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Apple has quietly removed its day-old "The Parent Presentation" video from YouTube. From a report: The Parent Presentation is a customizable slideshow that explains why a Mac is a useful tool in college. [...] Students can customize the presentation slides, and then show it to their parents to convince them to buy them a Mac. In an accompanying YouTube video shared by Apple, comedian Martin Herlihy showed a group of high school students how to effectively use The Parent Presentation. Some users described the ad as "cringe" and "gross."

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Adrian Vovk, a GNOME contributor and member of its release team, recently announced in a blog post that GNOME would be adding new dependencies on systemd, and soon. The idea is to shed GNOME's homegrown service manager in favor of using systemd, and to improve GNOME's ability to run concurrent user sessions. However, the move is also going to throw a spanner in the works for the BSDs and Linux distributions without systemd when the changes take effect in the GNOME 49 release that is set for September.

The Collabora blog has a summary, written by Nicolas Dufresne, about the Linux Media Summit held on May 13 in Nice, France. It was co-located with the Embedded Recipes conference and had sessions on stateless video encoders, camera support, staging drivers, memory accounting, and a multi-committer model for the media subsystem. "Our largest Media Summit to date brought together around 20 engaged participants. Engagement was strong, marked by thoughtful questions and lively discussions."

The U.S. House chief administrative officer has banned WhatsApp from congressional staffers' government devices citing data vulnerability concerns. The cybersecurity office deemed the messaging app "high-risk" due to lack of transparency in data protection, absence of stored data encryption, and potential security risks, according to an email obtained by Axios. Staff cannot download or keep WhatsApp on any House device, including mobile, desktop, or web browser versions.

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Security updates have been issued by AlmaLinux (libblockdev and open-vm-tools), Debian (debian-security-support, gdk-pixbuf, konsole, and node-send), Fedora (apache-commons-beanutils, chromium, clamav, dotnet9.0, libblockdev, mediawiki, mingw-python-setuptools, pam, perl-File-Find-Rule, python-pycares, python-setuptools, spdlog, udisks2, and xorg-x11-server-Xwayland), Mageia (chromium-browser-stable), Oracle (apache-commons-beanutils, container-tools:ol8, gimp:2.8, idm:DL1, perl-FCGI:0.78, and postgresql), Red Hat (container-tools:rhel8, delve, git-lfs, go-toolset:rhel8, grafana, kernel, mod_auth_openidc, and spice-client-win), SUSE (apache-commons-beanutils, apache2-mod_security2, distribution, gstreamer-plugins-good, icu, ignition, perl, python310, python311, python312, and python39), and Ubuntu (apache-log4j1.2 and botan).

Bruce66423 writes (slightly edited to add more context): A former potash mine at Wittelsheim in Alsace now entombs about 42,000 tonnes of toxic industrial waste, and scientists warn that, over time, contaminants could seep upward into the Alsace aquifer, which in turn feeds the transboundary Upper Rhine groundwater system supplying drinking water to millions in France, Germany and Switzerland. Campaigners argue that leaving the waste underground instead of removing it creates a long-term 'time-bomb' for people and wildlife.

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Perched in Chile's Andes mountains, "A revolutionary new space telescope has just taken its first pictures of the cosmos," reports National Geographic — "and they're spectacular." Formerly known as the Large Synoptic Survey Telescope, it's expected to bring "unprecedented detail" to space photography: The observatory has a few key components: A giant telescope, called the Simonyi Survey Telescope, is connected to the world's largest and highest resolution digital camera. Rubin's 27-foot primary mirror, paired with a mind-boggling 3,200-megapixel camera, will repeatedly take 30-second exposure images of vast swaths of the sky with unrivaled speed and detail. Each image will cover an area of sky as big as 40 full moons. Every three nights for the next 10 years, Rubin will produce a new, ultra-high-definition map of the entire visible southern sky. With this much coverage, scientists hope to create an updated and detailed "movie" they can use to view how the cosmos changes over time.... For the next decade, Rubin will capture millions of astronomical objects each day — or more than 100 every second. Ultimately, it's expected to discover about 17 billion stars and 20 billion galaxies that we've never seen before... When the observatory begins science operations in earnest later in 2025, its instruments will yield a deluge of astronomical data that will be too overwhelming to process manually. (Each night, the observatory will generate around 20 terabytes of data.) Astronomers expect high-quality observations taken with the telescope will help map out the structure of the universe, find comets and potentially hazardous asteroids in our solar system, and detect exploding stars and black holes in distant galaxies. The observatory will also examine the optical counterparts of gravitational wave events — ripples in the fabric of space caused by some of the most energetic processes in the cosmos. By studying these events, astronomers hope to uncover the secrets of the invisible forces that shape the universe like dark matter and dark energy. "Already, in just over 10 hours of test observations, the observatory has discovered 2,104 never-before-seen-asteroids," reports NPR, "including seven near-Earth asteroids, none of which pose any danger..." The basic idea is that the data "should let astronomers catch transient phenomena that they otherwise wouldn't know to look for, such as exploding stars, asteroids, interstellar objects whizzing in from other solar systems, and maybe even the movement of a giant planet that some believe is lurking out in our own solar system, beyond Pluto." The telescope is a joint project between the U.S. Energy Department and its National Science Foundation — and it will stream a special live broadcast of its first images today at 11 a.m. EDT (1500 GMT) on their official YouTube channel (also simulacast at Space.com).

