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Like an armadillo, a new soft robot rolls up to protect itself

25 September 2026 at 11:30

The three-banded armadillo has an unusual way to protect itself. When threatened, it rolls itself up. The adorable mammal’s thick plates form a nearly impenetrable ball that just may save its life. That ability has now inspired the outer shell for a new robot — one that can keep fragile stuff, such as electronics, from getting damaged.

Like an armadillo, the new device changes shape to protect itself with a rigid shell, says study leader Jianyu Zhou. He’s a mechanical engineer at North Carolina State University, in Raleigh.

His team’s new gadget starts out flat. But when touched, it can roll up into a wheel. A hard, 3-D printed outer surface will guard its contents from puncture, breakage or falls.

The design can protect components built into a device. But there’s also “an inner space,” Zhou adds. So it can hold and protect a small payload, too.

His NC State team describes its morphing robot and how it might be used in the May 27 Science Advances.

How to balance rigid and flexible

Zhou works in the lab of Yong Zhu, much of whose work has focused on flexible electronic devices — ones whose electronic innards tend to be fragile. Such gadgets might be wearable fitness trackers or patches that measure blood pressure or blood-sugar levels.

Zhu’s group also has created soft, squishy robots. Inspired by caterpillars, these might wriggle through debris after a natural disaster to help search for survivors or assess damage. They also might be sent out to explore and study hazardous sites, such as the floor of the deep ocean or areas near an active volcano.

Such outings could put soft, morphing robots at risk of getting crushed, fried or pulverized. “The natural question,” Zhu says, has been “how to protect those.”

When he and Zhou set out to explore new defenses for fragile electronics a few years ago, they looked to nature.

a photo of a skeleton of a three-banded armadillo locked into a ball
This skeleton of a three-banded armadillo shows how the creature can lock itself into a ball for protection. Polyoutis/Wikimedia Commons (CC BY-SA 4.0)

Some animals, such as turtles, have hard shells to keep predators or other dangers at bay. But the armor protecting three-banded armadillos and pangolins has another benefit: It can change shape, allowing the animals to form an almost perfect sphere.

Despite being able to morph, it offers a protective “rigid shell,” Zhou points out.

Anatomy of the robo-armadillo

It took the engineers more than a year to create their new robot. The challenge: They had to find a design that could curl up and lock into itself. For this, they took a layered approach. On the outside is a hard shell made from rigid, protective plates. They not only connect but also bend.

Inside this shell are layers of a flexible material that acts like a synthetic muscle. One layer expands when heated. Under that is a layer that contracts when heated. The innermost layer of the device is an inner skeleton made of almost-triangular pieces that lock together as the device rolls up. Zhou says it comes together like an origami creation.

On the left, two images show an armadillo standing normally, then curled into a ball under threat. On the right, two photos show a small robot lying flat in its relaxed state, then curled into a ball in its actuated state, mimicking the armadillo.
The three-banded armadillo (left) rolls itself up when it senses possible danger. So does a new electronic device (right).Jianyu Zhou/North Carolina State University

Next, the team had to create a sensor that, when triggered, will set the shell in motion. When it detects a vibration nearby, which could be as gentle as a touch, this sensor sends a signal to an actuator. That component turns on a tiny heater that warms the muscle-like material. That material contracts, pulling everything together to form a wheel-like structure. The entire process takes about a minute.

This three-banded armadillo and wildlife ambassador, Roswell, demonstrates how to roll up into a ball.

Nina Attias has been studying armadillos for decades as a conservation biologist in Brazil. She works for the Wildlife Conservation Network, based in San Francisco, Calif. “I am passionate about armadillos, I love them,” she says. She’s happy, but not surprised, that these animals inspired the new robot. “Once you start knowing about them,” she says, “you see that these are pretty amazing creatures.”

The new device impressively mimics the armadillo’s strengths, she says. Only three of the 20 known armadillo species can roll into a ball. Those include the three-banded armadillo native to South America. It’s super-sensitive to vibrations, she adds. It can sense yummy underground termites. These armadillos also can detect the approaching steps of a jaguar that views them as lunch.

