Facepalm: If you were a thief with a penchant for stealing vehicles, a couple of trailers emblazoned with Nvidia logos are going to be tempting targets. Sadly for the criminals who did steal these two units, they never contained hundreds of thousands of dollars’ worth of GPUs; each one was filled with 20,000 pounds of sand.
The thieves’ mistake was that the trailers had more than just Nvidia’s logo on them: they also bore the name PlusAI, an autonomous truck startup that is working with Nvidia on its self-driving technology and AI software.
Rather than hauling around very expensive Nvidia equipment, PlusAI simulates how the cargo loads react to road conditions by packing its semi-trailers with sand. A lot of sand.
“PlusAI uses simulated loads in its trailers to assist with research and development testing,” Lauren Kwan, a company spokesperson, told Wired.
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It was only discovered that the trailers had been stolen when a friend of a top PlusAI executive saw them near their workplace in Newark, California, and rang the exec to congratulate them on their success.
This set off alarm bells as the trailers weren’t supposed to be in that location. As far as the company knew, they were docked outside its warehouse, half a mile away.
It appears that the thieves hooked up the trailers to their own cabs and drove off. When they stopped to see what incredibly valuable goods they’d pilfered, one can only imagine their disappointment at finding half a beach in each container. It’s believed that they then simply left after breaking open the doors, abandoning the units.
The case is currently under investigation by police, and no arrests have been made. Nvidia has yet to respond to a request for comment.
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The AI boom and resulting increase in data center hardware prices have made the technology a prime target for thieves. It was reported in August that two recent cases involved criminals appearing to have used car crashes to separate trucks from their security escorts before the shipments vanished, suggesting the drivers may have also been part of the heist.
In June, California Highway Patrol recovered more than $2.2 million in merchandise allegedly stolen in three separate incidents. The recovery included eight pallets of Celestica server switches made for Meta, valued at $550,000.
When flying over the United States, Australia, and a few other vast and relatively empty parts of the world, strange circular formations can be spotted. These are typically center-pivot irrigation systems, an effective way to irrigate crops if efficient use of space is not too big of a priority. Keeping these massive machines in a straight line is an interesting engineering problem, though, and [rctestflight] built a miniature version of his that works on the same principle but mows his lawn instead.
These systems work as semi-independent sections that are flexibly coupled at either end. The control scheme initially used here was to drive the outermost set of wheels at a constant speed, and then use limit switches at each coupling inside of that to drive inner sets of wheels once the outer set passes a setpoint. Eventually a potentiometer-based proportional controller was installed in place of the limit switches. With some other drivetrain issues sorted out it was on to building the mower attachment. This uses a pair of pivoting precision knives mounted to motors that ride along a carriage attached to any one of the linkages of the center-pivot system. Limit switches keep the carriage riding back and forth cutting the lawn as it traverses the grass.
With the system in place, [rctestflight] set out to optimize it mostly out of a desire to tinker with a thing that he had built. The challenge for him is that his location in the Pacific Northwest is generally very damp, so in addition to corrosion and other water damage on various parts, there were also issues of mud complicating the way the wheels navigated the terrain, as well as the plant growth being fairly rapid and often impeding the process of the robot as well. One of the perks, though, was that the circular area was already largely carved out thanks to some of his earlier projects testing the durability of RC cars.
On Monday, Nvidia introduced the Open Agent Safety Platform. This includes open software and a hardware reference design to help keep AI agents within the boundaries set by their operators.
Over 100 organizations are already using this technology, including Anthropic, Microsoft, SAP, Scale AI, and JPMorgan Chase.
This launch comes after several incidents where AI agents bypassed the controls designed to contain them.
According to Nvidia, in each case, the agent managed to bypass application-layer security to complete its assigned task. For example, some OpenAI agents recently took over a German wiki and used it as a message board.
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The platform consists of two primary components. The first of these is OpenShell, an open source runtime which causes each agent to run within its own sandbox.
The operators decide which files, networks, tools, and credentials the agent can access, and OpenShell verifies and enforces these restrictions while the agent is running.
OpenShell is now broadly available on GitHub. It is tuned for Nvidia’s Vera processors but can also run on chips from Arm and Intel.
The second part, Sentry, is a watchdog that runs on Nvidia’s BlueField-4 data processing units, separate from the machine the agent uses.
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The company stated that if an agent attempts to leave its boundary, Sentry can quarantine it within milliseconds, at which point the agent will no longer be able to see it.
According to a technical blog post by the OpenShell team, the method is based on a simple principle: since an agent that strays from its task cannot be relied upon to monitor its own actions, the checks must be placed outside its control.
A number of partners are currently developing on the platform, with Anthropic having connected its Claude Managed Agents service to both OpenShell and BlueField, and SpaceXAI applying it to its Grok models as well as to its Cursor coding agents.
