How uncrewed narco subs could transform the Colombian drug trade

https://www.technologyreview.com/2026/02/19/1132619/uncrewed-narco-subs-transform-columbian-drug-trade/

On a bright morning last April, a surveillance plane operated by the Colombian military spotted a 40-foot-long shark-like silhouette idling in the ocean just off Tayrona National Park. It was, unmistakably, a “narco sub,” a stealthy fiberglass vessel that sails with its hull almost entirely underwater, used by drug cartels to move cocaine north. The plane’s crew radioed it in, and eventually nearby coast guard boats got the order, routine but urgent: Intercept.

In Cartagena, about 150 miles from the action, Captain Jaime González Zamudio, commander of the regional coast guard group, sat down at his desk to watch what happened next. On his computer monitor, icons representing his patrol boats raced toward the sub’s coordinates as updates crackled over his radio from the crews at sea. This was all standard; Colombia is the world’s largest producer of cocaine, and its navy has been seizing narco subs for decades. And so the captain was pretty sure what the outcome would be. His crew would catch up to the sub, just a bit of it showing above the water’s surface. They’d bring it to heel, board it, and force open the hatch to find two, three, maybe four exhausted men suffocating in a mix of diesel fumes and humidity, and a cargo compartment holding several tons of cocaine.

The boats caught up to the sub. A crew boarded, forced open the hatch, and confirmed that the vessel was secure. But from that point on, things were different.

First, some unexpected details came over the radio: There was no cocaine on board. Neither was there a crew, nor a helm, nor even enough room for a person to lie down. Instead, inside the hull the crew found a fuel tank, an autopilot system and control electronics, and a remotely monitored security camera. González Zamudio’s crew started sending pictures back to Cartagena: Bolted to the hull was another camera, as well as two plastic rectangles, each about the size of a cookie sheet—antennas for connecting to Starlink satellite internet.

The authorities towed the boat back to Cartagena, where military techs took a closer look. Weeks later, they came to an unsettling conclusion: This was Colombia’s first confirmed uncrewed narco sub. It could be operated by remote control, but it was also capable of some degree of autonomous travel. The techs concluded that the sub was likely a prototype built by the Clan del Golfo, a powerful criminal group that operates along the Caribbean coast.

For decades, handmade narco subs have been some of the cocaine trade’s most elusive and productive workhorses, ferrying multi-ton loads of illicit drugs from Colombian estuaries toward markets in North America and, increasingly, the rest of the world. Now off-the-shelf technology—Starlink terminals, plug-and-play nautical autopilots, high-resolution video cameras—may be advancing that cat-and-mouse game into a new phase.

Uncrewed subs could move more cocaine over longer distances, and they wouldn’t put human smugglers at risk of capture. Law enforcement around the world is just beginning to grapple with what the Tayrona sub means for the future—whether it was merely an isolated experiment or the opening move in a new era of autonomous drug smuggling at sea.


Drug traffickers love the ocean. “You can move drug traffic through legal and illegal routes,” says Juan Pablo Serrano, a captain in the Colombian navy and head of the operational coordination center for Orión, a multiagency, multinational counternarcotics effort. The giant container ships at the heart of global commerce offer a favorite approach, Serrano says. Bribe a chain of dockworkers and inspectors, hide a load in one of thousands of cargo boxes, and put it on a totally legal commercial vessel headed to Europe or North America. That route is slow and expensive—involving months of transit and bribes spread across a wide network—but relatively low risk. “A ship can carry 5,000 containers. Good luck finding the right one,” he says.

Far less legal, but much faster and cheaper, are small, powerful motorboats. Quick to build and cheap to crew, these “go-fasts” top out at just under 50 feet long and can move smaller loads in hours rather than days. But they’re also easy for coastal radars and patrols to spot.

Submersibles—or, more accurately, “semisubmersibles”—fit somewhere in the middle. They take more money and engineering to build than an open speedboat, but they buy stealth—even if a bit of the vessel rides at the surface, the bulk stays hidden underwater. That adds another option to a portfolio that smugglers constantly rebalance across three variables: risk, time, and cost. When US and Colombian authorities tightened control over air routes and commercial shipping in the early 1990s, subs became more attractive. The first ones were crude wooden hulls with a fiberglass shell and extra fuel tanks, cobbled together in mangrove estuaries, hidden from prying eyes. Today’s fiberglass semisubmersible designs ride mostly below the surface, relying on diesel engines that can push multi-ton loads for days at a time while presenting little more than a ripple and a hot exhaust pipe to radar and infrared sensors.

