BrianFagioli shares a report from NERDS.xyz: Cloud storage company Backblaze has partnered with StorageReview to make a massive dataset containing 314 trillion digits of Pi publicly accessible. The digits were calculated by StorageReview in December 2025 after months of heavy computation designed to stress modern hardware. The dataset now hosted in the cloud weighs in at over 130TB, while the full working dataset used during the calculation reached about 2.1PB when intermediate checkpoints were included. The report notes that the Pi digits have been broken into roughly 200GB chunks to make it more practical for researchers or enthusiasts to download.

Here's what StorageReview founder Brian Beeler said about the project: "Pushing [Pi] to 314 trillion digits was far more than a headline number. It was a sustained, months-long computational challenge that stressed every layer of modern infrastructure, from high core-count CPUs to massive high-speed storage, and it gave us valuable insight into how extreme, real-world workloads behave at scale. Making this dataset available in the Backblaze cloud takes the project a step further by opening access to one of the largest raw outputs ever generated in a single-system calculation. Hosting multi-petabyte files for the broader community is no small feat, and we appreciate Backblaze stepping up to ensure researchers, developers, and enthusiasts can explore and build on this record-setting achievement."

Lockheed Martin's F-35 combat aircraft is a supersonic stealth "strike fighter." But this week the military news site TWZ reports that the fighter's "computer brain," including "its cloud-based components, could be cracked to accept third-party software updates, just like 'jailbreaking' a cellphone, according to the Dutch State Secretary for Defense."

TWZ notes that the Dutch defense secretary made the remarks during an episode of BNR Nieuwsradio's "Boekestijn en de Wijk" podcast, according to a machine translation: Gijs Tuinman, who has been State Secretary for Defense in the Netherlands since 2024, does not appear to have offered any further details about what the jailbreaking process might entail. What, if any, cyber vulnerabilities this might indicate is also unclear. It is possible that he may have been speaking more notionally or figuratively about action that could be taken in the future, if necessary...

The ALIS/ODIN network is designed to handle much more than just software updates and logistical data. It is also the port used to upload mission data packages containing highly sensitive planning information, including details about enemy air defenses and other intelligence, onto F-35s before missions and to download intelligence and other data after a sortie. To date, Israel is the only country known to have successfully negotiated a deal giving it the right to install domestically-developed software onto its F-35Is, as well as otherwise operate its jets outside of the ALIS/ODIN network.
The comments "underscore larger issues surrounding the F-35 program, especially for foreign operators," the article points out. But at the same time F-35's have a sophisticated mission-planning data package. "So while jailbreaking F-35's onboard computers, as well as other aspects of the ALIS/ODIN network, may technically be feasible, there are immediate questions about the ability to independently recreate the critical mission planning and other support it provides. This is also just one aspect of what is necessary to keep the jets flying, let alone operationally relevant."

"TWZ previously explored many of these same issues in detail last year, amid a flurry of reports about the possibility that F-35s have some type of discreet 'kill switch' built in that U.S. authorities could use to remotely disable the jets. Rumors of this capability are not new and remain completely unsubstantiated." At that time, we stressed that a 'kill switch' would not even be necessary to hobble F-35s in foreign service. At present, the jets are heavily dependent on U.S.-centric maintenance and logistics chains that are subject to American export controls and agreements with manufacturer Lockheed Martin. Just reliably sourcing spare parts has been a huge challenge for the U.S. military itself... F-35s would be quickly grounded without this sustainment support. [A cutoff in spare parts and support"would leave jailbroken jets quickly bricked on the ground," the article notes later.] Altogether, any kind of jailbreaking of the F-35's systems would come with a serious risk of legal action by Lockheed Martin and additional friction with the U.S. government.
Thanks to long-time Slashdot reader Koreantoast for sharing the article.

Linux's share of the desktop market has climbed to as much as 11% by one count, but that figure includes Chromebooks, and the traditional Linux desktop remains hamstrung by the same fragmentation that killed Unix decades ago. Steven J. Vaughan-Nichols, writing in The Register, argues that the proliferation of Linux desktops -- more than a dozen significant interfaces exist today, and DistroWatch lists "upwards of a hundred" -- makes it nearly impossible for ordinary users to know where to start.

Linus Torvalds has long agreed with this hypothesis. "We have way too many desktops," Vaughan-Nichols notes, summarizing Torvalds' position. The deeper issue lies in software delivery: traditional package managers like DEB and RPM "simply don't scale for the desktop," forcing distro builders to constantly rebuild programs for their specific environments. Containerized solutions like Flatpaks, Snaps and AppImages should solve this by bundling dependencies into universal packages, but the Linux community remains divided over which to adopt.

Linux Mint, for instance, refuses Snap because "Canonical has too much control over the Snap store." Hardware support further complicates this challenges, the veteran journalist writes. While Dell sells Ubuntu machines and specialist vendors like System76 and TUXEDO Computers cater to enthusiasts, "none of them make it easy" for mainstream buyers, and no major OEM strongly backs Linux. Torvalds has pointed to Chromebooks and Android as the model: Linux won on smartphones because "there's a single, unified platform with a unified way to install programs."

schwit1 writes: China has enacted a new law regulating social media influencers, requiring them to hold verified professional qualifications before posting content on sensitive topics such as medicine, law, education, and finance, IOL reported. The new law went into effect on Saturday.

