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TP-Link yesterday announced plans to assemble Wi-Fi routers in the US, as the company attempts to get the Trump administration's approval to sell its newest routers to American consumers.
The timing is uncertain, as TP-Link's press release said it expects US-based assembly to begin "as early as" 2027. TP-Link's application to sell new routers in the US could be rejected by the Trump administration or remain pending long enough to push the US-based assembly to 2028.
"Pending US regulatory approval, TP-Link expects domestic assembly of its groundbreaking Wi-Fi 8 home networking product line to begin as early as next year," the company said. TP-Link said it signed a Letter of Intent with US company Keytronic, which agreed "to become a primary domestic manufacturing partner for TP-Link, supporting assembly of the company's advanced networking portfolio in Corinth, Mississippi."
TP-Link can't sell its Wi-Fi 8 routers in the US because of the Federal Communications Commission ban on consumer-grade routers produced wholly or partly in other countries. Previous TP-Link routers that were already approved for import and sale are still available.
The FCC has given exemptions to a number of prominent router makers, but TP-Link's history as a Chinese company is making it difficult to obtain FCC clearance. Founded in China in 1996, TP-Link moved its headquarters to California in October 2024. It says that "TP-Link Systems devices sold in the US are manufactured in Vietnam and TP-Link Systems is an independent, US company that is not owned or controlled by any foreign government."
While TP-Link assembles routers in Vietnam, most of the components are reportedly imported from China. TP-Link's plan to assemble routers in the US will still require it to import components, but the company hopes investment in the US will help it gain the Trump administration's favor.
While the FCC is urging router makers to move more of their operations to the US, a TP-Link official said the government has provided no clear guidance on how much US manufacturing is enough to obtain an exemption from the foreign router ban.
"There are no published guidelines that say, 'Well, it could be 25 percent US, or it could be 15 percent US,'" TP-Link corporate affairs officer Steve Kovsky told PCMag. Kovsky said that many components "are just not available from a domestic source, and this is not a TP-Link issue. This is an issue for all manufacturers that are trying to onshore manufacturing."
In a letter to FCC Chairman Brendan Carr and the agency's commissioners last week, Kovsky said TP-Link is proposing "a nearly $1 billion investment in America that would result in equipping existing US factories, and ultimately building new, highly automated manufacturing facilities, to start assembling next-generation Wi-Fi 8 routers in the United States as soon as next year, creating hundreds of new jobs."
TP-Link's letter said it will make the proposed investment if it receives approval to sell Wi-Fi 8 routers in the US. "This investment would build upon TP-Link's existing US footprint, which includes a global headquarters in Irvine, Calif., and more than 700 US employees," TP-Link told the FCC. "As part of this investment, TP-Link would begin assembling these Wi-Fi 8 devices in the United States by next year, and the devices will incorporate software and firmware developed, written, and stored in the United States by TP-Link's US engineering organization."
The FCC isn't the only agency that TP-Link has to convince. The FCC process for issuing exemptions from the ban requires each router maker to first obtain a determination from the Department of Defense or Department of Homeland Security that its devices do not pose national security risks.
Router makers that received exemptions so far include Netgear, Asus, Adtran, Amazon and its Eero subsidiary, Calix, Nokia, SpaceX's Starlink division, and others. TP-Link urged the Trump administration to ensure that its "reviewers fairly apply the same consistent review standards to TP-Link as have been applied to all other applicants."
TP-Link's 2024 move to the US came amid investigations into high-profile attacks linked to the Chinese government, including a botnet composed mostly of TP-Link routers. The Russian GRU also compromised TP-Link routers to steal information, US intelligence agencies said in April 2026.
TP-Link is far from the only router maker with security problems. For example, so-called AirSnitch attacks described in research this year were reported to work on routers made by Netgear, D-Link, Ubiquiti, Cisco, and those running DD-WRT and OpenWrt.
TP-Link's letter to the FCC last week said its application for an exemption provides "complete responses" to questions about its corporate structure and manufacturing and supply chain.
"TP-Link prioritizes the security of US consumer networking data; user data processed by TP-Link's US products is encrypted and housed on Amazon Web Services infrastructure in Virginia," the company said. "And of course, TP-Link does not, and will not, share customer network data with foreign governments or unauthorized third parties."
TP-Link also faces opposition from Republican state attorneys general. The AGs from Florida, Montana, Iowa, and Nebraska sued TP-Link this month, alleging that it lied to consumers about its connections to China and the risks of its routers being exploited by Chinese state hackers.
A group of 21 Republican state AGs then sent a letter to the FCC questioning TP-Link's claims regarding router security and the company's independence from China. The letter urged the FCC to require remedies for "past and ongoing state-law violations" in its review of TP-Link's application and to protect router users "from exploitation by the Chinese Communist Party."
Canada's official maple syrup reserve is sitting near empty, the result of a strong surge in demand that has drained supply to levels not seen in more than a decade.
The Quebec industry, worth about $1.2-billion a year to the province's GDP, produces most of the world's maple syrup. And its stockpile is maintained by a government-sanctioned cartel called the Federation of Quebec Maple Syrup Producers, known by its French acronym PPAQ.
"At the end of next February, all the remaining syrup sold under contract will be gone," said Simon Doré-Ouellet, deputy director-general at PPAQ. "Our warehouses will be at zero."
The PPAQ sets minimum prices for bulk shipments, regulates production volumes through quotas, and monitors safety and quality standards.
Maple syrup that's not sold goes to three warehouses in Quebec with a combined capacity of 133 million pounds (218,000 barrels worth $400-million if the space is all full) that can be drawn on when weather conditions yield a lower crop. The aim is to have a greater stability in supply and pricing from season to season.
At the moment, demand from consumers is simply outstripping supply. Bulk buyers and processors, such as Rogers Sugar Inc. and Les Industries Bernard & Fils, are snapping up higher volumes of syrup to meet that demand and sell to retail customers. Increasing their stocks also gives them more operational flexibility in the context of trade tension with the U.S., when they might need to make quick shipments on a timely basis.