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The classic VW bus got an all-electric update — but that was just the beginning. Now there's an autonomous driving version (that's intended for commercial fleets, reports Jalopnik, "a level 4 vehicle that drives set routes" that's "going into full production" as the ID Buzz AD. (The AD stands for "autonomous driving") The AD version sports a longer wheelbase and a higher roofline than its mere human-driven sibling, which helps it to fit in the 13 cameras, nine LiDARs, and five radars that will (hopefully) allow the car to drive without crashing into anybody. These are intended for large-fleet customers providing taxi services, either ones run by local governments or private companies. [Volkswagen Group software subsidiary MOIA] has already lined up its first customer, the German city of Hamburg, which will provide the automated Buzz as a public transit option alongside traditional bus and subway services. If all goes well, after Hamburg MOIA "will bring sustainable, autonomous mobility to large-scale deployment in Europe and the U.S.," according to VW Group CEO Oliver Blume. Down the road, VW has also signed an agreement for rideshare juggernaut Uber to use the ID Buzz AD across America, starting with Los Angeles in 2026. The ID Buzz AD is the first vehicle in Germany to reach SAE International's threshold for Level 4 autonomous driving, meaning that the car can drive itself, with no need for a driver behind the wheel, within designated areas. It comes with "a full suite of tools for public and private transit providers," notes the EV news site Electrek. "That includes everything from the self-driving tech to fleet management software, passenger support, and operator training. That will allow cities and companies to launch driverless fleets quickly, safely, and at scale." And Christian Senger, a member of the board of management of VW Commercial Vehicles, tells DW the vans will be manufactured in very large numbers. The Hannover VW factory is set to produce more than 10,000 commercial vehicles. "We believe we can be the leading supplier in Europe," Senger says.... [Senger] does not expect the top dog of Germany's beleaguered auto industry to make any money, at least at first. In the long term, though, he explains that autonomous driving is the lucrative field of the future, one that promises to be much more profitable than the traditional automotive industry... The exact price has not yet been announced but the ID. Buzz AD is unlikely to come cheap. According to Senger, buyers will have to pay a low six-figure sum (in euros) per vehicle. That means it's going to be expensive for transport companies. The Association of German Transport Companies or VDV, is calling for a nationally coordinated strategy of long-term financing, and a market launch supported by public funding, to establish the country's supremacy in this market.