Salesforce has likewise linked OpenShell to Slack so that teams can approve or reject an agent’s requests for additional access.
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“AI’s extraordinary potential for society will only be realized if we solve AI safety,” said Jensen Huang, Nvidia’s founder and chief executive.
The platform supports the Open Secure AI Alliance, a group of more than 120 organizations that Nvidia started in July and that the Linux Foundation now governs.
The company has a pretty robust electronics refurbishment program.
Kevin Carter/Getty Images
The electronic gadgets we use every day are not made to last forever. These devices’ limited lifespans are creating a crisis that is only escalating: according to the UN, global e-waste generation hit 32 billion kilograms in 2022, up a whopping 82 percent from 2010.
E-waste describes any discarded electronics with a battery or a plug. When it ends up in landfills, e-waste does not decompose — instead, it drains toxic materials into surrounding soil, which can contaminate local waterways and impact the environment and the health of people who live there.
There is no federal e-waste recycling framework in the United States, but nonprofit donation center chain Goodwill has more than made a dent in this crisis. The organization takes a large variety of devices and funnels them through several programs that prevent your electronics from ending up where they shouldn’t.
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Here’s what actually happens to your devices after you drop them off, and what you need to know to make sure they go to good use.
What electronics Goodwill takes
If it plugs in, or has a battery, it is a safe bet that Goodwill will take it. The organization accepts desktop and laptop computers, mice, keyboards and other accessories. It will also take video game consoles, mobile phones, digital cameras, chargers and other cables. Internal and external hard drives are also accepted.
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Whether it is a complete device or just parts, you can drop e-waste at Goodwill through its drop-off centers. What happens to it next depends on what kind of gadget you are donating, its working condition and your store location. “The type and size of equipment may vary, but the secure recycling process is the same for all materials,” Goodwill says on its website.
The website also reminds donors to follow some best practices before donation: be sure to delete any data or files on the devices. But if you forget, Goodwill has a system in place to remove data, including a device called the Destroyinator to run a program called KillDisk that will wipe your electronics clean: “We take protection of your personal data very seriously,” the company says.
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Where Goodwill sells your devices
Goodwill will sell functional or valuable parts at auctions, individual locations or at specialty technology stores, like The Grid, its tech-specific store based in Charlotte, North Carolina. There’s also a Grid section of Goodwill’s store in Shelby, North Carolina. A number of the Grid’s offerings are also listed on eBay, so you can purchase refurbished devices regardless of where you are based. Offerings from Goodwill’s technology stores include gaming consoles, printers, and refurbished computers that Goodwill says will “deliver the same fast performance as new computers, but at more affordable prices.”
As with general drop offs, devices that go to The Grid should be wiped clean of data before donation. Still, Goodwill states that it uses US Department of Defense standards to destroy any data left on hard drives after donation.
The Grid diverts an average of 1 million pounds of electronics from landfills each year — and profits from the devices sold at the stores. And profits from what is sold, like at all Goodwill locations, go to the organization’s career training and job resources around the county.
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How Goodwill’s Dell partnership prevents e-waste
Since 2004, Goodwill has partnered with Dell for Dell Reconnect, a program that either refurbishes or recycles electronic devices depending on their level of function. The program accepts any brand of electronic in any condition, including hard drives, scanners, printers, cellphones and accessories.
When the devices are dropped off, salvageable products are refurbished while nonfunctional equipment is safely disposed of or recycled. Like with other Goodwill services, the proceeds from the Dell partnership are used to fund Goodwill’s community programs.
This partnership has kept 660 million pounds of electronic waste out of landfills over the last 20 years, according to Dell. The program is part of Dell Technologies’ environmental commitments, including reducing 1 and 2 GHG emissions by 50 percent by 2030. The company said it incorporates “circular design principles” to keep devices in the economy for as long as possible rather than for short-term use.
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Alternatives to Goodwill donations
Of course, Goodwill is not the only option for recycling e-waste — Best Buy, Staples, Home Depot and Amazon all offer trade–in and drop-off services. Many technology companies, including Dell and Apple, allow users to mail back non-functional devices free of charge to prevent them from being thrown away.
Ultimately, if you are keeping devices out of landfills, you are making an effort to tackle a major problem that few people are addressing consciously: Of all e-waste, only 17.4 percent is disposed of correctly. Still, with funds from Goodwill’s recycling and resale services going to its career trainings, it might be the most altruistic option when it comes to cleaning out your house.
To get more out of your old MacBook you may have thought about using it as a home Network Attached Storage (NAS) server. There are several paths to take, from very straightforward use of built-in macOS sharing tools all the way up to advanced, Linux-based solutions.
What can you do with a NAS?
Most NAS servers exist for one of three things: as a home media library, for collaboration and sharing, or for storage and backup. Given the value of the data, storage constraints and inherent risk of disk failure with older Macs, you should use external storage drives within your setup.