"This is the first time we're seeing a situation like this. There's much more inventory in the hands of our big buyers than in the past," Mr. Doré-Ouellet said.
Japan's sample return mission to Phobos may also collect some Mars dust:
For decades, scientists have dreamed of getting Martian rocks into Earth's laboratories — a Herculean feat that would revolutionize our knowledge of the Red Planet. An audacious mission from the Japanese space agency might offer the next best thing: rocks from Mars' larger moon, Phobos.
That's the task confronting the Martian Moons eXploration (MMX) spacecraft. The mission, which launched October 19, aims to crack the long-standing mystery of how Mars got its two odd moons by delivering a sample of Phobos to Earth in 2031. These rocks are no substitute for true Martian material — but given that NASA's plans to fetch the Perseverance rover's prized samples are in limbo, scientists are eager for even an indirect glimpse of Mars.
"It's a chance to get a totally different sample and view of Martian materials," says planetary scientist Briony Horgan of Purdue University in West Lafayette, Ind., who is not involved in the MMX mission. "It'll be a great contribution to our sample collection back here on Earth."
If it's successful, MMX will be the first mission to reach Phobos. Three previous spacecraft from Russia failed.
The MMX itinerary is action-packed: The spacecraft will spend about one year cruising out to Mars, then slip into orbit around Mars alongside Phobos for about three years. During its stay, the spacecraft will deploy a small rover named Idefix to scout the moon for good sampling sites. The main spacecraft will then make two landings to grab 10 grams of sample, about the weight of four U.S. pennies. It will use two different devices to snag the sample: One will drill two centimeters down into the rock, while the other will blow pressurized gas at the surface to collect loose material.
Once loaded up, MMX will zip past the smaller moon Deimos before making the one-year trek home to drop its cargo in Australia's outback, just as Japan's two previous asteroid sample-return missions have done. After the Japanese space agency JAXA sorts and catalogs the samples, it will share portions of them with other institutions.
Such a small handful of rock may not sound impressive, but it's enough to thrill researchers. "A few grams of sample are going to be a real bonanza for scientists," says planetary scientist Michael Zolensky of NASA's Johnson Space Center in Houston, where 15 percent of the sample will eventually end up.
MMX is designed to reveal the enigmatic origins of Phobos and Deimos — the only moons in the inner solar system besides our own. "The Martian moons are so different from [the] terrestrial moon: They are two, very small [and] very dark," says planetary scientist Tomoki Nakamura of Tohoku University in Sendai, Japan.
The strange objects look like rocks that wandered in from the outer asteroid belt and got trapped around Mars. But their tidy circular orbits suggest they coalesced after a massive collision tore material off the Red Planet. Or perhaps they came about some other way that scientists simply haven't imagined, says planetary scientist Kiyoshi Kuramoto of Hokkaido University in Sapporo, Japan. "The natural world often reveals aspects that exceed our expectations," he says.
Studying the features and composition of Phobos' surface could solve the mystery. But although MMX carries sophisticated instruments to explore Phobos, those observations may not suffice. Hence bringing rock back to Earth's labs, where scientists can enlist equipment far too large or delicate to ever send to space.
Although sample analysis will focus on understanding Phobos, researchers will also be able to use the rocks to fine-tune our understanding of Mars. For example, pinpointing the material's age will allow scientists to calibrate the chronology of cosmic collisions in the neighborhood of Mars. Currently, scientists estimate ages on Mars based on a timeline based on our moon, which may not apply at the Red Planet.
Scientists even have reason to hope that stray grains from Mars will be hidden amid the MMX treasure. This material could be ancient relics of the two bodies mixing during a moon-forming process, potentially including grains that hail from deeper in the Martian crust than scientists have seen so far in rare meteorites the cosmos has delivered us. No matter how Phobos formed, the material could also include fresher debris flung off the Red Planet by cosmic collisions.
The biggest challenge may be positively identifying which grains came from Mars. Such lucky samples would lack valuable geologic context and be far from pristine. "They're material that's been blasted off Mars from some unknown location, micron-sized things, sitting on the airless body Phobos, getting irradiated by space," says planetary scientist Nancy Chabot of the Johns Hopkins University Applied Physics Laboratory in Laurel, Md. Nonetheless, scientists are prepared to get creative and use the latest technology to tease out every secret they can manage in any sample they can snag.
MMX offers a very different type of sample return than what NASA has initiated with the Perseverance rover, which has spent years squirreling away fresh material drilled from the most interesting outcrops it can find. That's all in hopes of a future mission ferrying the rock to Earth for scientists to hunt for signs of ancient microbes. But the U.S. Congress has axed funding for that successor due to spiraling costs and concerns about feasibility — particularly of accomplishing the first ever launch from Mars.
Even if MMX can't give scientists the satisfaction of an ultimate Mars sample return, there's still plenty to learn, says planetary scientist Vicky Hamilton of the Southwest Research Institute in Boulder, Colo., who is not involved in the mission. "It's always a happy day when we're getting a sample from another object in space and bringing it back to Earth to study," she says.
Youtuber Patrick Craenen, on his Happy Little Diodes channel (https://www.youtube.com/watch?v=jiW3P1rJRMc), has announced that he was able to obtain a stash of development documents from former UK electronics company Ferranti. These documents contain a vast treasure of information about the custom ULA (Uncommited Logic Array) chips used in the ZX81 and Spectrum computers that defined much of the 1980's UK computing scene. Starting with the ZX81, a ULA replaced great numbers of individual logic ICs, reducing the chip count to a fraction and enabling a two-figure price for the machine. On the Spectrum, they enabled colour graphics with the lower development effort for a gate array, where US competitors Commodore and Atari were using full custom layout ICs, and Apple was using none, relying on NTSC artifacts until the Mac II.
The Ferranti Files contain detailed schematics for many of the ULA revisions, which will be of great interest to computer historians. As Ferranti is no longer existent, and the Sinclair rights have, via Amstrad, gone to Sky, Craenen cleared the release with their lawyers, who agreed under the condition that personal information is redacted.
https://en.wikipedia.org/wiki/Ferranti
The European Commission has opened an investigation under the Digital Services Act into whether Booking.com is doing enough to stop fraudsters running scams, phishing and smishing on its platform.