A typical semisubmersible costs under $2 million to build and can carry three metric tons of cocaine. That’s worth over $160 million in Europe—wholesale.

Most ferry between South American coasts and handoff points in Central America and Mexico, where allied criminal organizations break up the cargo and slowly funnel it toward the US. But some now go much farther. In 2019, Spanish authorities intercepted a semisubmersible after a 27-day transatlantic voyage from Brazil. In 2024, police in the Solomon Islands found the first narco sub in the Asia-Pacific region, a semisubmersible probably originating from Colombia on its way to Australia or New Zealand.

If the variables are risk, time, and cost, then the economics of a narco sub are simple. Even if they spend more time on the water than a powerboat, they’re less likely to get caught—and a relative bargain to produce. A narco sub might cost between $1 million and $2 million to build, but a kilo of cocaine costs just about $500 to make. “By the time that kilo reaches Europe, it can sell for between $44,000 and $55,000,” Serrano says. A typical semisubmersible carries up to three metric tons—cargo worth well over $160 million at European wholesale prices.

tangle of wires and a black box that says, "NAC-3"
Starlink panel with a rusty mount
hands holding a Starlink antenna
rusty round white surveillance camera

Off-the-shelf nautical autopilots, WiFi antennas, Starlink satellite internet connections, and remote cameras are all drug smugglers need to turn semisubmersibles into drone ships.

As a result, narco subs are getting more common. Seizures by authorities tripled in the last 20 years, according to Colombia’s International Center for Research and Analysis Against Maritime Drug Trafficking (CMCON), and Serrano admits that the Orión alliance has enough ships and aircraft to catch only a fraction of what sails.

Until now, though, narco subs have had one major flaw: They depended on people, usually poor fishermen or low-level recruits sealed into stifling compartments for days at a time, steering by GPS and sight, hoping not to be spotted. That made the subs expensive and a risk to drug sellers if captured. Like good capitalists, the Tayrona boat’s builders seem to have been trying to obviate labor costs with automation. No crew means more room for drugs or fuel and no sailors to pay—or to get arrested or flip if a mission goes wrong.

“If you don’t have a person or people on board, that makes the transoceanic routes much more feasible,” says Henry Shuldiner, a researcher at InSight Crime who has analyzed hundreds of narco-sub cases. It’s one thing, he notes, to persuade someone to spend a day or two going from Colombia to Panama for a big payout; it’s another to ask four people to spend three weeks sealed inside a cramped tube, sleeping, eating, and relieving themselves in the same space. “That’s a hard sell,” Shuldiner says.

An uncrewed sub doesn’t have to race to a rendezvous because its crew can endure only a few days inside. It can move more slowly and stealthily. It can wait out patrols or bad weather, loiter near a meeting point, or take longer and less well-monitored routes. And if something goes wrong—if a military plane appears or navigation fails—its owners can simply scuttle the vessel from afar.

Meanwhile, the basic technology to make all that work is getting more and more affordable, and the potential profit margins are rising. “The rapidly approaching universality of autonomous technology could be a nightmare for the U.S. Coast Guard,” wrote two Coast Guard officers in the US Naval Institute’s journal Proceedings in 2021. And as if to prove how good an idea drone narco subs are, the US Marine Corps and the weapons builder Leidos are testing a low-profile uncrewed vessel called the Sea Specter, which they describe as being “inspired” by narco-sub design.

The possibility that drug smugglers are experimenting with autonomous subs isn’t just theoretical. Law enforcement agencies on other smuggling routes have found signs the Tayrona sub isn’t an isolated case. In 2022, Spanish police seized three small submersible drones near Cádiz, on Spain’s southern coast. Two years later, Italian authorities confiscated a remote-­controlled minisubmarine they believed was intended for drug runs. “The probability of expansion is high,” says Diego Cánovas, a port and maritime security expert in Spain. Tayrona, the biggest and most technologically advanced uncrewed narco sub found so far, is more likely a preview than an anomaly.