After sensing a touch, the new device similarly rolls itself up. And its contracting material, between the shell and skeleton, act like the strong muscles that keep an armadillo’s armor in place. When an armadillo rolls up, “you can’t open it for anything,” Attias says.

The new device survived a range of tests. For instance, the researchers dropped it from a few feet onto a bed of tacks. Fragile objects inside it, including glass spheres and raspberries, remained unharmed.

What’s exciting about the new device, Zhou says, is how it brings rigid and soft parts together. “The armadillo offers a good balance between function and protection,” he says.

Zhu says it’s too soon to know how people might decide to use such a device. But he’s encouraged by the success of a nature-inspired way to solve an engineering problem. In future work, he says that he’ll be looking at other animals for more inspiration.

Unlocking sulfur's third electron boosts lithium-sulfur battery voltage and capacity

24 September 2026 at 13:20
While lithium-ion batteries (LIBs) remain the most widely used rechargeable batteries worldwide, energy engineers have been testing various alternatives with different underlying chemistries. These include lithium-sulfur batteries, which store and release energy by moving lithium ions between two electrodes on opposite sides of a cell, while sulfur undergoes reactions in the cathode (i.e., positive electrode).

Comment Signaler un SMS Frauduleux et Protéger Son Téléphone du Smishing

24 September 2026 at 11:00
Face à un SMS frauduleux, le réflexe immédiat consiste à ne jamais cliquer sur le lien, à transférer le message au 33700, puis à bloquer l’expéditeur avant de supprimer la conversation. Cette arnaque, appelée smishing, exploite l’urgence et l’usurpation d’identité pour voler des données...

Major producer of world's medical isotope supply is giant step closer to using proliferation-resistant nuclear fuel

23 September 2026 at 17:20
For decades, nonproliferation scientists and engineers at the U.S. Department of Energy's Argonne National Laboratory have helped convert the fuel in dozens of research reactors around the world so they can operate safely and more securely. They find ways to change systems that rely on highly enriched uranium fuel, which can be used to make weapons, to systems that use low-enriched uranium fuel. With every fuel conversion, Argonne has gained experience, insight and a reputation for expertise in solving some of the toughest reactor conversion problems.

Fat in ice cream waste can be economically recycled, study suggests

23 September 2026 at 16:20
Millions of pounds of nutrient-rich ice cream are discarded after production each year, according to the International Dairy Foods Association. Nearly 5% of the raw materials used in ice cream production end up as waste—representing millions of dollars in lost product per year. This waste primarily comes from batches discarded because of quality issues and waste generated during equipment cleaning. Regulations aimed at preventing cross-contamination with allergens have also greatly increased the amount of discarded ice cream over the past two decades.

Avast dépasse le simple scan de fichiers avec une protection plus large

23 September 2026 at 16:00
Avast One Premium ne se limite pas à bloquer les virus : la suite ajoute un VPN, des outils de confidentialité et plusieurs protections pour sécuriser les usages quotidiens.

Scientists test underwater solar panels that work 10 meters beneath the waves —breakthrough perovskite tech could support self-powered marine drones

  • Scientists have developed solar panels that can work up to 10 meters underwater
  • The panels can capture up to 324 mWh of energy at that depth
  • Each device is expected to last up to five and a half years at a time

A lot of devices are deployed underwater for research and exploration purposes, but powering them all can prove to be difficult, especially if they’re under the waves for a considerable period of time. A new scientific paper, however, has shown that solar panels can be successfully used at depths of up to 10 meters, potentially presenting a new way to keep underwater tech powered up and ready for action.

The paper was published in the Joule periodical and accompanied by a press release explaining its advances. The research was conducted by a team of scientists from Yunnan University in China, who said that a series of solar cells placed 32 feet (10 meters) below the water’s surface in the South China Sea were able to collect enough energy to power up a set of lithium-ion batteries in two hours.

The cells were made from lead halide perovskite with a polymer called polyhexamethylene guanidine hydrochloride added into the mix. This additive helped to enhance the effectiveness of the panels.

According to Wen-Hua Zhang of Yunnan University, “Very few studies have been reported on underwater solar cells, and all of them are focused on very shallow water depths of only two meters or less, a scenario far from catering for requirements of practical application.”