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The Python Software Foundation ("made up of, governed, and led by the community") does more than just host Python and its documnation, the Python Package Repository, and the development workflows of core CPython developers. This week the PSF released its 28-page Annual Impact Report this week, noting that 2024 was their first year with three CPython developers-in-residence — and "Between Lukasz, Petr, and Serhiy, over 750 pull requests were authored, and another 1,500 pull requests by other authors were reviewed and merged." Lukasz Langa co-implemented the new colorful shell included in Python 3.13, along with Pablo Galindo Salgado, Emily Morehouse-Valcarcel, and Lysandros Nikolaou.... Code-wise, some of the most interesting contributions by Petr Viktorin were around the ctypes module that allows interaction between Python and C.... These are just a few of Serhiy Storchaka's many contributions in 2024: improving error messages for strings, bytes, and bytearrays; reworking support for var-arguments in the C argument handling generator called "Argument Clinic"; fixing memory leaks in regular expressions; raising the limits for Python integers on 64-bit platforms; adding support for arbitrary code page encodings on Windows; improving complex and fraction number support... Thanks to the investment of [the OpenSSF's security project] Alpha-Omega in 2024, our Security Developer-in-Residence, Seth Larson, continued his work improving the security posture of CPython and the ecosystem of Python packages. Python continues to be an open source security leader, evident by the Linux kernel becoming a CVE Numbering Authority using our guide as well as our publication of a new implementers guide for Trusted Publishers used by Ruby, Crates.io, and Nuget. Python was also recommended as a memory-safe programming language in early 2024 by the White House and CISA following our response to the Office of the National Cyber Directory Request for Information on open source security in 2023... Due to the increasing demand for SBOMs, Seth has taken the initiative to generate SBOM documents for the CPython runtime and all its dependencies, which are now available on python.org/downloads. Seth has also started work on standardizing SBOM documents for Python packages with PEP 770, aiming to solve the "Phantom Dependency" problem and accurately represent non-Python software included in Python packages. With the continued investment in 2024 by Amazon Web Services Open Source and Georgetown CSET for this critical role, our PyPI Safety & Security Engineer, Mike Fiedler, completed his first full calendar year at the PSF... In March 2024, Mike added a "Report project as malware" button on the website, creating more structure to inbound reports and decreasing remediation time. This new button has been used over 2,000 times! The large spike in June led to prohibiting Outlook email domains, and the spike in November was driven by a persistent attack. Mike developed the ability to place projects in quarantine pending further investigation. Thanks to a grant from Alpha-Omega, Mike will continue his work for a second year. We plan to do more work on minimizing time-on-PyPI for malware in 2025... In 2024, PyPI saw an 84% growth in download counts and 48% growth in bandwidth, serving 526,072,569,160 downloads for the 610,131 projects hosted there, requiring 1.11 Exabytes of data transfer, or 281.6 Gbps of bandwidth 24x7x365. In 2024, 97k new projects, 1.2 million new releases, and 3.1 million new files were uploaded to the index.

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U.S. consumers "rank problems with public electric vehicle charging and the time it takes to recharge as their top two reasons for rejecting electric vehicles," writes the New York Times, citing figures from data analytics firm J.D. Power. But are things getting better? Automakers and charging companies are building new stations and updating their cars to allow drivers to more easily and quickly recharge their vehicles. They're also outfitting charging stations with items such as food and bathrooms, and making the devices more reliable. Because chargers are only as fast as the cars they connect with, automakers are designing new cars to absorb electricity at higher speeds. In addition, many automakers have cut deals with Tesla to allow owners of other cars to use the company's fast-charging network, the largest in the country and widely considered the most reliable. Early evidence suggests efforts to improve electric vehicle charging are paying off. In recent years, J.D. Power surveys showed about 20% of attempts to charge electric vehicles at all public stations ended in failure because of faulty chargers, long lines or payment glitches. But in the first three months of 2025, overall failure rates fell to 16%, the biggest improvement since the surveys began in 2021. "The industry is finally elevating as a whole," said Brent Gruber, an executive director at J.D. Power. The number of chargers has also increased. There were about 55,200 fast chargers in the United States in May, up from 42,200 a year earlier, according to federal data. In February, a former Phillips 66 gas station in Apex, N.C., near Raleigh, became the first "Rechargery" from Ionna, a company created by eight automakers, including General Motors, Hyundai Motors, BMW and Mercedes-Benz. Their chargers can deliver up to 400 kilowatts of juice, much more than Tesla's 250-kilowatt Superchargers. Some cars can replenish a battery in 30 minutes or less at the higher charging speeds. When connected to chargers of 350 kilowatts or more, including those at Ionna and Electrify America, another fast-charging network, a Hyundai Ioniq 5 can fill its electric "tank" from 10% to 80% in 18 minutes... Some models from BMW, Hyundai and Kia have also enabled a national "Plug and Charge" standard that lets car owners begin charging their vehicles at Ionna stalls without first having to use a smartphone app or swipe a credit card, eliminating a step that sometimes results in errors. Tesla's chargers have long worked this way for Tesla cars and now work with some other vehicles, including Rivian's SUVs and pickups. More cars and charging stations are expected to have plug-and-charge capability in the coming months... Nearly every major automaker is redesigning their cars with plug outlets and software that are compatible with Tesla chargers. Infrastructure upgrades are happening elsewhere too, according to the article.Texas-based gas chain Buc-ee's is offering "premium" charging using renewable power (working with Mercedes), while Waffle House plans to install BP Pulse fast chargers next year. J.D. Power's Gruber says that while America's federal charger program only helped construct a tiny fraction of new chargers, it did also published guidelines which helped automakers and charging companies work together and address technical problems.