Today, the Tayrona semisubmersible sits on a strip of grass at the ARC Bolívar naval base in Cartagena. It’s exposed to the elements; rain has streaked its paint. To one side lies an older, bulkier narco sub seized a decade ago, a blue cylinder with a clumsy profile. The Tayrona’s hull looks lower, leaner, and more refined.

Up close, it is also unmistakably handmade. The hull is a dull gray-blue, the fiberglass rough in places, with scrapes and dents from the tow that brought it into port. It has no identifying marks on the exterior—nothing that would tie it to a country, a company, or a port. On the upper surface sit the two Starlink antennas, painted over in the same gray-blue to keep them from standing out against the sea.

I climb up a ladder and drop through the small hatch near the stern. Inside, the air is damp and close, the walls beaded with condensation. Small puddles of fuel have collected in the bilge. The vessel has no seating, no helm or steering wheel, and not enough space to stand up straight or lie down. It’s clear it was never meant to carry people. A technical report by CMCON found that the sub would have enough fuel for a journey of some 800 nautical miles, and the central cargo bay would hold between 1 and 1.5 tons of cocaine.

At the aft end, the machinery compartment is a tangle of hardware: diesel engine, batteries, pumps, and a chaotic bundle of cables feeding an electronics rack. All the core components are still there. Inside that rack, investigators identified a NAC-3 autopilot processor, a commercial unit designed to steer midsize boats by tying into standard hydraulic pumps, heading sensors, and rudder-­feedback systems. They cost about $2,200 on Amazon.

“These are plug-and-play technologies,” says Wilmar Martínez, a mechatronics professor at the University of America in Bogotá, when I show him pictures of the inside of the sub. “Midcareer mechatronics students could install them.”


For all its advantages, an autonomous drug-smuggling submarine wouldn’t be invincible. Even without a crew on board, there are still people in the chain. Every satellite internet terminal—Starlink or not—comes with a billing address, a payment method, and a log of where and when it pings the constellation. Colombian officers have begun to talk about negotiating formal agreements with providers, asking them to alert authorities when a transceiver’s movements match known smuggling patterns. Brazil’s government has already cut a deal with Starlink to curb criminal use of its service in the Amazon.

The basic playbook for finding a drone sub will look much like the one for crewed semisubmersibles. Aircraft and ships will use radar to pick out small anomalies and infrared cameras to look for the heat of a diesel engine or the turbulence of a wake. That said, it might not work. “If they wind up being smaller, they’re going to be darn near impossible to detect,” says Michael Knickerbocker, a former US Navy officer who advises defense tech firms.

Autonomous drug subs are “a great example of how resilient cocaine traffickers are, and how they’re continuously one step ahead of authorities,” says one researcher.

Even worse, navies already act on only a fraction of their intelligence leads because they don’t have enough ships and aircraft. The answer, Knickerbocker argues, is “robot on robot.” Navies and coast guards will need swarms of their own small, relatively cheap uncrewed systems—surface vessels, underwater gliders, and long-endurance aerial vehicles that can loiter, sense, and relay data back to human operators. Those experiments have already begun. The US 4th Fleet, which covers Latin America and the Caribbean, is experimenting with uncrewed platforms in counternarcotics patrols. Across the Atlantic, the European Union’s European Maritime Safety Agency operates drones for maritime surveillance.

Today, though, the major screens against oceangoing vessels of all kinds are coastal radar networks. Spain operates SIVE to watch over choke points like the Strait of Gibraltar, and in the Pacific, Australia’s over-the-horizon radar network, JORN, can spot objects hundreds of miles away, far beyond the range of conventional radar.

Even so, it’s not enough to just spot an uncrewed narco sub. Law enforcement also has to stop it—and that will be tricky.

man in naval uniform pointing at a map
To find drone subs, international law enforcement will likely have to rely on networks of surveillance systems and, someday, swarms of their own drones.
CARLOS PARRA RIOS

With a crewed vessel, Colombian doctrine says coast guard units should try to hail the boat first with lights, sirens, radio calls, and warning shots. If that fails, interceptor crews sometimes have to jump aboard and force the hatch. Officers worry that future autonomous craft could be wired to sink or even explode if someone gets too close. “If they get destroyed, we may lose the evidence,” says Víctor González Badrán, a navy captain and director of CMCON. “That means no seizure and no legal proceedings against that organization.” 