Officials told The Register the probe, which opened Wednesday, covers a very large online platform (one with more than 45 million EU users) and has three strands.
The first is whether Booking.com is failing to prevent fraudulent and non-compliant listings. "This is very much about people portraying themselves as the owner of premises and putting it up for rent while they are not the real owner," an EC spokesperson said.
The second is whether it does enough to counter phishing and smishing (SMS phishing), and social engineering. "Scammers take over the account of a property owner and... portray themselves as the property owner, but also take over the contact details," she said. "So they start sending messages that people need to pay additional amounts."
The Commission also suspects Booking.com is not sufficiently protecting the data of its consumers and business users.
The third strand is advertising transparency: whether the platform clearly distinguishes ads from organic results, and whether it is clear about boosted listings, where property owners pay for higher ranking.
Officials cited Booking.com's own admission in June 2024 of a 500-900 percent jump in travel scams over the previous 18 months. "What made us concerned is the very high figures," an official said.
In the Netherlands alone, more than 1,000 fraud notifications were made in the first part of 2026, causing damage of €82,000, a tenfold increase on the previous year. "This is a real problem, and this is only the Dutch element," the official said. "We have reports like that almost from all member states... So, we have clear elements where we find that the risk assessment was not sufficient, and as you know, the risk assessment is a key tool for us."
The Commission acknowledges that Booking.com assesses fraud using cases on its own platform and external reports, and takes internal measures in response. But "we feel that what they have done is absolutely substandard," the official said. "Although they take measures, they could go much further, and they could have much more solid systems to prevent fraud."
"In the future we expect Booking.com to do a more diligent risk assessment," she added. That could include addressing abuse of the reservation system, rapidly removing listings when fraud is reported, checking licenses, and changing how property owners are onboarded.
A spokesperson at Booking.com told The Register:
We are cooperating fully with the European Commission and engaging constructively on its questions under the Digital Services Act (DSA). Security, trust and the protection of personal information are top priorities at Booking.com. We remain committed to working with relevant governments, regulators, law enforcement and industry partners to combat cybercrime and online fraud and protect travelers and partners."
https://www.engadget.com/2292027/google-brings-gemini-personal-intelligence-to-android-auto/
At the start of the year, Google debuted Personal Intelligence, a Gemini feature that allows the chatbot to pull information from your other Google apps to generate more personalized responses. An expansion in March brought Personal Intelligence to free accounts after it was previously only available to Google AI Pro and Ultra subscribers. And now Google has begun rolling out the feature to Android Auto users.
In practice, the company says today's update will improve Gemini's reasoning capabilities in cars. It will also make the assistant capable of delivering more specific details as they relate to your questions and prompts. For example, if you're driving to the airport, Google suggests Gemini with Personal Intelligence will be able to answer questions like "what's my flight gate?" and "is my flight on time?" Provided you've linked your Gmail account, it can do all this without you needing to pull over to find a confirmation email.
More broadly, Google says Personal Intelligence makes it easier to interact with Gemini more naturally. For instance, if you need directions to your doctor's office, you can just say "take me to my doctor's appointment," instead of speaking a specific address. Recommendations are also improved. If you're in a new city, Google suggests you can ask for dinner spots along your driving route and Gemini will generate suggestions while factoring in preferences and restrictions, like if you're a vegetarian.
As before, enabling Personal Intelligence is optional, and you can turn it off at any point if you don't want Gemini pulling your data. You can also control what apps Gemini can access. Google is starting to roll out Personal Intelligence to Android Auto users globally starting today (with the exception of those living in Switzerland, the European Economic Area, UK and Nigeria). In the coming months, the company plans to bring the feature to cars with Google built-in too.
Senedd member says smart glasses help with speeches in the Senedd:
A Reform politician has said he was using smart glasses with an in-built autocue feature to help him make speeches in the Welsh Parliament.
Jason O'Connell said the technology had helped boost his confidence when speaking in the Senedd, and denied it risked misleading people into thinking he was speaking without notes.
"I'm delivering my words in the manner that I see fit," he told the BBC's Politics Wales programme .
But the Welsh Liberal Democrat leader called for the glasses to be banned from use in the Senedd, while a parliament spokesperson said a review was under way.
[...] The smart glasses have allowed O'Connell to make speeches by reading a digital script that appears on the lenses of his glasses.
The text scrolls as he speaks, and it can also be controlled via a ring on his finger.
The Member of the Senedd (MS) for the Pontypridd Cynon Merthyr constituency said he had been looking at ways to improve his oratory skills since being elected to the parliament in May.
He said: "One of the things I identified as a weakness of mine was that my head was down looking at my notes a lot, and I wanted to get away from that and these glasses enable me to do that."
Asked if he risked misleading people by giving the impression he was speaking without notes, O'Connell said: "I'm delivering my words in the manner that I see fit.
"Other people might use an iPad, they might use a phone, they might use printed paper.
"This is the method that I find works best for me during those long debates.
"This is authentically my voice, and it's just me relaying that in the way that I feel most comfortable."
O'Connell said the glasses had boosted his confidence "massively".
"As a new member we do have to get over that hurdle and the more of these you do the more confident you get," he said.
"It enables me to communicate effectively with the constituents, the people of Wales.
"When I'm scrutinising government, I want to be able to look the government in the face."
However, concerns have been raised about the use of the technology, particularly ones that have a camera and can record video - although O'Connell's glasses do not have a camera.
Welsh Liberal Democrat leader Jane Dodds said not enough was known yet about what the glasses could do, and said MSs needed to have equal access to their use.
"What I've called for is that there is a ban on the use of smart glasses in the Welsh Parliament until we have rules and regulations in place which standardise them, and make sure that everybody can have access to them, if that's what they want as well," she said.
A spokesperson for the Senedd's presiding officer said: "Rapidly advancing technologies such as smart glasses offer opportunities to improve accessibility and support Members of the Senedd in their work, but we recognise that they also prompt concerns.