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The developer-focused analyst firm RedMonk releases twice-a-year rankings of programming language popularity. This week they also released a handy graph showing the movement of top 20 languages since 2012. Their current rankings for programming language popularity... 1. JavaScript 2. Python 3. Java 4. PHP 5. C# 6. TypeScript 7. CSS 8. C++ 9. Ruby 10. C The chart shows that over the years the rankings really haven't changed much (other than a surge for TypeScript and Python, plus a drop for Ruby). JavaScript has consistently been #1 (except in two early rankings, where it came in behind Java). And in 2020 Java finally slipped from #2 down to #3, falling behind... Python. Python had already overtaken PHP for the #3 spot in 2017, pushing PHP to a steady #4. C# has maintained the #5 spot since 2014 (though with close competition from both C++ and CSS). And since 2021 the next four spots have been held by Ruby, C, Swift, and R. The only change in the current top 20 since the last ranking "is Dart dropping from a tie with Rust at 19 into sole possession of 20," writes RedMonk co-founder Stephen O'Grady. "In the decade and a half that we have been ranking these languages, this is by far the least movement within the top 20 that we have seen. While this is to some degree attributable to a general stasis that has settled over the rankings in recent years, the extraordinary lack of movement is likely also in part a manifestation of Stack Overflow's decline in query volume..." The arrival of AI has had a significant and accelerating impact on Stack Overflow, which comprises one half of the data used to both plot and rank languages twice a year... Stack Overflow's value from an observational standpoint is not what it once was, and that has a tangible impact, as we'll see.... As that long time developer site sees fewer questions, it becomes less impactful in terms of driving volatility on its half of the rankings axis, and potentially less suggestive of trends moving forward... [W]e're not yet at a point where Stack Overflow's role in our rankings has been deprecated, but the conversations at least are happening behind the scenes. "The veracity of the Stack Overflow data is increasingly questionable," writes RedMonk's research director: When we use Stack Overflow for programming language rankings we measure how many questions are asked using specific programming language tags... While other pieces, like Matt Asay's AI didn't kill Stack Overflow are right to point out that the decline existed before the advent of AI coding assistants, it is clear that the usage dramatically decreased post 2023 when ChatGPT became widely available. The number of questions asked are now about 10% what they were at Stack Overflow's peak. "RedMonk is continuing to evaluate the quality of this analysis," the research director concludes, arguing "there is value in long-lived data, and seeing trends move over a decade is interesting and worthwhile. On the other hand, at this point half of the data feeding the programming language rankings is increasingly stale and of questionable value on a going-forward basis, and there is as of now no replacement public data set available. "We'll continue to watch and advise you all on what we see with Stack Overflow's data."

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OpenAI appears to have pulled a much-discussed video promoting the friendship between CEO Sam Altman and legendary Apple designer Jony Ive (plus, incidentally, OpenAI's $6.5 billion deal to acquire Ive and Altman's device startup io) from its website and YouTube page. [Though you can still see the original on Archive.org.] Does that suggest something is amiss with the acquisition, or with plans for Ive to lead design work at OpenAI? Not exactly, according to Bloomberg's Mark Gurman, who reports [on X.com] that the "deal is on track and has NOT dissolved or anything of the sort." Instead, he said a judge has issued a restraining order over the io name, forcing the company to pull all materials that used it. Gurman elaborates on the disappearance of the video (and other related marketing materials) in a new article at Bloomberg: Bloomberg reported last week that a judge was considering barring OpenAI from using the IO name due to a lawsuit recently filed by the similarly named IYO Inc., which is also building AI devices. "This is an utterly baseless complaint and we'll fight it vigorously," a spokesperson for Ive said on Sunday. The video is still viewable on X.com, notes TechCrunch. But visiting the "Sam and Jony" page on OpenAI now pulls up a 404 error message — written in the form of a haiku: Ghost of code lingers Blank space now invites wonder Thoughts begin to soar by o4-mini-high