That’s where electronic warfare enters the picture—radio-frequency jamming, cyber tools, perhaps more exotic options. In the simplest version, jamming means flooding the receiver with noise so that commands from the operator never reach the vessel. Spoofing goes a step further, feeding fake signals so that the sub thinks it’s somewhere else or obediently follows a fake set of waypoints. Cyber tools might aim higher up the chain, trying to penetrate the software that runs the vessel or the networks it uses to talk to satellite constellations. At the cutting edge of these countermeasures are electromagnetic pulses designed to fry electronics outright, turning a million-dollar narco sub into a dead hull drifting at sea.

In reality, the tools that might catch a future Tayrona sub are unevenly distributed, politically sensitive, and often experimental. Powerful cyber or electromagnetic tricks are closely guarded secrets; using them in a drug case risks exposing capabilities that militaries would rather reserve for wars. Systems like Australia’s JORN radar are tightly held national security assets, their exact performance specs classified, and sharing raw data with countries on the front lines of the cocaine trade would inevitably mean revealing hints as to how they got it. “Just because a capability exists doesn’t mean you employ it,” Knickerbocker says. 

Analysts don’t think uncrewed narco subs will reshape the global drug trade, despite the technological leap. Trafficking organizations will still hedge their bets across those three variables, hiding cocaine in shipping containers, dissolving it into liquids and paints, racing it north in fast boats. “I don’t think this is revolutionary,” Shuldiner says. “But it’s a great example of how resilient cocaine traffickers are, and how they’re continuously one step ahead of authorities.”

There’s still that chance, though, that everything international law enforcement agencies know about drug smuggling is about to change. González Zamudio says he keeps getting requests from foreign navies, coast guards, and security agencies to come see the Tayrona sub. He greets their delegations, takes them out to the strip of grass on the base, and walks them around it, gives them tours. It has become a kind of pilgrimage. Everyone who makes it worries that the next time a narco sub appears near a distant coastline, they’ll board it as usual, force the hatch—and find it full of cocaine and gadgets, but without a single human occupant. And no one knows what happens after that. 

Eduardo Echeverri López is a journalist based in Colombia.

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February 19, 2026 at 05:23AM

The Bright Headlight Problem Crash Reports Can’t See

https://www.autoblog.com/news/the-bright-headlight-problem-crash-reports-cant-see

Anyone who has driven at night recently knows the feeling. An oncoming SUV crests the hill, its LED headlights blazing, and for a moment, the road ahead disappears entirely. You squint, you look away, and then you carry on, rattled and blinking. And yet, according to IIHS crash data, this experience barely exists. Lawmakers in both Canada and the United States have started paying attention to that experience, pushing for tighter regulation on headlight brightness in recent years. The public frustration is widespread and only growing louder.

The response from safety researchers, however, has been dim in contrast. The IIHS examined crash data from 2015 to 2023 across multiple states and found that glare was cited in only one or two out of every 1,000 nighttime crashes. The IIHS interpretation is clear enough: better illumination saves lives, and dialing it back to please annoyed commuters would create bigger problems than it solves. On its own terms, that argument is hard to dismiss. But it sidesteps a quieter issue that is accumulating its own body of evidence.

When the Harm Doesn’t Show Up in Crash Reports

The problem with measuring glare purely through collision data is that many of its most damaging effects never register as direct causes. Discomfort glare, by definition, does not directly impair visual performance in the same way that disability glare does. Instead, it produces subjective discomfort, fatigue, and annoyance, which can lead to behavioural adaptations such as looking away or excessive blinking. A driver who looks away from an oncoming vehicle to protect their eyes is not going to show up in a crash report as a glare statistic, even if the behaviour contributed to a near miss.

Getty

The Fatigue Link Researchers Are Quietly Building

Research has found that exposure to headlamp illumination appears to have measurable impacts on driving behaviours associated with stress, distraction, and fatigue, including reductions in speed and lateral drift in lane position. In a large UK survey by the RAC and the College of Optometrists, nearly a fifth of motorists who still drive at night say bright headlights leave them feeling tired and fatigued while driving, while 16 percent reported headaches, migraines, or eye pain. Fatigue, of course, is among the most dangerous conditions a driver can be in, and it almost never gets attributed to oncoming headlights when a crash eventually occurs.