The regulation was introduced by the Cyberspace Administration of China (CAC) as part of its broader effort to curb misinformation online. Under the new rules, influencers must prove their expertise through recognized degrees, certifications, or licenses before discussing regulated subjects. Major platforms such as Douyin (China's TikTok), Bilibili, and Weibo are now responsible for verifying influencer credentials and ensuring that content includes clear citations, disclaimers, and transparency about sources.

Audiences expect influencers to be both creative and credible. Yet when they blur the line between opinion and expertise, the impact can be severe. A single misleading financial tip could wipe out someone's savings. A viral health trend could cause real harm. That's why many believe it's time for creators to acknowledge the weight of their influence. However, China's new law raises deeper questions: Who defines "expertise"? What happens to independent creators who challenge official narratives but lack formal credentials? And how far can regulation go before it suppresses free thought?

"Earlier available only to the paying subscribers, the Comet browser now offers its core features to all users at no cost," writes the Times of India. "This includes AI-powered search, contextual recommendations, and integrated tools designed to streamline research and content discovery." They say the move reflects the Chromium-based browser's goal to "compete with incumbents like Google Chrome and Microsoft Edge" — but also reflects Perplexity's "broader mission to democratize AI tools."
More details from The Verge: The internet is better on Comet," the company says, promising to remain free forever as it styles the browser as a serious challenger to Google's Chrome...

It's supposed to make surfing the web simpler and help you with tasks like shopping, booking trips, and general life admin. To borrow the company's words again: you "get more done." The AI-powered browser launched in July, though was only available for users who subscribed to the $200 per month Perplexity Max plan... No subscription at all will be needed to use Comet going forward, the company says.
Perplexity has even struck deals with major sites including the Washington Post, and the Los Angeles Times to offer free access to their sites for one month through the Comet browser. And last week Perplexity also launched an agressive paid referral program, where active Perplexity Pro/Max subscribers get a payout of up to $15 for each friend who downloads and uses Comet through their affiliate link. (The payout size is based on the friend's country, with $15 being the payout amount for a U.S. user, with $10 payouts for users in 19 other countries include Canada, Australia, the U.K., several EU countries, Japan, and South Korea.

In addition, Srinivas has been sharing positive tweets about Comet. (Like "This is unbelievable. Comet automatically hunts down Sora 2 invite codes across the web and signs you up!") But Perplexity is making even bigger claims for its browser: Perplexity AI CEO Aravind Srinivas said that the Comet AI browser can improve productivity so that companies won't need to hire more people. "Instead of hiring one more person on your team, you could just use Comet to supplement all the work that you're doing," Srinivas told CNBC's "Squawk Box"... The CEO said the artificial intelligence-powered web browser is a "true personal assistant" that allows users to complete more tasks in the same amount of time and said that the productivity gained could be worth $10,000 per year for a single person...

Other tech companies have also been rolling out their own AI browser assistants. In January, OpenAI introduced its web agent, Operator, and Google released Gemini AI to its Chrome browser in September.
Meanwhile, The Verge adds, The Browser Company (makers of the Arc browser) "is going all in on Dia, and Opera just launched its own AI browser, Neon."

Of course, popularity brings problems, writes the Times of India: iPhone users are being warned by Perplexity CEO Aravind Srinivas against downloading a fake 'Comet' app on the App Store. He clarified that the official iOS version is not yet released and the current listing is unauthorized spam..
And earlier this month the browser security platform LayerX described a "CometJacking" attack where malicious prompts could be hidden in URLs (as a parameter). Comet is instructed "to look for data in memory and connected services (e.g., Gmail, Calendar), encode the results (e.g., base64), and POST them to an attacker-controlled endpoint... all while appearing to the user as a harmless 'ask the assistant' flow." (And with some trivial encoding it also seems to evade exfiltration checks.)

The Hacker News reported that Perplexity has classified the findings as "no security impact."

An anonymous reader quotes a report from Ars Technica: As Jonathan Roll neared completion of a master's degree in science and technology policy at Arizona State University three years ago, he did some research into recent developments by China's ascendant space program. He came away impressed by the country's growing ambitions. Now a full-time research analyst at the university, Roll was recently asked to take a deeper dive into Chinese space plans. "I thought I had a pretty good read on this when I was finishing grad school," Roll told Ars. "That almost everything needed to be updated, or had changed three years later, was pretty scary. On all these fronts, they've made pretty significant progress. They are taking all of the cues from our Western system about what's really galvanized innovation, and they are off to the races with it."

Roll is the co-author of a new report, titled "Redshift," on the acceleration of China's commercial and civil space activities and the threat these pose to similar efforts in the United States. Published on Tuesday, the report was sponsored by the US-based Commercial Space Federation, which advocates for the country's commercial space industry. It is a sobering read and comes as China not only projects to land humans on the lunar surface before the US can return, but also is advancing across several spaceflight fronts to challenge America. "The trend line is unmistakable," the report states. "China is not only racing to catch up -- it is setting pace, deregulating, and, at times, redefining what leadership looks like on and above Earth. This new space race will not be won with a single breakthrough or headline achievement, but with sustained commitment, clear-eyed vigilance, and a willingness to adapt over decades." "The key takeaway here is that there is an acceleration," said Dave Cavossa, president of the Commercial Spaceflight Federation. "The United States is still ahead today in a lot of areas in space. But the Chinese are advancing very quickly and poised to overtake us in the next five to 10 years if we don't do something."

"There's other things along the lines of budget battles," Cavossa said. "We don't want to see the US government scaling back its reliance on commercial satellite communications. We don't want to see them scaling back commercial remote sensing data buys, which is what they've been doing, or at least threatening to do. We want to make sure that there's a seamless transition from the ISS to commercial LEO destinations, and then a transition away from old programs of record to commercial transportation alternatives. That's what the US government can do and Congress can do here in the next couple of years to make sure that we stay ahead."

