendriks said, thwarting any chance to study them.

    This time, the beached whale was quickly transported to cold storage and researchers will work with local Māori iwi (tribes) to plan how it will be examined, the conservation agency said.

    In April, Pacific Indigenous leaders signed a treaty recognizing whales as “legal persons,” although such a declaration is not reflected in the laws of participating nations.

    It took “many years and a mammoth amount of effort by researchers and local people” to identify the “incredibly cryptic” mammals, Kirsten Young, a senior lecturer at the University of Exeter who has studied spade-toothed whales, said in emailed remarks.

    Firstly mistaken for one of New Zealand’s 13 other more common types of beaked whale, tissue samples — taken before they were buried — later revealed them as the enigmatic species.


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    True, the Linux Foundation events all now come with child support for young parents, but my expert guestimate is the average age is still well into the 30s.

    More specifically, the Cloud Native Computing Foundations (CNCF)'s KubeCons have many tracks for people who want to learn the ins and outs of Kubernetes and other cloud-native programs.

    The OSPO for Good conference proposed solutions that have been suggested before, such as hackathons, to engage young developers in open source coding.

    As David Nalley, president of the Apache Software Foundation (ASF) and director of open source strategy at Amazon Web Services (AWS), said at the conference: "Getting people to maintain old code isn’t easy.

    … I thought if I could hold on just a bit longer, I could help maintain the focus on long term development to improve the user experience.

    She also runs the LFX Mentorship program, which seeks to sponsor and train the next generation of open source developers and leaders.


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    But before breaking up the band, the politically motivated and self-described “gay furry hackers” published a bunch of furious messages that SiegedSec claims were sent to them by Mike Howell, the executive director of the Heritage Foundation’s Oversight Project.

    The feud began on July 9 after SiegedSec said it obtained usernames, passwords, logs and “other juicy info” belonging to the Heritage Foundation, and then leaked that private data online in response to the org producing and promoting Project 2025.

    Project 2025 is a lengthy and fairly detailed blueprint that outlines how a future conservative president – such as, say, Donald Trump should he win the election again – could overhaul the federal government and public policy to enact a far-Right agenda and give huge powers to the executive branch.

    And ultimately, it seeks to expand the executive branch’s power, ensure that federal agencies and their leaders and rank-and-file fall heavily in line with the president’s agenda and “push back against woke policies in corporate America” [PDF].

    SiegedSec, whose previous targets have included America’s biggest nuclear power lab’s computer systems and NATO (on multiple occasions), said it took issue with Project 2025’s “authoritarian Christian nationalist plan to reform the United States government.”

    From there the messages said to have been sent from Howell become increasingly dark, lecturing the crew on beastiality and how it’s a “weird sin,” calling them perverts," and then telling vio “you won’t be able to wear a furry tiger costume when you’re getting pounded in the ass in the federal prison I put you in next year.”


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