Mercedes-Benz

A Problem That Is Shrinking People’s Lives

Beyond fatigue, the scale of behavioural change being driven by headlight glare deserves more attention than a footnote in a crash report. RAC research shows that a quarter of drivers affected by glare are either driving less at night or have stopped altogether, rising to 43 percent among those aged 75 and above. Cognitive overload from dealing with glare forces drivers to divert attention away from where it needs to be.

In other words, the argument that glare is not meaningfully causing crashes may be technically accurate while completely missing what glare is actually doing to millions of people on the road every night. From elderly people losing independence to drivers feeling more fatigued at night than usual, the impact is real.

The IIHS is not wrong that better headlights save lives. But if the defence of brighter lights requires ignoring the fact that so many drivers are rearranging their lives around them, you might want to check whether the data is actually measuring the full cost, or just the parts that end up in a police report.

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February 19, 2026 at 09:33AM

These 3 popular password managers are insecure, researchers find

https://www.pcworld.com/article/3063480/these-3-popular-password-managers-are-insecure-researchers-find.html

Bitwarden, LastPass, and Dashlane are less secure than you might expect, at least if you go by the findings of security researchers at ETH Zurich and the Università della Svizzera italiana (USI) in Lugano.

They’ve allegedly discovered serious security vulnerabilities in these popular password managers. “In tests, they were able to view and even change stored passwords,” writes the editor (machine translated).

Why are they vulnerable?

Many password managers store passwords in encrypted form in the cloud. The advantage of this is that you can access your passwords across all your devices, no matter where you are. The important bit is that your passwords are encrypted, which guarantees that those passwords are secure against unauthorized access. Even if hackers gain access to the password manager’s servers, the encryption will thwart them.

But Swiss security researchers found vulnerabilities in popular password managers Bitwarden, LastPass, and Dashlane: “[The researchers’] attacks ranged from breaches of the integrity of targeted user vaults to the complete compromise of all vaults of an organization using the service. In most cases, the researchers were able to gain access to the passwords—and even manipulate them.”

The researchers demonstrated 12 attacks on Bitwarden, 7 on LastPass, and 6 on Dashlane. To do this, they set up their own servers that behaved like a hacked password manager server. The researchers then initiated “simple interactions that users or their browsers routinely perform when using the password manager, such as logging into the account, opening the vault, viewing passwords, or synchronizing data.”

The researchers found “very bizarre code architectures,” which were probably created because the companies were trying to “offer their customers the most user-friendly service possible, for example the ability to recover passwords or share their account with family members.”

This not only makes the code architectures more complex and confusing, but ends up increasing the number of potential attack points for hackers. The security researchers warn: “Such attacks don’t require particularly powerful computers and servers, just small programs that can spoof the server’s identity.”

Before publishing their findings, the researchers informed each password manager so they’d have enough time to fix the flaws. They all responded positively, but not all fixed the flaws at the same speed.

Blame it on outdated encryption methods

According to the researchers, the reason for the vulnerabilities is obvious: “Discussions with password manager developers have revealed their reluctance to release system updates, fearing their customers could lose access to their passwords and other personal data. These customers include millions of individuals and thousands of companies that entrust their entire password management to these providers. One can imagine the consequences of suddenly losing access to their data. Therefore, many providers cling to cryptographic technologies from the 1990s, even though these are long outdated.”

The only solution to this dilemma is for all password managers to be cryptographically updated, at least for new customers. Existing customers could then decide for themselves “whether they want to migrate to the new, more secure system and transfer their passwords there, or whether they want to remain with the old system—aware of the existing security vulnerabilities.”

What should you do?

The researchers reassure us that there’s no immediate danger, say they have “no reason to believe that password manager providers are currently malicious or compromised, and as long as this remains the case, your passwords are safe. However, password managers are high-profile targets, and security breaches do occur.”

Anyone considering a password manager should choose a password manager “that openly discloses potential security vulnerabilities, is externally audited, and has end-to-end encryption enabled by default.”