"A review of the use of this technology on the Senedd estate is under way, and we will bring forward its conclusions shortly."
Elon Musk said Tuesday that he would like to see the consolidation of his business empire by formally merging his two largest companies, SpaceX and Tesla.
"Do I think it would be a good idea? Yes," Musk said of a potential merger. He was speaking during a question-and-answer period as part of SpaceX's third-quarter earnings call. Musk said, ultimately, it not his decision. "But at the end of the day the shareholders have to be supportive of this."
Musk's talk of a merger comes after a busy year in which SpaceX already acquired Musk's artificial intelligence firm, xAI, in February. In June, SpaceX went public with the largest initial public offering on record.
At the request of shareholders of each company, Musk said both SpaceX and Tesla have formed special committees of "independent directors" to discuss the idea of a merger. "I'm a conflicted party; I can't actually be in the discussions of the special committees," Musk said. Those committees have not reached an agreement on the terms of a merger transaction, Musk said.
"Obviously there's no guarantee that they will, but I do think there's a lot of merit to combining the companies as we are pretty much in the superintelligence singularity," Musk said. "There's lots to be gained from cooperating on developing superintelligence software, chip design, the Terafab, obviously robotics, mass to orbit with the Starmind constellation, and connectivity. So I think it would be a good idea."
It might seem like madness to merge a space business with an automotive business, but both SpaceX and Tesla are rapidly transitioning from their original markets into artificial intelligence.
In its public financial documents, SpaceX has indicated that the bulk of its future revenues are likely to come from orbital data centers that will provide the backbone of computing for artificial intelligence on Earth. Tesla sees its future in sophisticated self-driving cars, robots, and industrial hardware. Both enterprises would require advanced computer chips and energy. SpaceX could provide the connectivity for Tesla hardware.
Beyond these synergies, the merger would be attractive to Musk—already the world's richest person and first trillionaire—because it would give him more control.
Based on SpaceX documents filed as part of its IPO, Musk holds more than 82 percent of voting power in SpaceX. In contrast, Musk holds about 20 percent of voting power at Tesla. By merging SpaceX with Tesla, where he has less direct control, Musk could acquire a majority of shares eligible for voting at the combined company. This would depend on the nature of valuations and negotiated agreements at the time of the merger. At the time of Musk's announcement, SpaceX and Tesla had market valuations of about $2 trillion and $1.5 trillion, respectively.
The merger will face scrutiny by US regulators. Additionally, Morningstar reported earlier this year that valuation disagreements will likely be significant, especially among Tesla shareholders. Musk said Tuesday that 50 percent of all Tesla shareholders, not just those with voting shares, would have to approve of the merger. Such a vote would only come if the two special committees reached an agreement on merger terms.
Some political leaders, already wary of Musk's outsized power and influence and willingness to use both freely, may also object to a single Musk mega-corporation.
It's not definitive what the merger's implications are for SpaceX's traditional space business and its longtime goal of settling Mars, or for Tesla's one-time aspirations to bring electric vehicles to the global market. Most probably, however, a combined Musk-universe would focus on artificial intelligence and the computing power needed to back those ambitions. Less Mars and cars—and more silicon.
Tragically simple private keys used by a certification authority based in India have been compromised, meaning the 60-million-plus certs it has issued can't be trusted and necessitating a massive clean-up job.
The CA of concern in this case is called eMudhra, which boasts of having issued over 60 million digital certificates to help usher in a world of digital trust.
The company has instead panicked the world.
News of the company's errors appeared on Tuesday in a post by Dennis Jackson, a member of Mozilla's cryptography engineering team.
"On Saturday, October 17, at 20:06 UTC, Mozilla received a report from a community member that private keys associated with eight eMudhra intermediate certificates had been compromised," he wrote. "These keys could allow attackers to issue fraudulent HTTPS certificates for websites they do not control."
Or as Cloudflare put it, "an attacker can create a forged certificate for any domain and use it to impersonate servers to intercept or modify traffic."
Jackson has since elaborated on the incident and the response, which has thankfully seen Mozilla, Chrome, and Apple remediate the issue so their browsers won't rely on the certificates – at least after users install an update. He also reports that eMudhra has revoked the certs, and lists many FOSS projects that have issued updates that mean they won't recognize certs from eMudhra.
That's welcome, but sadly certs signed with these private keys are still out there and many services rely on them. Browser makers are set up to detect and reject bad certs. Others who relied on them may not be, and will likely need to dig into their environments to see if they rely on certs signed by eMudhra. Developer Geoffrey Huntley has offered some advice on automating that process.
At the time of writing, eMudhra has not responded to The Register's inquiries about the incident and its security practices.
The latter question is of great interest because security researcher Scott Helmeanalyzed eMudhra's certs and found one the private keys it used "is the number 4."
"Not a number that starts with 4, or the number 4 followed by a few hundred random digits, just, 4... Another one is 56, and another is 115. I know, because I recovered all of them from their public certificates on my laptop just now, and it took less than a second," Helme wrote.
Other researchers have found private keys including the numbers 66, 155, 156, 230 and 237.
Those are vastly inadequate keys, because they're easy to guess, making all certs issued by eMudhra susceptible to brute force attacks.
As Helme put it: "A P-384 private key should be a random 384-bit number, which gives you 2³⁸⁴ possibilities (or roughly 10¹¹⁵), so nobody is ever going to search that."
This past weekend was the latest in an ongoing series of (massive) "No Kings" protests held around the country (and in some cases around the globe). The latest one was part of a "get out the (early) vote" campaign to make sure people are voting in the upcoming midterm elections. And, in the middle of it, suddenly it was reported that the No Kings Instagram account was suspended for about an hour, with admin access locked out for a few more hours. Many supporters of the protests immediately suspected foul play, highlighting that Mark Zuckerberg has gone in hard in supporting Trump over the past couple of years. So, the implication was that Zuck must be fiddling the dials to help the guy he supports in the White House. For a variety of reasons, this is unlikely to be true.