An underwater solar panel being tested

A photo of the prototype solar cells being tested in the South China Sea. (Image credit: Joule)

“This work presents the first functional validation of submerged solar cells practically operating at a water depth of up to about 10 meters, greatly broadening their application scope,” Zhang added. The researchers stated that each cell could be deployed for around five and a half years at a time.

The panels captured 1,416 milliwatt-hours (mWh) of electricity at a depth of two meters. This decreased to 752 mWh at six meters and 324 mWh at ten meters. During separate lab testing, the solar panels had a power conversion efficiency of just under 35%.

Paving the way

Underwater datacenter

Solar panels could one day be used to power ‘self-sustained marine energy systems and autonomous underwater devices,’ researchers believe. (Image credit: datacenterdynamics)

The idea behind this research is that underwater solar panels could be used to power devices such as sensors, cameras, communications systems, and more.

Many of these objects are stationary for much of the time, so nearby solar cells could help keep them topped up and working without necessarily requiring extensive human intervention.

One question that remains unanswered is how exactly solar panels like this would interact with their environment. For example, it’s likely that they would accumulate biomatter that could hinder their operation, potentially requiring regular cleaning in order to remain fully functional. After all, the sunlight that will power these cells could also promote the growth of plants and animals — a process known as biofouling.

Still, the research seems to have potential. As the authors noted, “This work paves the way for the practical deployment of perovskite photovoltaics in underwater environments, offering a promising route toward self-sustained marine energy systems and autonomous underwater devices.”

Snap is launching a new Specs AI tool, and it’s coming to iOS and Mac

17 September 2026 at 00:40

Snap is introducing "Specs Intelligence," a new AI assistant that can connect other digital accounts to help you with things like work tasks and keeping track of travel information. It seems similar to AI assistants like Meta's Muse and Gemini's Spark, though Snap is pitching Specs Intelligence as an "anticipatory AI service" that "helps you manage what needs attention today, so you can make progress toward your longer-term goals." Like with other AI assistants, you can also chat with it.

Specs Intelligence is being launched alongside Specs, Snap's first consumer pair of augmented reality glasses. But it's also available on iOS today in pre …

Read the full story at The Verge.

I wore Snap’s $2,200 smart glasses

17 September 2026 at 00:40

My favorite part of wearing the Specs, Snap's new augmented reality glasses, was playing dominoes. Sitting across the table from a Snap employee wearing the same pair of chunky glasses, I could select a virtual domino with a pinch and then move my hand to drop it in place, watching the tile snap down in front of us on a real table. It was unlike anything I've tried in other VR headsets or smart glasses - the ability to sit with another person and have a shared digital experience.

Snap really believes in AR glasses. The company has spent more than half a decade developing the technology, producing two generations of glasses that only ever sh …

Read the full story at The Verge.

If a Mac mini is agentic overkill, try this glowing pyramid that runs personal bots

17 September 2026 at 00:28
Autonomous.ai, an eleven-year-old manufacturer of techno-toys, high-end workstations, and office furniture, has released a small machine called Intern 2 for running AI agents like Hermes or OpenClaw. The company's first Intern device shipped in March, around the time OpenClaw became popular. "People use them for various tasks in a creative way," said Dee Tran, head of AI hardware. "The most common use cases are repetitive cronjobs, loops, and scheduled tasks." Priced at $299, the 4.7-inch pyramid-shaped machine looks more ornamental than computational. We're not sure exactly what's inside because the company's product listing says it includes an OrangePi board, but its press release says it can also include a Raspberry Pi 4 or 5. Autonomous.ai has not responded to several requests for clarification. We'll update the story if they respond. What we do know is that the company sells the devices preconfigured with Hermes or OpenClaw, or will install an agent of your choice for an extra $50. There's also a mic, a speaker, and support for USB-C, Wi-Fi 5, and Bluetooth 5 - all sitting under an illuminated capstone. The device doesn't run a local model. Instead, it accesses cloud-based inference and comes with an allowance of ten million tokens per day from Autonomous' own gateway. "We have an internal router that fuses different models and decides in real time which model to use for each task," explained Tran. That service means Tran sees the device as a less scary way to run an AI agent than using local models. "Buying a second Mac just for background tasks is overkill, but letting an AI agent loose on your main laptop feels pretty sketchy," he told The Register. It's also possible to point Intern 2 at a local model on separate hardware running an OpenAI-compatible server. The operating system (Autonomous-os) is open source under Apache 2.0, except for the hardware abstraction layer (HAL) under GPL-3.0, so further modification is possible. If you want to run local models at speed, Autonomous.ai has you covered. The company also sells computers packing high-end GeForce GPUs at prices that range from $26,100 to $93,900. Having dedicated hardware to run AI resolves some of the issues around enabling agents to operate without supervision. So if you wanted to entrust an AI agent to deal with email, scheduling, GitHub interaction, social media post automation, research, or some similarly hands-off task, Intern 2 could mean you can do so with less concern about unrequested file deletion. Whether anyone wants to receive your agent's automated messages is another issue worth considering. "For now, I don't think auto-sending (slop haha) emails works," Tran said. "But we've seen AI improve so much in many different areas. I barely write code any more. AI writes all of my code and code is a really complex form of language. AI even designs our products now." Maybe one day AI will buy them too. ®