We recommend: NordPass

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Further reading: The best password managers, reviewed

via PCWorld https://www.pcworld.com

February 17, 2026 at 11:10AM

Scientists Discover Time Crystals You Can Hold—and They Levitate

https://gizmodo.com/scientists-discover-time-crystals-you-can-hold-and-they-levitate-2000721148

Last year, physicists created a time crystal—atomic arrangements repeating motion patterns—visible to the naked eye. But the latest research on this quantum eccentricity might represent more than a few steps forward.

This time crystal, described in a recent Physical Review Letters paper, is big enough to be held in your hand, and it levitates. Discovered by a team of physicists at New York University (NYU), the new type of time crystal consists of styrofoam-like beads that levitate on a cushion of sound while exchanging sound waves.

If that wasn’t strange enough, the time crystal does this by violating Newtonian physics—and the team believes that gives the new crystal both academic and practical significance.

“This was a discovery in the truest sense,” David G. Grier, the study’s senior author and a physicist at NYU, told Gizmodo. “Perhaps the most remarkable thing is that such rich and interesting behavior emerges from such a simple system.”

What are time crystals?

In 2012, Nobel laureate Frank Wilczek pitched an idea for an impossible crystal breaking the rules of symmetry in physics. Typically, solid crystals maintain a continuous lattice of their respective components. Time crystals, however, do the exact opposite, with the individual atoms inside them changing positions over time in a relatively defined pattern.

In the past decade or so, physicists have managed to find varying versions of Wilczek’s vision. But these instances mostly featured short-term, microscopic time crystals with little practical implications. It was only last year that one team at the University of Colorado Boulder proposed a time crystal design that we can actually see.

Styrofoam finds a new quirk

Nyu Time Crystal Levitation Setup
The setup of the new time crystal system. A bead (purple) is suspended in mid-air by sound waves emanating from (black) circular speakers arranged in a six-inch-tall 3D-printed frame. Credit: NYU Center for Soft Matter Research

The newly discovered time crystal may represent huge advances in the practical relevance of time crystals. For one, the bead in the experiment is expanded polystyrene—the same material used for packing styrofoam.

The team turned this common material into a time crystal by suspending styrofoam beads in sound waves. By itself, the bead floats motionlessly, but things begin to change once multiple beads levitate together.

In this system, each bead scatters its own share of sound waves. That contributes to an overall system of “unbalanced interactions” that essentially allows the particles to harvest and supply energy from the sound waves, Grier explained. “The key point is that time crystals select their own frequency without being told what to do by any external force.”

The simplest of them all?

What’s more, these interactions aren’t bound to Newton’s third law of motion, which dictates that two bodies exerting force on each other must exert the same amount of force in opposite directions.

“Think of two ferries of different sizes approaching a dock,” Mia Morrell, the study’s lead author and a graduate student at NYU, said in a university statement. “Each one makes water waves that push the other one around—but to different degrees, depending on their size.”

Time Crystals Nyu Stop Motion
A stop-motion image that shows pairs of millimeter-scale beads forming a time crystal over approximately one-third of a second in time. The colors represent the beads interacting at different stages during this period. Credit: NYU Center for Soft Matter Research

According to Grier, the sheer simplicity of this time crystal setup potentially makes it the “hydrogen atom” for this phenomenon—highlighting its potential across other contexts, such as “the neural pacemakers in our hearts to cyclic trends in financial markets.”

“We’re hoping that studying a minimal model will provide access to the deepest insights into the spontaneous emergence of clocks in more general and more complex manifestations,” he added.

via Gizmodo https://gizmodo.com/

February 13, 2026 at 05:08AM

The EVs That Handle Extreme Cold Best Aren’t Sold in the US

https://www.autoblog.com/news/the-evs-that-handle-extreme-cold-best-arent-sold-in-the-us

Extreme Winter Cold Greatly Affects EV Range

Cold weather is still one of the biggest real-world hurdles for EVs. When temperatures drop, battery chemistry slows down, internal resistance goes up, and the car has to work harder just to keep the battery and cabin warm. Even with the latest thermal management tech, range loss is something you can’t fully escape.