I'll explain some of those reasons towards the end of this article just to be thorough, but the point of this article is to highlight the argument that Will Robinson and Tim Chambers recently made in response to this, which is that it doesn't even matter if it was done on purpose or not. Even if you believe that Zuckerberg and Trump were laughing their heads off and jointly pressing the button to silence the No Kings account, the real problem was that this was possible in the first place.
Our response should be the same either way.
Forty years ago, as an undergraduate in Hokkaido, Toshiyuki Nakagaki came upon a lemon-yellow stain in a petri dish. That encounter turned him into a doyen of slime mould research – and fed a storm of biological and philosophical debate about the meanings of life and intelligence that persists to this day. Before, no one would have called a slime mould "intelligent"; the popular adjective, in fact, was "simple". "A simple mass of protoplasm," one 1895 description ran; "among the most simple of organisms", said another. And it was hard to argue otherwise. A slime mould can appear to be just a small cell, capable only of feeding and reproducing. Simple is as simple does.
Of that first meeting, Nakagaki said: "I was just impressed with how fast it moved." Physarum polycephalum, the slime mould species in that petri dish, has a top speed of 1cm an hour. For amoebic organisms, that's gold-medal standard. At first glance, Physarum seems to spread as irregularly as ink on blotting paper, but in fact it senses its meals of bacteria or other microbes and reaches for them with a long, thin finger of protoplasm – which not only digests its food but then forages further or pulls back into the rest of the mould. It's impossible to watch a slime mould over many days without sensing some deliberation at play.
Physarum is often found as a glistening patch creeping over leaf litter in forests; hence its nickname: "dog vomit mould". Even at its most expansive, occupying a couple of square metres, it is a single cell containing many nuclei – the tiny microdots holding its DNA. (Technically, this kind of structure is called a "syncytium".) The fact that you can see it with the naked eye, and even perceive the swells and contractions of the protoplasm within, makes it ideal for experiments. So Nakagaki got to work.
In 2000, his astonishing research began to surface in the media. "Slime mould solves maze puzzle," one headline ran, summarising an experiment in which Nakagaki induced a Physarum to find the shortest route through a maze in search of food. (In labs, slime moulds are reared on oat flakes, a convenient diet that can double as a researcher's breakfast.) In 2010, the New York Times wrote about Nakagaki's most famous experiment – the canonical study that scientists offhandedly call "the Tokyo railway one". Nakagaki placed oat flakes to resemble the map of Tokyo and 35 of its satellite towns. Then he let the Physarum loose from the centre of "Tokyo". From that one metropolitan oat, the mould spread outwards seeking the others, stretching towards them with its tubules. Then, putting out more branches, it linked up with itself, from one suburban oat flake to the next.
In doing all this, the mould displayed such a verve for efficiency – no wasted motion, an optimal pursuit of its food – that it ended up nearly retracing the route map of the greater Tokyo area's railway system. Nearly, Nakagaki said – because, in fact, free of human bias or politicking, Physarum may have improved the design of the network. Later, when Nakagaki twice won the Ig Nobel – the prize for research that is both amusing and thought-provoking – the first award cited his maze paper in the field of "cognitive science", but the second, cheekily, hailed the Tokyo railway study as a breakthrough in "transportation planning".
Over the past four decades, Nakagaki's hair and stubble have greyed, but he still betrays a sense of wonder while discussing Physarum's "intelligence", a word that biologists invoke carefully. After the maze experiment, he said: "I thought we'd have to rewrite the dictionary." Others have since justified the use of the word "intelligence", as well as other fraught ones such as "learning" and "memory", in describing Physarum. Which poses a mystery: how is Physarum, this cell without even a semblance of a brain, capable of it all – the decision-making, the memory, the processing of information?
[...] Over the past three decades, as the study of intelligence has broadened beyond humans, slime-mould research has gathered speed. We know now that Physarum is made up of thousands of tiny oscillators that sense their environment. If they pick up the chemical markers of a meal, these units oscillate faster, in turn causing the cell's protoplasm to flow more thickly towards that area. This is how the mould moves.
But how these oscillators, so minuscule and seemingly so rudimentary, manage to sense so much – proteins, salts, acidity, light, heat, humidity, perhaps even gravitational and magnetic fields, and masses looming at a distance – is still unclear. In 2008, Nakagaki and his colleagues subjected a Physarum to cold, dry air streamed at regular hourly intervals, prompting it to slow its locomotion. After three such gusts, the mould spontaneously slowed on the top of the fourth hour – even when the mistral didn't blow. No one can figure out how the slime mould keeps time.
It's natural, then, for a layperson to wonder: if it's so difficult to thoroughly decipher a relatively basic being such as the slime mould, how could we ever understand the human brain? If it's a mystery how the Physarum remembers, is it hopeless to look upon the other end of the spectrum and attempt to grasp how, say, a middle-aged man calls to mind a tune from his childhood and plays it on a flute?
The questions that divide neuropurists and their biogenic rivals, though, are different: they argue about whether these abilities – recognising caffeine and recollecting music – are comparable, and whether slime moulds and human beings belong on the same spectrum of cognition at all.
[...] Even among slime-mould enthusiasts, Nakagaki's maze study doesn't convince everyone. The maze as we know it – all right-angled turns and clean routes – doesn't resemble anything the Physarum may encounter in its own, natural environment; it's an artifice premised on the fact that we, as humans, regard the solving of a maze as intelligent behaviour. The Physarum doesn't even "solve" the maze, strictly speaking, as a person would do. "It grows across all of the empty spaces, and then withdraws from everything but the shortest route," Pringle said. The way she described it put me in mind of large language models and their techniques of brute pattern-matching – an incomplete simulation of human thought that is described increasingly as intelligence.
[...] In deciding what intelligence is, humans are easily influenced by the religions, politics and technologies that surround us. It's been a wild ride. In the 17th century, Descartes believed all non-human animals were automata, lacking the immaterial mind that gives humans thought and reason. That view held even after Charles Darwin proved earthworms could learn and described the root tip of a growing plant as an analogue to the human brain. In both cases, he didn't hesitate to use the word "intelligence". Through the first half of the 20th century, the rise of behaviourism led scientists to disregard internal processes of thought altogether, to focus on an organism's actions and reflexes only. For a while, even asking questions about cognition was frowned upon.