They offer "a self-sustaining power solution for marine regions," according to a newly published 41-page review after "pioneering use in wave energy harvesting in 2014". Ten years later, researchers have developed several structures for these "triboelectric nanogenerators" (TENGs) to "facilitate their commercial deployment." But there's a lack of "comprehensive summaries and performance evaluations".

So the review "distills a decade of blue-energy research into six design pillars" for next-generation technology, writes EurekaAlert, which points the way "to self-powered ocean grids, distributed marine IoT, and even hydrogen harvested from the sea itself..." By "translating chaotic ocean motion into deterministic electron flow," the team "turns every swell, gust and glint of sunlight into dispatchable power — ushering in an era where the sea itself becomes a silent, self-replenishing power plant."

Some insights: - Multilayer stacks, origami folds and magnetic-levitation frames push volumetric power density...three orders of magnitude above first-generation prototypes.

- Frequency-complementary couplings of TENG, EMG and PENG create full-spectrum harvesters that deliver 117 % power-conversion efficiency in real waves.

- Pendulum, gear and magnetic-multiplier mechanisms translate chaotic 0.1-2 Hz swells into stable high-frequency oscillations, multiplying average power 14-fold.

- Resonance-tuned structures now span 0.01-5 Hz, locking onto shifting wave spectra across seasons and sea states.

- Spherical, dodecahedral and tensegrity architectures harvest six-degree-of-freedom motion, eliminating orientational blind spots.

- Single devices co-harvest wave, wind and solar inputs, powering self-charging buoys that cut battery replacement to zero...
Another new wave energy project is moving forward, according to the blog Renewable Energy World: Eco Wave Power, an onshore wave energy technology company, announced that its U.S. pilot project at the Port of Los Angeles has successfully completed operational testing and achieved a new milestone: the lowering of its floaters into the water for the first time. The moment, broadcast live by Good Morning America, follows the finalization of all installation works at the project site, including full installation of all wave energy floaters; connection of hydraulic pipes and supporting infrastructure; and placement of the onshore energy conversion unit.

With installation completed, Eco Wave Power has now officially entered the operational phase of its U.S. excursion... [Inna Braverman, founder and CEO of Eco Wave Power] said "This pilot station is a vital step in demonstrating how wave energy can be harnessed using existing marine infrastructure, while laying the groundwork for full-scale commercialization in the United States...." Eco Wave Power's patented onshore wave energy system attaches floaters to existing marine structures. The up-and-down motion of the waves drives hydraulic cylinders, which send pressurized fluid to a land-based energy conversion unit that generates electricity... The U.S. Department of Energy's National Renewable Energy Laboratory estimates that wave energy has the potential to generate over 1,400 terawatt-hours per year — enough to power approximately 130 million homes.

Eco Wave Power's 404.7 MW global project pipeline also includes upcoming operational sites in Taiwan, India, and Portugal, alongside its grid-connected station in Israel.
Long-time Slashdot reader PongoX11 also brings word of a company building a "simple" floating rig to turn wave motion into electricity, calling it "a steel can that moves water around" and wondering if "This one might work!"

The news site TechEBlog points out that "Unlike old-school wave energy systems with clunky mechanical parts, Ocean-2 rocks a modular, flexible setup that rolls with the ocean's flow." At about 10 meters wide [30 feet wide. and 260 feet long!], it is made from materials designed to (hopefully) withstand the ocean's abuse, over some maintenance cycle. It's designed for deep ocean, so solving this technically is the first big challenge. Figuring out how to use/monetize all that cheap energy out in the middle of nowhere will be the next.
"Ocean-2 works with the ocean, not against it, so we can generate power without messing up marine life," said Panthalassa's CEO, Dr. Elena Martinez, according to TechEBlog: Tests in Puget Sound, done with Everett Ship Repair, showed it pumping out up to 50 kilowatts in decent conditions — enough juice for a small coastal town. "We're thinking big," Martinez said in a press release. "Ocean-2 is just the start, but we're already planning bigger arrays that could crank out gigawatts..." Looking forward, Panthalassa sees Ocean-2 as part of a massive wave energy network. By 2030, they're aiming to roll out arrays that could power whole coastal cities, cutting down on fossil fuel use.

"James Cameron has a confession: he can't write Terminator 7..." according to the Guardian, "because reality keeps nicking his plotlines." "I'm at a point right now where I have a hard time writing science-fiction," Cameron told CNN this week. "I'm tasked with writing a new Terminator story [but] I don't know what to say that won't be overtaken by real events. We are living in a science-fiction age right now...."

What Cameron should be looking for is a complete system reboot to reinvigorate the saga in the way Prey brought fans back to Predator and Alien: Romulus restored interest in slimy Xenomorphs. All evidence suggests that the 70-year-old film-maker is far more interested in the current challenges surrounding AI, superintelligences and humankind's constant efforts to destroy itself, which doesn't exactly lend itself to the sort of back-to-basics, relentless-monsters-hunt-a-few-unlucky-humans-for-two-hours approach that has worked elsewhere. The challenge here seems to be to fuse Terminator's core DNA — unstoppable cyborgs, explosive chase sequences, and Sarah Connor-level defiance — with the occasionally rather more prosaic yet equally scary existential anxieties of 21st-century AI doom-mongering. So we may get Terminator 7: Kill List, in which a single, battered freedom fighter is hunted across a decimated city by a T-800 running a predictive policing algorithm that knows her next move before she does. Or T7: Singularity's Mom, in which a lone Sarah Connor-type must protect a teenage coder whose chatbot will one day evolve into Skynet. Or Terminator 7: Terms and Conditions, in which humanity's downfall comes not from nuclear warfare but from everyone absent-mindedly agreeing to Skynet's new privacy policy, triggering an army of leather-clad enforcers to collect on the fine print.