Hackers found Flock cameras can track more than just cars — and Boston officials found camera data was shared despite being told it wouldn’t be

  • Boston officials released a report explaining why they won't use Flock cameras
  • It reveals that Flock shared camera data despite saying it wouldn't
  • Hackers also discovered that Flock cameras track more than just license plates

The Flock backlash might have taken a backseat to more recent tech news — namely, whether AI development needs to slow down before superintelligence wipes us out, or, on a lighter note, Apple’s first foldable iPhone — but the anti-surveillance crusade is continuing, with Boston officials and its police department announcing the city will not be relying on the service any longer.

This follows the publishing of a 2025 report which included details on a Flock pilot the city ran in 2025. According to the report, the city discovered Flock was sharing data with external law enforcement agencies — despite Flock’s agreement with Boston saying data sharing was to be turned off, and the company confirming this was the case.

In response, city officials and Boston's police department have committed to no longer using Flock cameras going forward. However, it’s worth noting this is not an absolute win for privacy advocates. Boston police department has already begun pilots with two of Flock's rivals: a Motorola trial began back in February, while an Axon pilot began in June, suggesting it might merely move to a different Automatic License Plate Recognition (ALPR) service.

Flock license plate reader

(Image credit: Flock)

This also comes as hackers have discovered precisely what Flock cameras track, and it’s not just license plates. Analyzing encrypted data, hackers found the cameras also detect people and bicycles — and they can also pick up and isolate specific bumper stickers.

The fact that the cameras are able to pick up and monitor so much more than some may have realized is worrying enough, but what’s extra concerning is that this data was recovered from a physical camera.

Hopefully Flock will solve this soon, but currently it means anyone with the right hacking skills could tear down a camera and access a chunk of the data stored inside the device — meaning you might not just need to worry about what officials can do with your data

A hooded figure in front of a laptop. Digital symbols obscure his face and appear to be pouring out of his head

(Image credit: Getty Images)

Is there a right way to use ALPR?

For many, the answer to the question of if there’s a right way to use Flock or similar cameras is an emphatic no, but for advocates of the tech, there are sensible measures police departments could be using to minimize abuse.

Limiting automatic sharing of data to other agencies and restricting the police officers with access are a good starting point. They also argue that all Flock data requests should require case numbers to be attached, and for officers to provide a reason for each request.

Advocates argue this limits the likelihood that bad actors will be able to sneak a peek at Flock data, ensures that accessing ALPR information has a purpose, and creates checks and balances to prevent overreach from law enforcement agencies. As such, many agencies now deploy these methods.

However, some of these practices have been undermined by recent reports. Records obtained by the Electronic Frontier Foundation show that many officers’ reasons for accessing the data include excuses like “LMAO,” “idk lol,” “TBD,” “Sexy,” and similar phrases. Others took to simply smashing their keyboards to fill the form with random letters.

Flock Safety Camera

(Image credit: Tony Webster - Flock Safety ALPR Camera)

What’s more, in an attempt to make it easier to fill in records but still keep data transparent, Flock introduced prepared options like “Traffic infraction,” though some argue this is a step backwards, as it means officers have even less need to articulate their reasoning for accessing ALPR data — and it really doesn’t help when one option is a generic “Other.”