More tumult followed. Midway through the last century, computers became the new point of comparison for the mind, and it followed that humans too, like their new machines, thought by building internal models and systems of mathematical rules. This "cognitive revolution" only extended to organisms with brains – with neurons, the wetware version of the microprocessor. Then, in the 1990s, a roboticist named Rodney Brooks built a series of small robots that could trundle through the halls of MIT, dodging obstacles or collecting soda cans, all without constructing any mental models or simulations. This was a revolution in its own way – but as a philosopher named Fred Keijzer told me, even this was unsatisfying, because it failed to approximate the sheer complexity of, say, a jellyfish moving in the ocean. "Cognitive science is still at the stage that chemistry was before the periodic table," he said. "It's a mess."
In this choppy way, we've come into the AI age, which exerts its own perverse pressures. Silicon Valley loves the biogenic camp – loves any move to categorise intelligence as a data and computation problem, since that would validate the I in AI too. No better way, one scientist remarked sardonically, to treat humans as machines than by starting to treat machines as humans. But placing humans and machines on a continuum of intelligence doesn't in itself feel like a problem to Michael Levin, who has argued extensively that even single cells can learn and solve problems. "For Michael," one scientist told me, "it's just cognition all the way down."
[...] Broad though the term "cognition" is, scientists still gain from applying it across the kingdom of life, Levin claims. "Drawing hard boundaries – 'This is cognitive, this is not cognitive' – prevents you from moving concepts from one field to another," he said. "If Newton, worried that people wouldn't understand, had decided to call the force that makes an apple fall from a tree 'gravity' and the force that keeps the moon going around the Earth 'shmavity', maybe it would've been simpler," Levin said. "But he'd have missed out on a great conceptual unification."
It would have been impossible, though, to unify "gravity" and "shmavity" without a widely accepted definition of "force". Biology is struggling with definitions: clear terms of reference, even if they are works in progress, for fundamental concepts such as "intelligence". Perhaps this is unavoidable for a species that has long used itself as a measure of intelligence – without even knowing how its own intelligence comes about. But ambiguity will hobble us as we try to understand what life is and how many different ways it has found to do what it needs to do. Reproduce. Survive. Find its way to food through a literal or metaphorical maze. Stay in the shade, unless the sun is more beneficial; stay where it's dry, unless the wet is better. Sense the world, and find a place in it.
OpenBSD 8.0 brings bigger virtual machines, graphics improvements, and another helping of AI mockery. The round version number doesn't signal a radical break with its predecessors.
OpenBSD 8.0 is the 61st release of the project. Developer Bryan Steele posted a highlights rundown on Mastodon. Wireless improvements include updates to the qwx driver for Qualcomm Wi-Fi 6 hardware. Its VMM/VMD hypervisor now supports multiprocessor VMs with up to 64 virtual CPUs in each guest.
The kernel virtual memory address space on x86-64 is now 512 GB, up from 4 GB, allowing for GPUs with large amounts of VRAM. On Arm64 machines, OpenBSD supports hibernation, and on both x86-64 and Arm64 it can use CPU AES instructions for faster encrypted swap.
Component upgrades include OpenSSH 10.6 and LibreSSL 4.4.0, and the DRM graphics driver stack from Linux 6.18. The default C compiler is Clang/LLVM 22, including for the SPARC64 edition – but at the cost of dropping support for the Loongson architecture.
The list of errata is short, with just four fixes – but then, version 8.0 is very new. Just days before this release, there was a high-profile OpenBSD issue: Calif's "Big Fish" research describes a decades-old shared-memory bug chained with a separate kernel flaw to gain local root access. Both were fixed in OpenBSD 7.9, through errata 026 and 018 respectively.
Project leader Theo de Raadt forked OpenBSD from NetBSD 1.0 in 1995, and the first release of the new OS was OpenBSD 1.2 in July 1996 – so version 8.0 is as close as the project will get to a 30th anniversary release. According to Calif's proof-of-concept code on GitHub, the bug was in the original code that both OpenBSD and NetBSD inherited from the original BSD codebase – which is how come there's a 37-year-old bug in a 30-year-old project. A HackerNews comment says: "Interestingly, looks like this was accidentally fixed in NetBSD during a rewrite of that code in August of 1999."
The project has not updated its infamous slogan. The homepage still proclaims: "Only two remote holes in the default install, in a heck of a long time!"
As we noted in May when OpenBSD 7.9 appeared, the project rejects code generated by LLMs, although on the basis of licensing concerns rather than its cousin NetBSD's explicit anti-AI stance. As we reported recently, this strict anti-AI stance seems to be serving NetBSD well.
OpenBSD is also an anti-AI project, and for this release, the website goes out of its way to make that very clear. OpenBSD's mascot is a pufferfish, and in the banner artwork for the new release, "Puffy" has an extra eye – and the signpost in the image's background also has malformed text, a hallmark of early image-generation bots. The eyes are also constantly blinking – one at a time – to emphasize that this is a reference to Blinky the mutant fish from The Simpsons. In case you missed The Simpsons reference, the version 8.0 release theme song makes it even more explicit: it's titled "The Simps on AI." The lyrics and the vocals parody both Simpsons characters and AI users. Our favorite line sounds like Grampa Simpson, and says:
We've seen negative reactions online, but then we often find that some people lack much of a sense of humor. For our part, we really enjoyed seeing the OpenBSD team having such fun. We reckon it will appeal to many Butlerian Jihadi types. It certainly did to The Reg FOSS desk.
A couple of days before the 8.0 release came an unexpected announcement on the openbsd-ports mailing list: a proposed port of Wine for OpenBSD.
This is a new version of the Wine 11 runtime that allows Windows binaries to launch and run on OpenBSD. This is a 64-bit version of Wine for OpenBSD on x86-64, and for now, this means it can only run 64-bit Windows code.