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"The worlds of Linux and Windows finally came together in real life..." writes The Verge: Microsoft co-founder Bill Gates and Linus Torvalds, the creator of the Linux kernel, have surprisingly never met before. That all changed at a recent dinner hosted by Sysinternals creator Mark Russinovich... "No major kernel decisions were made," jokes Russinovich in a post on LinkedIn. More from the Linux news blog Linuxiac: The man on the left is Mark Russinovich, a software engineer, author, and co-founder of Sysinternals, now CTO of Azure, Microsoft's cloud computing platform. He has become synonymous with deep Windows diagnostics and cloud-scale management. In the late 1990s, his suite of tools (Process Explorer, Autoruns, Procmon) revolutionized the way administrators and security professionals understood Windows internals. The man on the far right is another living legend: Dave Cutler. Let me put it this way — he's one of the key people behind OpenVMS and the brilliant lead architect who designed Windows NT's kernel and hardware-abstraction layer — technologies that remain at the heart of every current Windows release, from server farms to laptops. So, it's no surprise that people often call him the "father of Windows NT."

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Linus has released 6.16-rc3 for testing. "So rc2 was smaller than usual, but rc3 seems to be right in the usual ballpark for this time, so everything looks entirely normal."

With no one behind the steering wheel, a Tesla robotaxi passes Guero's Taco Bar in Austin Texas, making a right turn onto Congress Avenue. Today is the day Austin became the first city in the world to see Tesla's self-driving robotaxi service, reports The Guardian: Some analysts believe that the robotaxis will only be available to employees and invitees initially. For the CEO, Tesla's rollout is slow. "We could start with 1,000 or 10,000 [robotaxis] on day one, but I don't think that would be prudent," he told CNBC in May. "So, we will start with probably 10 for a week, then increase it to 20, 30, 40." The billionaire has said the driverless cars will be monitored remotely... [Posting on X.com] Musk said the date was "tentatively" 22 June but that this launch date would be "not real self-driving", which would have to wait nearly another week... Musk said he planned to have one thousand Tesla robotaxis on Austin roads "within a few months" and then he would expand to other cities in Texas and California. Musk posted on X that riders on launch day would be charged a flat fee of $4.20, according to Reuters. And "In recent days, Tesla has sent invites to a select group of Tesla online influencers for a small and carefully monitored robotaxi trial..." As the date of the planned robotaxi launch approached, Texas lawmakers moved to enact rules on autonomous vehicles in the state. Texas Governor Greg Abbott, a Republican, on Friday signed legislation requiring a state permit to operate self-driving vehicles. The law does not take effect until September 1, but the governor's approval of it on Friday signals state officials from both parties want the driverless-vehicle industry to proceed cautiously... The law softens the state's previous anti-regulation stance on autonomous vehicles. A 2017 Texas law specifically prohibited cities from regulating self-driving cars... The law requires autonomous-vehicle operators to get approval from the Texas Department of Motor Vehicles before operating on public streets without a human driver. It also gives state authorities the power to revoke permits if they deem a driverless vehicle "endangers the public," and requires firms to provide information on how police and first responders can deal with their driverless vehicles in emergency situations. The law's requirements for getting a state permit to operate an "automated motor vehicle" are not particularly onerous but require a firm to attest it can safely operate within the law... Compliance remains far easier than in some states, most notably California, which requires extensive submission of vehicle-testing data under state oversight. Tesla "planned to operate only in areas it considered the safest," according to the article, and "plans to avoid bad weather, difficult intersections, and will not carry anyone below the age of 18." More details from UPI: To get started using the robotaxis, users must download the Robotaxi app and use their Tesla account to log in, where it then functions like most ridesharing apps... "Riders may not always be delivered to their intended destinations or may experience inconveniences, interruptions, or discomfort related to the Robotaxi," the company wrote in a disclaimer in its terms of service. "Tesla may modify or cancel rides in its discretion, including for example due to weather conditions." The terms of service include a clause that Tesla will not be liable for "any indirect, consequential, incidental, special, exemplary, or punitive damages, including lost profits or revenues, lost data, lost time, the costs of procuring substitute transportation services, or other intangible losses" from the use of the robotaxis. Their article includes a link to the robotaxi's complete Terms of Service: To the fullest extent permitted by law, the Robotaxi, Robotaxi app, and any ride are provided "as is" and "as available" without warranties of any kind, either express or implied... The Robotaxi is not intended to provide transportation services in connection with emergencies, for example emergency transportation to a hospital... Tesla's total liability for any claim arising from or relating to Robotaxi or the Robotaxi app is limited to the greater of the amount paid by you to Tesla for the Robotaxi ride giving rise to the claim, and $100... Tesla may modify these Terms in our discretion, effective upon posting an updated version on Tesla's website. By using a Robotaxi or the Robotaxi app after Tesla posts such modifications, you agree to be bound by the revised Terms.