To see just how much cold weather hits EV range, Norwegian publication Motor ran its annual winter test. They took a wide mix of EVs through snowy highways and mountain roads, with temperatures dropping to -31°C (-24°F). According to the publication, each car was driven in normal conditions until it couldn’t safely go any farther.

At the end of the test, every EV in the test fell short of its certified range, and plenty lost more than a third of what’s promised. Of note, WLTP ratings, used in Europe, are more generous than US EPA numbers.

But here’s what really stood out: it wasn’t about which EV went the farthest, but which ones came closest to their rated range. And most of those top performers aren’t sold in the US.

Lucid

Highlights from the Test

Motor’s results highlight how much winter can cut into range, even for high-end, long-range EVs. The Lucid Air managed the longest real-world run at 323 miles, but that’s still a 46 percent drop from its 597-mile WLTP rating. The Mercedes-Benz CLA went from 441 miles to 262, a 41 percent hit. The Audi A6 e-tron dropped from 406 miles to 250, losing 38 percent.

Other big-name EVs saw the same kind of drop. The BMW iX managed 241 miles, down from a 398-mile WLTP figure – a 39 percent loss. The Tesla Model Y hit 223 miles versus its 391-mile rating, down 43 percent. Even the new Hyundai Ioniq 9 only managed 230 miles on an official 373-mile range, a 38 percent decline.


Least Affected EVs – All Not Sold in America

When ranked by percentage deviation rather than total distance, a different set of EVs emerges as the top performers. Compared to EVs that lost over 40 percent of their range, these models clearly have the edge in winter consistency. Most of them focus on smaller size, efficiency, and moderate power rather than headlining figures.

Model

WLTP Range (miles)

Achieved Range (miles)

Deviation

MG6S EV

301

214

-29%

Hyundai Inster

224

159

-29%

MG IM6

314

219

-30%

KGM Musso

235

163

-31%

Voyah Courage

273

186

-32%

Here’s the catch: none of these top winter performers are sold in America. Some are built in China, like the MGS6 EV; others are for Europe or select global markets, like the Hyundai Inster and KGM Musso. For now, American buyers can’t get their hands on the EVs that seem best suited for extreme cold.

Norway’s latest winter test drives home a simple point: if you live somewhere that’s cold for much of the year, range consistency matters more than big battery numbers.

Hyundai


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original article

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February 17, 2026 at 11:05AM

Earth orbit is getting crowded. Can this map of 1 million routes around our planet help prevent satellite collisions?

https://www.space.com/space-exploration/satellites/earth-orbit-is-getting-crowded-can-this-map-of-1-million-routes-around-our-planet-help-prevent-satellite-collisions

Space is getting crowded — nowadays, over 45,000 human-made objects orbit Earth. A portion of that figure is indeed represented by the thousands of satellites humans use for internet, GPS and other communications, but it also takes into account space junk from humanity’s previous space escapades.

Thus, figuring how to prevent collisions has become more important as space agencies continue to rocket new technology into low Earth orbit — and there’s already a brisk launch schedule planned for 2026. As such, researchers at the Lawrence Livermore National Laboratory (LLNL) in California have developed a new method for modeling orbits in cislunar space, which refers to the space between and around Earth and the moon.

"When you have a million orbits, you can get a really rich analysis using machine learning applications," LLNL scientist Denvir Higgins said in an announcement. "You can try to predict the lifetime of the orbit, try to predict stability or try to do anomaly detection to see if an orbit is moving in a strange way."

The researchers found that about half of the orbits they modeled remained stable for at least one year, and just under 10% remained stable for the full six years of the simulation.

"If you want to know where a satellite is in a week, there’s no equation that can actually tell you where it’s going to be," LLNL scientist Travis Yeager said in the release. "You have to step forward a little bit at a time."

The amount of computing power required to track a million obits over a six-year period in a simulated environment is significant. LLNL said they used 1.6 million CPU hours, which would take more than 182 years to process on a single computer. But using the lab’s Quartz and Ruby supercomputers, it only took three days to run the simulations.

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This work could be helpful in the future for determining busy intersections for satellites, LLNL says. The lab also noted that, as countries continue to launch satellites without worldwide coordination, this could be a useful tool.

via Latest from Space.com https://www.space.com

February 10, 2026 at 02:02PM