(For the technical nitty-gritty: Wine needs to manipulate the CPU's GS register. Windows on x86-64 uses the GS segment base to locate the Thread Environment Block (TEB), as the late great Geoff Chappell explained. This is a very longstanding Windows data structure, going all the way back through Windows 95 to OS/2. The port was particularly tricky because OpenBSD doesn't allow programs to alter that, so the port is emulating instructions that use the %gs segment override. The snags are that this means 32-bit code doesn't work, and secondly, because this is unnecessary on Linux, the code is unlikely to be merged back into upstream Wine.)
If you want to see it working, there are a few screenshot galleries on Reddit's openbsd_gaming group, showing a number of recent major titles running: Some samples from WIP wine port, more wine-on-OpenBSD screenshots, and even more wine-on-OpenBSD proof.
The port comes hedged with caveats, notable among them that Wine does not do any kind of sandboxing, so using it potentially opens up OpenBSD to Windows malware. However, for some users, this could be a very useful addition.
OpenBSD is the simplest and cleanest member of the BSD family, indeed, of the FOSS Unix family. Part of this is because entire subsystems are missing that the other BSDs provide. Bluetooth connections to Apple's wireless keyboards and pointing devices aren't supported. There's no logical volume management – which would massively help with OpenBSD's complex disk partitioning. There's no journaling filesystem either (although a port of the new Gefs is in progress). While small and clean, its priorities favor security and simplicity, though performance will depend on the hardware and workload.
Importantly – since you probably will need to ask for help – the OpenBSD community does not have a reputation for friendliness.
Saying that, it is quite a lot easier to get OpenBSD installed and running, complete with its 25-year-old version 2.2.5 of the Fvwm window manager, than either NetBSD or FreeBSD. If you're looking for an AI-free, and indeed systemd-free, path away from Linux, OpenBSD 8.0 is very definitely worth a try.
More than 11 percent of the GPUs at Meta's Prometheus supercluster in New Albany, Ohio, are either dead or sitting idle waiting to step in when the next drops out, Zuckercorp revealed this week.
The massive pool of redundant GPUs is just one of several measures the hyperscaler has taken to keep its AI training runs on track.
Prometheus is among Meta's largest compute deployments to date. Powered by Nvidia's Grace Blackwell and (soon) Vera Rubin rack systems, Meta says the supercluster will eventually scale to a gigawatt of capacity spanning about a million accelerators.
But as anyone who has worked on a large scale compute cluster understands, whether for LLM training or traditional HPC workloads, more chips inevitably means more problems.
In an eight-GPU node, the chance of having a GPU fail is relatively low. In a 100,000-GPU cluster, failures are unavoidable. Meta is building something that's 10x larger and requires distributed training runs across multiple datacenters. Keeping the entire thing humming long enough to reach the next checkpoint becomes a major headache.
In a blog post published this week, Meta offered a unique look at the work it's done to keep failures from derailing the development of models like Muse Spark or its most recent release Muse Wonder.
When Meta began the first phase of its Prometheus deployment in New Albany, the company says, it was experiencing roughly 1,000 interruptions per day for every 8,000 GPUs.
Interruptions don't mean GPU failure. They simply mean something crashed, failed, or timed out, forcing the training run to stop and roll back to the last known good checkpoint.
Meta claims in the year since it's been able to cut down the number of interruptions by 99 percent, to about 11 per day per 8,000 GPUs.
One of the ways it's done this is by keeping some of Prometheus' GPUs in reserve. The cluster is currently powered by a combination of GB200 and GB300 systems, each with 72 GPUs per NVLink domain. However, only 64 of them are ever in use at any given moment. The other eight are essentially hot spares.
Meta did this because a single failed GPU would take out an entire rack and interrupt the training run. Now, when a GPU fails, one of the spares can slot in and take its place. While this saves time — Meta doesn't have to drop the entire rack from the cluster or wait for someone to swap the faulty component to start training again — a failed GPU would still result in an interruption, albeit a shorter one.
To mitigate this, Meta took advantage of the fact that large scale training jobs usually use data parallelism, where multiple copies of the model are resident within the cluster.
"When a fault can be isolated to a data-parallel model replica, we reduce the impact of a hardware failure by allowing a single faulty replica to be taken offline, while the remaining cluster repeats that step and continues productive training," Meta explained. "The compromised slice simply restarts on available spare hosts and resynchronizes, converting a potential total system halt into a minor, temporary reduction in aggregate throughput."
In other words, Meta's training runs only get interrupted if the fault exceeds the data parallel domain. When this happens, the company has implemented a comprehensive checkpointing scheme, which you can think of a bit like auto-save or a revision history. That way if something does fail, Meta doesn't have to start over from scratch.
"Our distributed checkpointing architecture asynchronously saves the model state — including gradients and optimizer data — to multi-tier storage," the company wrote.
Meta says one of the most difficult challenges was making the NVLink fabrics used to connect 72 GPUs behave like one great big accelerator. Earlier H100 and H200-based systems featured just eight GPUs per NVLink domain, which meant the links were far shorter and less numerous. But this functionality was expanded nine-fold with Nvidia's Blackwell generation.
"With over 600,000 NVLink connections, even marginal signal degradation triggers frequent NVLink recovery cycles," the company wrote.
To overcome this, Meta had to implement a continuous telemetry system and conduct L11 diagnostic burns to isolate weak links before the systems were put into production.
Power was another challenge. Ramping up and down tens of thousands of GPUs for a training run can introduce massive spikes in power consumption called transients, which can overwhelm power supply equipment.
According to Meta, by focusing on the stability and reliability of its cluster, it was able to achieve more than 85 percent "goodput" — a measure of useful throughput — for pretraining and more than 90 percent for reinforcement learning on its latest model Muse Wonder.
The company's ambitions don't stop here. As it works its way toward a million GPUs, Meta hopes to get its interruption rate down to just two per day for every 8,000 GPUs, or about 100,000 GPU-hours mean time between interrupts.
Unknown hackers hijacked more than 300 Tor exit nodes and reconfigured them to favor unencrypted email traffic and redirect SSH connections through servers they controlled, a researcher reported Tuesday.