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How AI will reshape the future of work? The Washington Post looks at India's $280 billion call-center and "business process outsourcing" industry, which employs over 3 million people. 2023 saw the arrival of a real-time "accent-altering software" — now used by at least 42,000 call center agents: Those who use the software are engaging in "digital whitewashing," critics say, which helps explain why the industry prefers the term "accent translation" over "accent neutralization." But companies say it's delivering results: happier customers, satisfied agents, faster calls. Many are not convinced. Whatever short-term gains automation may offer to workers, they say, it will ultimately eliminate far more jobs than it creates. They point to the quality assurance process: When callers hear, "this call may be monitored," that now usually refers to an AI system, not a human [which now can review all calls for compliance and tone]... "AI is going to crush entry-level white-collar hiring over the next 24 to 36 months," said Mark Serdar, who has spent his career helping Fortune 500 companies expand their global workforce. "And it's happening faster than most people realize...." Already, chatbots, or "virtual agents," are handling basic tasks like password resets or balance updates. AI systems are writing code, translating emails, onboarding patients, and analyzing applications for credit cards, mortgages and insurance. The human jobs are changing, too. AI "co-pilots" are providing call center agents with instant answers and suggested scripts. At some companies, bots have started handling the calls. There is no shortage of ominous predictions about the implications for India's labor force. Within a year, there will only be a "minimal" need for call centers, K Krithivasan, CEO of Indian IT company Tata Consultancy Services, recently told the Financial Times. The Brookings Institution found 86 percent of customer service tasks have "high automation potential." More than a quarter of jobs in India have "high exposure" to AI, the International Monetary Fund has warned. "There is a rapid wave coming," said Pratyush Kumar, co-founder of Sarvam, a leading Indian AI firm, which recently helped a major insurance provider make 40 million automated phone calls informing enrollees that their insurance program was expiring. He said corporate clients are all asking him to help reduce headcount... While AI may be phasing out certain jobs, its defenders say it is also creating different kinds of opportunities. Teleperformance, along with hundreds of other companies, has hired thousands of data annotators in India — many of them women in small towns and rural areas — to label training images and videos for AI systems. Prompt engineers, data scientists, AI trainers and speech scientists are all newly in demand... At some firms, those who previously worked in quality assurance have transitioned to performance coaching, said [Sharath Narayana, co-founder of AI speech tools company Sanas], whose previous firm, Observe.ai, also built QA software. Still, he admits, 10 to 20 percent of workers he observed "could not upskill at all" and were probably let go. Even the most hopeful admit that workers who can't adapt will fall behind. "It's like the industrial revolution," said Prithvijit Roy, Accenture's former lead for its Global AI Hub. "Some will suffer." The article also notes that while Indian universities produce over a million engineering graduates each year, "placement rates are falling at leading IT firms; salaries have stagnated."

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The goal isn't to stop generative music, but to make it traceable, reports the Verge — "to identify it early, tag it with metadata, and govern how it moves through the system...." "Detection systems are being embedded across the entire music pipeline: in the tools used to train models, the platforms where songs are uploaded, the databases that license rights, and the algorithms that shape discovery." Platforms like YouTube and [French music streaming service] Deezer have developed internal systems to flag synthetic audio as it's uploaded and shape how it surfaces in search and recommendations. Other music companies — including Audible Magic, Pex, Rightsify, and SoundCloud — are expanding detection, moderation, and attribution features across everything from training datasets to distribution... Vermillio and Musical AI are developing systems to scan finished tracks for synthetic elements and automatically tag them in the metadata. Vermillio's TraceID framework goes deeper by breaking songs into stems — like vocal tone, melodic phrasing, and lyrical patterns — and flagging the specific AI-generated segments, allowing rights holders to detect mimicry at the stem level, even if a new track only borrows parts of an original. The company says its focus isn't takedowns, but proactive licensing and authenticated release... A rights holder or platform can run a finished track through [Vermillo's] TraceID to see if it contains protected elements — and if it does, have the system flag it for licensing before release. Some companies are going even further upstream to the training data itself. By analyzing what goes into a model, their aim is to estimate how much a generated track borrows from specific artists or songs. That kind of attribution could enable more precise licensing, with royalties based on creative influence instead of post-release disputes... Deezer has developed internal tools to flag fully AI-generated tracks at upload and reduce their visibility in both algorithmic and editorial recommendations, especially when the content appears spammy. Chief Innovation Officer Aurélien Hérault says that, as of April, those tools were detecting roughly 20 percent of new uploads each day as fully AI-generated — more than double what they saw in January. Tracks identified by the system remain accessible on the platform but are not promoted... Spawning AI's DNTP (Do Not Train Protocol) is pushing detection even earlier — at the dataset level. The opt-out protocol lets artists and rights holders label their work as off-limits for model training. Thanks to long-time Slashdot reader SonicSpike for sharing the article.