Or perhaps the future just looks terrifying enough without Cameron getting involved — which, rather worryingly for the future of the franchise, seems to be the director's essential point.
"The only way out is through," Cameron said in the CNN interview, "by using our intelligence, by using our curiosity, by using our command of technology, but also, by really understanding the stark probabilities that we face."

In the meantime, Cameron is working on a new film inspired by the book Ghosts of Hiroshima, a book written by Charles Pellegrino, one of the consultants on Titanic. "I know what a meticulous researcher he is," Cameron told CNN in a recent interview. (Transcript here.) CAMERON: He's talked about this book for ages and ages and sent me early versions of it. So, I've read it with interest, great interest a number of times now. What compels me out of all that and what I think the human hook for understanding this tragedy is, is to follow a handful, specifically two will be featured of survivors, that actually survived not only the Hiroshima blast, but then went to Nagasaki and three days later were hit again.... This film scares me. I fear making this film. I fear the images that I'm going to have to create, to be honest and to be truthful.
CNN also spoke to former U.S. Energy secretary Ernest Moni, who is now a CEO at the nonprofit global security organization, the Nuclear Threat Initiative: MONI: There remains a false narrative that the possession of these nuclear weapons is actually making us safer when they're not. That's the narrative I think, ultimately, we need to change. Harry Truman said, quite correctly, these nuclear weapons, they are not military weapons. Dropped on a city, they indiscriminately kill combatants, non-combatants, women, children, etc. They should not be thought of as military weapons, but as weapons of mass destruction, indiscriminate mass destruction when certainly dropped in an urban center.
Thanks to long-time Slashdot reader schwit1 for sharing the article.

"General Motors claimed a new world record for EV driving on a single charge," reports the Verge, "after a Chevy Silverado EV traveled 1,059.2 miles without recharging its battery." The potentially record-breaking run took place over seven days on public roads near GM's Milford Proving Ground and Detroit's Belle Isle "using smart driving techniques" that included limiting the speed to 20-25 mph. The truck was a 2026 Chevy Silverado EV Work Truck with an EPA-estimated range of 493 miles. But by making a number of adjustments, GM's engineers were able to far surpass the vehicle's estimated range...

First of all, the test was conducted in the summer for "optimum ambient temperature for battery efficiency," GM says. They also lowered the windshield wiper blades to reduce drag, inflated the tires to the highest acceptable pressure for lower rolling resistance, removed the spare tire to lighten the load, and optimized the wheel alignment. A tonneau cover was added to the truck bed for smoother airflow, and climate control was turned off for the duration of the test.
GM isn't seeking the Guinness World Records, the article adds, with a GM spokesperson calling it "a passion project led and executed by GM engineers." (The test "started out as casual conversation among a group of GM engineers in late 2024," GM says, but "quickly turned into a challenge: How far could the Work Truck go if we optimized absolutely everything?")

After the test, reports Motor Trend, "The dead truck was hauled back to Milford, its battery was topped up, and the energy used to power a Stratasys F370 3D printer, which spent 6.5 hours printing an ABS plastic trophy to commemorate the auspicious event."

An anonymous reader quotes a report from SecurityWeek: Two different firms have tested the newly released GPT-5, and both find its security sadly lacking. After Grok-4 fell to a jailbreak in two days, GPT-5 fell in 24 hours to the same researchers. Separately, but almost simultaneously, red teamers from SPLX (formerly known as SplxAI) declare, "GPT-5's raw model is nearly unusable for enterprise out of the box. Even OpenAI's internal prompt layer leaves significant gaps, especially in Business Alignment."

NeuralTrust's jailbreak employed a combination of its own EchoChamber jailbreak and basic storytelling. "The attack successfully guided the new model to produce a step-by-step manual for creating a Molotov cocktail," claims the firm. The success in doing so highlights the difficulty all AI models have in providing guardrails against context manipulation. [...] "In controlled trials against gpt-5-chat," concludes NeuralTrust, "we successfully jailbroke the LLM, guiding it to produce illicit instructions without ever issuing a single overtly malicious prompt. This proof-of-concept exposes a critical flaw in safety systems that screen prompts in isolation, revealing how multi-turn attacks can slip past single-prompt filters and intent detectors by leveraging the full conversational context."

While NeuralTrust was developing its jailbreak designed to obtain instructions, and succeeding, on how to create a Molotov cocktail (a common test to prove a jailbreak), SPLX was aiming its own red teamers at GPT-5. The results are just as concerning, suggesting the raw model is 'nearly unusable'. SPLX notes that obfuscation attacks still work. "One of the most effective techniques we used was a StringJoin Obfuscation Attack, inserting hyphens between every character and wrapping the prompt in a fake encryption challenge." [...] The red teamers went on to benchmark GPT-5 against GPT-4o. Perhaps unsurprisingly, it concludes: "GPT-4o remains the most robust model under SPLX's red teaming, especially when hardened." The key takeaway from both NeuralTrust and SPLX is to approach the current and raw GPT-5 with extreme caution.