The EFF reached out to several police departments, and it seems that some have been reprimanded, while others claim department policy has changed since the nonsense reasons were given.

However, even if these forms were filled in correctly, or seemingly correctly, they wouldn’t prevent privacy violations. They’d merely allow someone to possibly audit the data after the fact to spot misuse if the forms were investigated.

That’s why many are saying the best protection — besides pulling down ALPR cameras entirely — is to require a warrant for each search.

Though tearing the cameras down might simply be the best approach, especially after that example above, where it shows ALPR cams see a lot more than we might credit them for, and that some of a camera’s data can be accessed by hackers who know what they’re after.

We’ll need to wait and see how things develop, but Flock’s troubles don’t seem to be ending soon.

Researchers achieve ionic liquid membrane-based recovery of nitrogen compounds from liquid fuels

16 September 2026 at 20:40
Biomass-derived oils are important sustainable alternatives to petroleum-based liquid fuels. However, biomass oil mixtures contain much higher concentrations of cyclic nitrogen compounds that contribute to NOx emissions and deactivate refining catalysts. This necessitates their removal by a hydrogen-intensive hydrodenitrogenation (HDN) process that consumes high energy. Therefore, efficient pre-HDN removal of nitrogen compounds is required to lower hydrogen and energy consumption when upgrading nitrogen-rich liquid fuels.

Apple might make servers again to cash in on the AI rush

16 September 2026 at 18:20
An illustration of the Apple logo on an orange and purple background

According to The Information, Apple is planning to get back into the server game and might just pair up with Nvidia to make it happen. Apple retired its Xserve line in 2011 and has largely left enterprise machines to other manufacturers since. But the growing demand for compute power as the AI industry continues to expand has apparently led the company to believe there is an opening for its powerful but efficient ARM-based M processors. Its Mac Mini and Mac Studio have proven popular with AI developers, which has led to shortages.

The server product, whether it's called Xserve or something else, likely won't debut until 2029. Word is that i …

Read the full story at The Verge.

Google will now let any AI agent run your smart home

16 September 2026 at 18:00
Google is inviting third-party agents, including Claude and Open Claw, into Google Home. | Photo by Jennifer Pattison Tuohy / The Verge

Google is opening up its smart home to AI agents, letting tools like Claude and Open Claw access and control your connected devices and analyze your home's data using the standardized Model Context Protocol.

Google Home MCP is a new integration that lets third-party AI agents control and monitor your smart home and act on your behalf. It "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem," Taylor Lehman, group product manager at Google Home & Nest, said in a blog post.

According to Lehman, Home MCP integ …

Read the full story at The Verge.

Iran strikes on Amazon data centers caused permanent loss of customer data

16 September 2026 at 17:40

Half a year after Iranian drone strikes knocked out multiple Amazon data centers, the US tech company has acknowledged the permanent loss of some customer data that was hosted in Bahrain and the United Arab Emirates.

Amazon Web Services was “unable to restore access to the resources and data” hosted in some of the war-damaged data centers, according to an AWS dashboard update posted on September 15. The development was first reported by Reuters and suggests that the Iranian strikes inflicted catastrophic damage on the data centers.

Customer data was irretrievably lost in one of three AWS availability zones in the United Arab Emirates region, specifically the mec1-az2 availability zone. Each availability zone is serviced by one or more Amazon data centers.

Read full article

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© Planet Labs PBC

Iran strikes on Amazon data centers caused permanent loss of customer data

16 September 2026 at 17:40

Half a year after Iranian drone strikes knocked out multiple Amazon data centers, the US tech company has acknowledged the permanent loss of some customer data that was hosted in Bahrain and the United Arab Emirates.

Amazon Web Services was “unable to restore access to the resources and data” hosted in some of the war-damaged data centers, according to an AWS dashboard update posted on September 15. The development was first reported by Reuters and suggests that the Iranian strikes inflicted catastrophic damage on the data centers.

Customer data was irretrievably lost in one of three AWS availability zones in the United Arab Emirates region, specifically the mec1-az2 availability zone. Each availability zone is serviced by one or more Amazon data centers.

Read full article

Comments

© Planet Labs PBC

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