The hijacking began in late August, when according to Tor volunteers, the attacker used a valid password that had been reused to gain access to a Tor management server. The attacker then installed Ebury, a backdoor written for Linux that was discovered 12 years ago.
Then the attacker connected from the management server to a second Tor server, called Switzerland2, through SSH, using an RSA key that, for unknown reasons, investigators couldn't find among Switzerland2's authorized keys. With administrative control of Switzerland2, the attackers installed Ebury there as well. Finally, the attacker reconfigured settings on two exit nodes that Switzerland2 hosted.
Ultimately, 333 exit relays were involved in the SSH and email interception campaign, although investigators haven't established how the attackers gained control of all the underlying servers. The attackers then reconfigured the servers. One set of changes redirected SSH traffic traversing Tor to one of 12 attacker-controlled interceptor servers. Tor users who ignored warnings that the SSH host key had changed would then enter their SSH passwords.
A second set of changes caused the exit nodes to block ports 25, 465, 587, 993 and 995—used to accept various forms of encrypted email—while continuing to allow ports for receiving unencrypted email. If email services downgraded the connections, the attackers used their access to the exit nodes to obtain unencrypted messages. It's unclear whether any such downgrade attempts succeeded. The hijacking occurred from October 2 to October 5.
Tor volunteers partially outlined the initial compromise of the management server and Switzerland2 and the attempt to intercept unencrypted email. Tuesday's report revealed many new details, including how many exit nodes were compromised and how the attackers used them to redirect SSH traffic.
"If you happen to get a circuit that exits over one of those 333 infected exit nodes, you won't notice anything at first," Kaba, the name of the Tor volunteer who authored the post, wrote. "Encrypted web traffic is forwarded as usual, but if you attempt an SSH connection over Port 22, you're unknowingly redirected to one of 12 SSH interception servers. That's exactly what happened to me on Friday morning." Kaba then received the following warning:
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
@ WARNING: REMOTE HOST IDENTIFICATION HAS CHANGED! @
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
IT IS POSSIBLE THAT SOMEONE IS DOING SOMETHING NASTY!
Someone could be eavesdropping on you right now (man-in-the-middle attack)!
It is also possible that a host key has just been changed.
The fingerprint for the ED25519 key sent by the remote host is
SHA256:6baCZCPsl+AfQuujUS81fMEE/C7UeJ+AwjrImqmDB3E.
Please contact your system administrator.The volunteer investigated further and found that when people ignored the warning, the attacker (1) stole the SSH password, (2) opened a connection to the server and observed all typed commands, and (3) opened a second connection and infected the server with Ebury.
To investigate the campaign, Kaba created a script that polled all of Tor's roughly 3,000 exit nodes to check whether they received a correct SSH fingerprint from a test server. The test server then checked whether the connection came from a pinned exit node or one of 12 SSH interception servers used by the attacker. The volunteer further set up a honeypot to observe the interception software attempting to log in and install Ebury.
Several mysteries remain. Tor volunteers still don't know how the attackers accessed so many servers. One possibility is that a company hosting them was hacked, but the theory is inconclusive. Another open question is who is behind the attack. "The use of Ebury and the broad collection of unencrypted data point to a financially motivated crime group," Kaba wrote. "Though this too is just speculation."
A last perplexing finding: why did Switzerland2 accept an RSA key when there's no evidence it was an authorized SSH certificate?
The takeaway from the event is the crucial role defense in depth plays in preventing data theft in mass hacks like this one. Those measures include configuring email accounts to accept only encrypted traffic and reject unencrypted ports. Another is to disable password authentication in favor of SSH keys.
A team from Flinders University's Biomedical Nanoengineering Laboratory has found that vanillin has pronounced antioxidant, anti-inflammatory and antibacterial properties, making it a good candidate for wound-healing formulations.
Vanillin is the primary chemical component extracted from natural vanilla pods, but is a compound that can also be synthetically produced from clove oil or rice. Apart from being a sensory additive – used as a key ingredient in many foods for its sweet aroma and flavour – vanillin is also a functional molecule, serving as a dynamic crosslinker and functional element in material design.
By placing vanillin within a food-to-function framework, the researchers have linked its chemical properties to biological activity and potential biomedical applications.
"Vanillin is among the most widely used flavour compounds in the global food system, valued for its sensory attributes, chemical stability and long history of safety – and that can be transferred to other areas, such as medical uses," says Professor Krasimir Vasilev, Professor of Biomedical Nanotechnology at Flinders University and Director of Flinders' Biomedical Nanoengineering Laboratory.
"Because vanillin's synthetic form is abundant and cost-effective, we believe vanillin-based formulations may offer safe and multifunctional solutions for ulcer treatment and targeted drug delivery, especially of hydrophobic compounds.
"Owing to its amphiphilic molecular structure, vanillin can interact with reactive oxygen species, cellular membranes and polymeric matrices, providing a basis for its incorporation into functional formulations."
This study continues explorations by Flinders researchers into other foods that can provide medical benefits – including using peppermint oil in a versatile new medical coating, which was published by Small journal in February 2026. For this, the Flinders team created a nanoscale peppermint‑oil derived coating that protects against infection, inflammation and oxidative stress, while remaining compatible with human tissue and suitable for medical materials.
The idea for this thread of food-based research emerged after Professor Vasilev noticed that eating peppermint leaves from his drink significantly relieved his sore throat, inspiring him to explore whether its bioactivity could be converted into a durable coating using plasma technology – something he has been researching for more than two decades.
The Flinders researchers share similar enthusiasm for the new studies into vanillin – especially because the availability of vanillin as a low-cost small molecule that is compatible to good manufacturing offers a clear advantage for industrial scale-up, formulation reproducibility, and supply chain robustness.
Journal Reference: "Vanillin as a bioactive component in biomedical formulations for chronic wound healing and tissue regeneration", by Borislav Stoilov, Vi Khanh Truong, Christopher Delaney and Krasimir Vasilev, International Journal of Pharmaceutics. DOI: 10.1016/j.ijpharm.2026.127263