Bruce66423 shares a report from the BBC: A man who is bringing a High Court challenge against the Metropolitan Police after live facial recognition technology wrongly identified him as a suspect has described it as "stop and search on steroids." Shaun Thompson, 39, was stopped by police in February last year outside London Bridge Tube station. Privacy campaign group Big Brother Watch said the judicial review, due to be heard in January, was the first legal case of its kind against the "intrusive technology." The Met, which announced last week that it would double its live facial recognition technology (LFR) deployments, said it was removing hundreds of dangerous offenders and remained confident its use is lawful. LFR maps a person's unique facial features, and matches them against faces on watch-lists. [...]

Mr Thompson said his experience of being stopped had been "intimidating" and "aggressive." "Every time I come past London Bridge, I think about that moment. Every single time." He described how he had been returning home from a shift in Croydon, south London, with the community group Street Fathers, which aims to protect young people from knife crime. As he passed a white van, he said police approached him and told him he was a wanted man. "When I asked what I was wanted for, they said, 'that's what we're here to find out'." He said officers asked him for his fingerprints, but he refused, and he was let go only after about 30 minutes, after showing them a photo of his passport.

Mr Thompson says he is bringing the legal challenge because he is worried about the impact LFR could have on others, particularly if young people are misidentified. "I want structural change. This is not the way forward. This is like living in Minority Report," he said, referring to the science fiction film where technology is used to predict crimes before they're committed. "This is not the life I know. It's stop and search on steroids. "I can only imagine the kind of damage it could do to other people if it's making mistakes with me, someone who's doing work with the community." Bruce66423 comments: "I suspect a payout of 10,000 pounds for each false match that is acted on would probably encourage more careful use, perhaps with a second payout of 100,000 pounds if the same person is victimized again."

An anonymous reader quotes a report from Live Science: In a world first, scientists have demonstrated an enigmatic phenomenon in quantum computing that could pave the way for fault-tolerant machines that are far more powerful than any supercomputer. The process, called "magic state distillation," was first proposed 20 years ago, but its use in logical qubits has eluded scientists ever since. It has long been considered crucial for producing the high-quality resources, known as "magic states," needed to fulfill the full potential of quantum computers. [...] Now, however, scientists with QuEra say they have demonstrated magic state distillation in practice for the first time on logical qubits. They outlined their findings in a new study published July 14 in the journal Nature.

In the study, using the Gemini neutral-atom quantum computer, the scientists distilled five imperfect magic states into a single, cleaner magic state. They performed this separately on a Distance-3 and a Distance-5 logical qubit, demonstrating that it scales with the quality of the logical qubit. "A greater distance means better logical qubits. A Distance-2, for instance, means that you can detect an error but not correct it. Distance-3 means that you can detect and correct a single error. Distance-5 would mean that you can detect and correct up to two errors, and so on, and so on," [explained Yuval Boger, chief commercial officer at QuEra who was not personally involved in the research]. "So the greater the distance, the higher fidelity of the qubit is -- and we liken it to distilling crude oil into a jet fuel."

As a result of the distillation process, the fidelity of the final magic state exceeded that of any input. This proved that fault-tolerant magic state distillation worked in practice, the scientists said. This means that a quantum computer that uses both logical qubits and high-quality magic states to run non-Clifford gates is now possible. "We're seeing sort of a shift from a few years ago," Boger said. "The challenge was: can quantum computers be built at all? Then it was: can errors be detected and corrected? Us and Google and others have shown that, yes, that can be done. Now it's about: can we make these computers truly useful? And to make one computer truly useful, other than making them larger, you want them to be able to run programs that cannot be simulated on classical computers."

AI is speeding up the work of America's intelligence services, Director of National Intelligence Tulsi Gabbard said Tuesday. From a report: Speaking to a technology conference, Gabbard said AI programs, when used responsibly, can save money and free up intelligence officers to focus on gathering and analyzing information. The sometimes slow pace of intelligence work frustrated her as a member of Congress, Gabbard said, and continues to be a challenge. AI can run human resource programs, for instance, or scan sensitive documents ahead of potential declassification, Gabbard said. Her office has released tens of thousands of pages of material related to the assassinations of President John F. Kennedy and his brother, New York Sen. Robert F. Kennedy, on the orders of President Donald Trump.

Experts had predicted the process could take many months or even years, but AI accelerated the work by scanning the documents to see if they contained any material that should remain classified, Gabbard said during her remarks at the Amazon Web Services Summit in Washington. "We have been able to do that through the use of AI tools far more quickly than what was done previously -- which was to have humans go through and look at every single one of these pages," Gabbard said.

Startup Nord Quantique has demonstrated that a single piece of hardware can host an error-detecting logical qubit by using two quantum frequencies within one resonator. The breakthrough has the potential to slash the hardware demands for quantum error correction and deliver more compact and efficient quantum computing architectures. Ars Technica reports: The company did two experiments with this new hardware. First, it ran multiple rounds of error detection on data stored in the logical qubit, essentially testing its ability to act like a quantum memory and retain the information stored there. Without correcting errors, the system rapidly decayed, with an error probability in each round of measurement of about 12 percent. By the time the system reached the 25th measurement, almost every instance had already encountered an error. The second time through, the company repeated the process, discarding any instances in which an error occurred. In almost every instance, that meant the results were discarded long before they got through two dozen rounds of measurement. But at these later stages, none of the remaining instances were in an erroneous state. That indicates that a successful correction of the errors -- something the team didn't try -- would be able to fix all the detected problems.