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"When Apollo astronauts stumbled across shimmering orange beads on the moon, they had no idea they were gazing at ancient relics of violent volcanic activity," writes ScienceDaily. These glass spheres, tiny yet mesmerizing, formed billions of years ago during fiery eruptions that launched molten droplets skyward, instantly freezing in space. Now, using advanced instruments that didn't exist in the 1970s, scientists have examined the beads in unprecedented detail. The result is a remarkable window into the moon's dynamic geological history, revealing how eruption styles evolved and how lunar conditions once mirrored explosive events we see on Earth today... Analyses of orange and black lunar beads have shown that the style of volcanic eruptions changed over time. "It's like reading the journal of an ancient lunar volcanologist," said Ryan Ogliore [an associate professor of physics at Missouri's Washington University, which has a large repository of lunar samples that were returned to Earth]. "The beads are tiny, pristine capsules of the lunar interior..." says Ogliore. "We've had these samples for 50 years, but we now have the technology to fully understand them..." "The very existence of these beads tells us the moon had explosive eruptions, something like the fire fountains you can see in Hawaii today." Thanks to Slashdot reader alternative_right for sharing the news.

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As recently as 2021, GM "all but eliminated" hybrids from its future product plans, reports the New York Times. "But then a funny thing happened." Car shoppers balked at the high prices of fully electric models and the challenges of charging them. In the last few years, sales of electric vehicles have grown at a much slower rate than automakers once expected. And hybrids have stepped in to fill the gap, accounting for a large and growing share of new car sales... In the first three months of this year, hybrids — including cars that can and cannot be plugged in — made up about 14 percent of all light vehicles sold in the United States, according to the Department of Energy. That was around twice the market share of fully electric vehicles in that period... Several automakers are slowing the introduction of new electric vehicles, and have accelerated development of new hybrids. Robb Report looks at the current status of hybrids — and a possible future: "The charging infrastructure in most countries is not yet mature enough to support convenient mass adoption of battery-electric vehicles, and in some territories never will be," says Jonathan Hall, head of research and advanced engineering at U.K.-based consulting group Mahle Powertrain.... Porsche, active in this space since 2010, just hybridized its iconic 911 for this model year. Lamborghini also joined the trend with the debut of its 1,000 hp Revuelto hybrid in 2023. "The company doesn't plan to give up the internal-combustion engine anytime soon," says CTO Rouven Mohr. "We are also considering synthetic fuels to keep ICE vehicles running after 2030." Hall concurs: "With the emergence of bio-based and even fully synthetic fuels, the link between the ICE and climate change can be broken." Combined with the development of better batteries, this progressive hybrid model could offer the best of both worlds for years to come.

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alternative_right writes: We certainly weren't looking for it. What we have confirmed is that metals have their own intrinsic, natural ability to heal themselves, at least in the case of fatigue damage at the nanoscale.' While the observation is unprecedented, it's not wholly unexpected. In 2013, Texas A&M University materials scientist Michael Demkowicz worked on a study predicting that this kind of nanocrack healing could happen, driven by the tiny crystalline grains inside metals essentially shifting their boundaries in response to stress... That the automatic mending process happened at room temperature is another promising aspect of the research. Metal usually requires lots of heat to shift its form, but the experiment was carried out in a vacuum; it remains to be seen whether the same process will happen in conventional metals in a typical environment. A possible explanation involves a process known as cold welding, which occurs under ambient temperatures whenever metal surfaces come close enough together for their respective atoms to tangle together. Typically, thin layers of air or contaminants interfere with the process; in environments like the vacuum of space, pure metals can be forced close enough together to literally stick.

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