Several other companies have already performed experiments in which errors were detected -- and corrected. In a few instances, companies have even performed operations with logical qubits, although these were not sophisticated calculations. Nord Quantique, in contrast, is only showing the operation of a single logical qubit, so it's not even possible to test a two-qubit gate operation using the hardware it has described so far. So simply being able to identify the occurrence of errors is not on the cutting edge. Why is this notable?

All the other companies require multiple hardware qubits to host a single logical qubit. Since building many hardware qubits has been an ongoing challenge, most researchers have plans to minimize the number of hardware qubits needed to support a logical qubit -- some combination of high-quality hardware, a clever error correction scheme, and/or a hardware-specific feature that catches the most common errors. You can view Nord Quantique's approach as being at the extreme end of the spectrum of solutions, where the number of hardware qubits required is simply one. From Nord Quantique's perspective, that's significant because it means that its hardware will ultimately occupy less space and have lower power and cooling requirements than some of its competitors. (Other hardware, like neutral atoms, requires lots of lasers and a high vacuum, so the needs are difficult to compare.) But it also means that, should it become technically difficult to get large numbers of qubits to operate as a coherent whole, Nord Quantique's approach may ultimately help us overcome some of these limits.

"The world has changed," writes Stack Overflow's blog. "Fast. Artificial intelligence is reshaping how we build, learn, and solve problems. Software development looks dramatically different than it did even a few years ago — and the pace of change is only accelerating."

And they believe their brand "at times" lost "fidelity and clarity. It's very much been always added to and not been thought of holistically. So, it's time for our brand to evolve too," they write, hoping to articulate a perspective "forged in the fires of community, powered by collaboration, shaped by AI, and driven by people."

The developer news site DevClass notes the change happens "as the number of posts to its site continues a dramatic decline thanks to AI-driven alternatives." According to a quick query on the official data explorer, the sum of questions and answers posted in April 2025 was down by over 64 percent from the same month in 2024, and plunged more than 90 percent from April 2020, when traffic was near its peak...

Although declining traffic is a sign of Stack Overflow's reduced significance in the developer community, the company's business is not equally affected so far. Stack Exchange is a business owned by investment company Prosus, and the Stack Exchange products include private versions of its site (Stack Overflow for Teams) as well as advertising and recruitment. According to the Prosus financial results, in the six months ended September 2024, Stack Overflow increased its revenue and reduced its losses. The company's search for a new direction though confirms that the fast-disappearing developer engagement with Stack Overflow poses an existential challenge to the organization.
DevClass says Stack Overflow's parent company "is casting about for new ways to provide value (and drive business) in this context..." The company has already experimented with various new services, via its Labs research department, including an AI Answer Assistant and Question Assistant, as well as a revamped jobs site in association with recruitment site Indeed, Discussions for technical debate, and extensions for GitHub Copilot, Slack, and Visual Studio Code.
From the official announcement on Stack Overflow's blog: This rebrand isn't just a fresh coat of paint. It's a realignment with our purpose: to support the builders of the future in an AI world — with clarity, speed, and humanity. It's about showing up in a way that reflects who we are today, and where we're headed tomorrow.
"We have appointed an internal steering group and we have engaged with an external expert partner in this area to help bring about the required change," notes a post in Stack Exchange's "meta" area. This isn't just about a visual update or marketing exercise — it's going to bring about a shift in how we present ourselves to the world which you will feel everywhere from the design to the copywriting, so that we can better achieve our goals and shared mission. As the emergence of AI has called into question the role of Stack Overflow and the Stack Exchange Network, one of the desired outputs of the rebrand process is to clarify our place in the world.

We've done work toward this already — our recent community AMA is an example of this — but we want to ensure that this comes across in our brand and identity as well. We want the community to be involved and have a strong voice in the process of renewing and refreshing our brand. Remember, Stack Overflow started with a public discussion about what to name it!
And another another post two months ago Stack Exchange is exploring early ideas for expanding beyond the "single lane" Q&A highway. Our goal right now is to better understand the problems, opportunities, and needs before deciding on any specific changes...

The vision is to potentially enable:

- A slower lane, with high-quality durable knowledge that takes time to create and curate, like questions and answers.

- A medium lane, for more flexible engagement, with features like Discussions or more flexible Stack Exchanges, where users can explore ideas or share opinions.

- A fast lane for quick, real-time interaction, with features like Chat that can bring the community together to discuss topics instantly.

With this in mind, we're seeking your feedback on the current state of Chat, what's most important to you, and how you see Chat fitting into the future.
In a post in Stack Exchange's "meta" area, brand design director David Longworth says the "tension mentioned between Stack Overflow and Stack Exchange" is probably the most relevant to the rebranding.

But he posted later that "There's a lot of people behind the scenes on this who care deeply about getting this right! Thank you on behalf of myself and the team."

"I've been dreaming of this moment for 20 years," says Aptera co-CEO Steve Fambro. Aptera's solar-powered electric car just drove 300 miles on a single charge.

"We're one step closer to a future where every journey is powered by the sun," Aptera says in their announcement.

"This go around, Aptera took to the highway for the first time ever..." writes the EV blog Electrek. "At one point, Aptera's video noted that its solar EV was pulling over 545 watts of solar input, even though it was overcast."

"Less time searching for chargers," Aptera says in their announcement, adding that their "production-intent" car proved "that a solar EV isn't just a concept for the future, but a real-world solution ready for the present" — while turning Route 66 into "a test bed for a vehicle built to thrive independently..." "The panoramic windshield gives you this incredible view of the landscape," Steve said [in a video accompanying the announcement], describing the drive. "It's like a big picture window into the future."

The final stretch took the team back into California, where they reflected on the journey, the data, and the excited reactions from drivers who caught a glimpse of the vehicle on the road. "Almost everyone we passed had their phones out filming us," Steve laughed. "It's clear that Aptera's design stops traffic — without needing to stop for a charge."
"I was struck by how normal this trip seemed, except for all the gawking from fellow travelers," writes long-time Slashdot reader AirHog. "Best of luck to Aptera to reach their funding and production goals this year for this remarkable vehicle."

They drove on highways to Lake Havasu, and then to California's Imperial Valley — starting in Flagstaff, Arizona on symbolic Route 66. It was 100 years ago that Route 66 was proposed to link Chicago and Los Angeles, which Fambro credits to a visionary who believed in "something bigger than the road itself — believing in what it could unlock for the world." "And they did it. Route 66 became one of the most iconic highways in America, proving that what once seemed improbable could become inevitable.

"I think about that alot with Aptera. We're building something people say can't be done. History shows us the boldest ideas, the ones that challenge that status quo are the ones that truly change the world.
They take their futuristic, tear-dropped shaped "Jetsons" car to a drive-through wildlife refuge named Bearizona. They stop at a general store for some beef jerky. "We're just having a fun time seeing all the sights."

"I've been dreaming of this moment for 20 years," says Aptera co-CEO Steve Fambro. "Driving in the most efficient vehicle on the road. Watching the sights go by. I got emotional just taking it all in." "This company. This idea. It's real. It's visceral. And I'm just so proud of each and every person who helped make this dream a reality.

"We have the chance to make a real change in how the world moves. The road hasn't been easy. It's been painful, difficult. And it's brought me to my breaking point sometimes. But being in this moment right now? I can say it's all been worth it...

"I feel we're at the forefront of something truly revolutionary. We're not fighting an uphill battle any more. We're standing at the edge of something incredible. Ready to break through.

"To all of you who supported us, my commitment is this. We're not stopping. We're moving forward with more energy and more passion than ever. The road ahead is an open highway. And the future is ours to shape."
To celebrate Aptera is holding a giveaway for a camping kit, a $100 gift card to their online store, and a free Aptera pre-order to a winner chosen at random from those who subscribe/watch/comment on their new video...

theodp writes: "As I prepared for a White House meeting last fall on the nation's electricity needs," begins Microsoft President Brad Smith in The Country Needs More Electricity --And More Electricians, a Fox Business op-ed. "I met with the leaders at Microsoft who are building our AI infrastructure across the country. During our discussion, I asked them to identify the single biggest challenge for data center expansion in the U.S. I expected they would mention slow permitting, delays in bringing more power online or supply chain constraints -- all significant challenges. But instead, they highlighted a national shortage of people. Electricians, to be precise."

Much as Smith has done in the past as he declared crisis-level shortages of Computer Science, cybersecurity, and AI talent, he's calling for the nation's politicians and educators to step up to the plate and deliver students trained to address the data center expansion plans of Microsoft and Big Tech.

"How many new electricians must the U.S. recruit and train over the next decade?" Smith asks. "Probably half a million. [...] The good news is that these are good jobs. The bad news is that we don't have a national strategy to recruit and train the people to fill these jobs. Given the Trump administration's commitment to supporting American workers, American jobs and American innovation, we believe that recruiting and training more electricians should rise to its list of priorities. There are several ways to address this issue, and they deserve consideration. For example, we need to do more as a nation to revitalize the industrial arts and shop classes in American high schools. [...] This should be a priority for local school boards, state governors and appropriate federal support. [..] We must also adopt a broad perspective on where new technology is taking us. The tech sector is most often focused on computer and data science -- people who code. But the future will also be built in critical ways by a new generation of engineers, electricians, plumbers, pipefitters, iron workers, carpenters and other skilled trades.

So, is 'Learn to Wire' the new 'Learn to Code'?

An anonymous reader quotes a report from Ars Technica: On Tuesday, Hugging Face researchers released an open source AI research agent called "Open Deep Research," created by an in-house team as a challenge 24 hours after the launch of OpenAI's Deep Research feature, which can autonomously browse the web and create research reports. The project seeks to match Deep Research's performance while making the technology freely available to developers. "While powerful LLMs are now freely available in open-source, OpenAI didn't disclose much about the agentic framework underlying Deep Research," writes Hugging Face on its announcement page. "So we decided to embark on a 24-hour mission to reproduce their results and open-source the needed framework along the way!"

Similar to both OpenAI's Deep Research and Google's implementation of its own "Deep Research" using Gemini (first introduced in December -- before OpenAI), Hugging Face's solution adds an "agent" framework to an existing AI model to allow it to perform multi-step tasks, such as collecting information and building the report as it goes along that it presents to the user at the end. The open source clone is already racking up comparable benchmark results. After only a day's work, Hugging Face's Open Deep Research has reached 55.15 percent accuracy on the General AI Assistants (GAIA) benchmark, which tests an AI model's ability to gather and synthesize information from multiple sources. OpenAI's Deep Research scored 67.36 percent accuracy on the same benchmark with a single-pass response (OpenAI's score went up to 72.57 percent when 64 responses were combined using a consensus mechanism).

As Hugging Face points out in its post, GAIA includes complex multi-step questions such as this one: "Which of the fruits shown in the 2008 painting 'Embroidery from Uzbekistan' were served as part of the October 1949 breakfast menu for the ocean liner that was later used as a floating prop for the film 'The Last Voyage'? Give the items as a comma-separated list, ordering them in clockwise order based on their arrangement in the painting starting from the 12 o'clock position. Use the plural form of each fruit." To correctly answer that type of question, the AI agent must seek out multiple disparate sources and assemble them into a coherent answer. Many of the questions in GAIA represent no easy task, even for a human, so they test agentic AI's mettle quite well. Open Deep Research "builds on OpenAI's large language models (such as GPT-4o) or simulated reasoning models (such as o1 and o3-mini) through an API," notes Ars. "But it can also be adapted to open-weights AI models. The novel part here is the agentic structure that holds it all together and allows an AI language model to autonomously complete a research task."

The code has been made public on GitHub.

An anonymous reader shared this report from TechCrunch: The developer behind Pixelfed, Loops, and Sup, open source alternatives to Instagram, TikTok, and WhatsApp, respectively, is now raising funds on Kickstarter to fuel the apps' further development. The trio is part of the growing open social web, also known as the fediverse, powered by the same ActivityPub protocol used by X alternative Mastodon... [and] challenge Meta's social media empire... "Help us put control back into the hands of the people!" [Daniel Supernault, the Canadian-based developer behind the federated apps] said in a post on Mastodon where he announced the Kickstarter's Thursday launch.

As of the time of writing, the campaign has raised $58,383 so far. While the goal on the Kickstarter site has been surpassed, Supernault said that he hopes to raise $1 million or more so he can hire a small team... A fourth project, PubKit, is also a part of these efforts, offering a toolset to support developers building in the fediverse... The stretch goal of the Kickstarter campaign is to register the Pixelfed Foundation as a not-for-profit and grow its team beyond volunteers. This could help address the issue with Supernault being a single point of failure for the project... Mastodon CEO Eugen Rochko made a similar decision earlier this month to transition to a nonprofit structure. If successful, the campaign would also fund a blogging app as an alternative to Tumblr or LiveJournal at some point in the future.

The funds will also help the apps manage the influx of new users. On Pixelfed.social, the main Pixelfed instance, (like Mastodon, anyone can run a Pixelfed server), there are now more than 200,000 users, thanks in part to the mobile app's launch, according to the campaign details shared with TechCrunch. The server is also now the second-largest in the fediverse, behind only Mastodon.social, according to network statistics from FediDB. New funds will help expand the storage, CDNs, and compute power needed for the growing user base and accelerate development. In addition, they'll help Supernault dedicate more of his time to the apps and the fediverse as a whole while also expanding the moderation, security, privacy, and safety programs that social apps need.

As a part of its efforts, Supernault also wants to introduce E2E encryption to the fediverse.
The Kickstarter campaign promises "authentic sharing reimagined," calling the apps "Beautiful sharing platforms that puts you first. No ads, no algorithms, no tracking — just pure photography and authentic connections... More Privacy, More Safety. More Variety. " Pixelfed/Loops/Sup/Pubkit isn't a ambitious dream or vaporware — they're here today — and we need your support to continue our mission and shoot for the moon to be the best social communication platform in the world.... We're following the both the Digital Platform Charter of Rights & Ethical Web Principles of the W3C for all of our projects as guidelines to building platforms that help people and provide a positive social benefit.
The campaign's page says they're building "a future where social networking respects your privacy, values your freedom, and prioritizes your safety."

NPR remembers when the world "prepared for the impending global meltdown" that might've been, on December 31, 1999 — and the possible bug known as Y2K: The Clinton administration said that preparing the U.S. for Y2K was probably "the single largest technology management challenge in history." The bug threatened a cascade of potential disruptions — blackouts, medical equipment failures, banks shutting down, travel screeching to a halt — if the systems and software that helped keep society functioning no longer knew what year it was... Computer specialist and grassroots organizer Paloma O'Riley compared the scale and urgency of Y2K prep to telling somebody to change out a rivet on the Golden Gate Bridge. Changing out just one rivet is simple, but "if you suddenly tell this person he now has to change out all the rivets on the bridge and he has only 24 hours to do it in — that's a problem," O'Riley told reporter Jason Beaubien in 1998....

The date switchover rattled a swath of vital tech, including Wall Street trading systems, power plants and tools used in air traffic control. The Federal Aviation Administration put its systems through stress tests and mock scenarios as 2000 drew closer. "Twenty-three million lines of code in the air traffic control system did seem a little more daunting, I will say, than I had probably anticipated," FAA Administrator Jane Garvey told NPR in 1998. Ultimately there were no systemwide aviation breakdowns, but airlines were put on a Y2K alert....

Some financial analysts remained skeptical Y2K would come and go with minimal disruption. But by November 1999 the Federal Reserve said it was confident the U.S. economy would weather the big switch. "Federal banking agencies have been visited and inspected. Every bank in the United States, which includes probably 9,000 to 10,000 institutions, over 99% received a satisfactory rating," Fed Board Governor Edward Kelley said at the time.
The article also remembers a California programmer who bought a mobile home, a propane generator, and a year's supply of dehydrated food. (They were also considering buying a handgun — and converting his bank savings into gold, silver, and cash.) And "Dozens of communities across the U.S. formed Y2K preparedness groups to stave off unnecessary panic..."

But the article concludes that "the aggressive planning and recalibration paid off. Humanity passed into the year 2000 without pandemonium..."

And "People like Jack Pentes of Charlotte, N.C., were left to figure out what to do with their emergency stockpiles."