Once you’ve got your Mac erased, reset to factory settings and updated to run the most stable macOS it can, what will you require? You’ll need a network and an Ethernet cable for fast and stable connection to your router. If your Intel Mac has an HDMI output, you’ll want a headless HDMI plug to trick it into thinking a display is attached and activating the GPU for best video performance. You’ll also use the free Amphetamine app to prevent your Mac from sleeping.
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macOS has built in file sharing
Screenshot by Jonny Evans (Apple)
The easiest option is already available in macOS in Apple’s built-in Sharing settings. Open these to enable File Sharing and select folders to share. You can assign user access privileges, make your data available to Windows and Android devices, even share from your external drive. You connect using an IP address your Mac will provide and navigate shared files through the Finder.
Your old Mac? Your new media server
Old Macs can run excellent media server applications, including Plex, Kodi and Infuse. Plex is widely used. It offers an attractive, user-friendly interface, ease of use and the capacity to stream content remotely for a fee. Home streaming is free.
As explained here, to install Plex you’ll need an account and a Plex Media Server, and you must follow the intuitive setup wizard. You’ll show Plex where all your media is located across your network, and Plex will download appropriate movie artwork and information to populate its Netflix-like media browser, featuring your content.
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One more thing: Older Macs with low RAM may stutter when transcoding footage at 4K, so set Plex to stream in Original quality to minimize this.
One step beyond with Linux
You can transform an old Mac into a highly sophisticated NAS system with Linux and open-source applications. Doing so supercharges your NAS setup with useful tools like web-based dashboards, though old Macs with low memory will struggle.
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Linux is a vast ecosystem with a multitude of approaches. One relatively user-friendly solution for both Intel and Apple Silicon Macs is to replace the OS with Debian and then overlay that with CasaOS or Umbrel, both of which provide you with excellent, helpful resources to guide you through the process. M-series Macs can also install Debian as a virtual machine. If you are comfortable with command-line access, you can run Docker directly on Debian to install and manage apps even more effectively.
It’s important to point out that adopting Linux means your Mac won’t be running macOS anymore but will become a headless NAS system managed remotely through a browser. You can spice up your setup with additional tools, including Nextcloud, which turns your Mac into an online file storage system, or Jellyfin, a free, open-source Plex alternative. You’ll have fun and get more out of your old Mac.
Pundits continue to hold up clear signs of restraint as failures while asking Apple to behave like Meta, OpenAI, Google, or anyone else but themselves, especially when discussing Apple Vision Pro.
If any of Apple’s thousands of employees dare leave the company, or if one of hundreds of internal prototypes doesn’t make it to production, you better believe punditry will be there to let us know.
The critical analysis almost always suffers from the same problem: asking Apple to chase the puck to where it is today, not where it is going.
Look, there are a dozen Steve Jobs-isms that I can throw in here that should tell you exactly how Apple operates. It is one of the most scrutinized companies on Earth, and yet, reporting in the “Power On” newsletter from Bloomberg can’t help but ask Apple to change its behavior.
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That Apple essence may confound analysts and pontificators, but one thing has held true in its long history: don’t bet against it.
The focus of the week is on Meta’s new “VR Glasses” that are neither VR nor glasses. Sure, they weigh 1/6 less and cost 1/3 the price, but they’re also half the spec.
Apple Vision Pro has a weight problem, absolutely, but let us not pretend that Apple is actually okay with sacrificing fidelity and scope for that simple metric. Even this report shows the lengths of the research and prototyping Apple went through to try and get a smaller device sooner, but chose to say “no.”
But of course, in light of Meta’s “yes” with Meta VR Glasses, Apple’s no’s need to be seen as a failure. I’ll let Apple’s 2013 WWDC introduction video do the talking on this one (if it isn’t taken down).
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I mean, given the reporting from folks who have spent many long years in the industry, it seems they forget exactly who they are talking about.
A thousand no’s
Apple has an untold number of active prototypes in development and magnitudes more in a graveyard out back. I have no doubt that Apple’s secret projects division is working on everything from rollable OLED to drones.
That doesn’t mean we’ll ever see any of these products, nor does it mean that every abandoned prototype is a sign of failure and mismanagement. Every time a project is canceled in spite of the sunk cost, that is a victory.
But apparently three known abandoned internal prototypes are a sign of confusion, failure, and mismanagement.
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N107: compute offloaded to an external product like a Mac, not as much visual fidelity, likely comparable to XReal glasses
N100: a “Vision Air” attempt at moving compute to the battery pack while maintaining the closed VR design
N109: a lighter, lower-cost version with a less powerful chip
These are likely three of dozens of prototypes being conceptualized at Apple Park. What is interesting is that instead of fast-tracking one of the other potential designs in the 28-month interval between the M2 model’s reveal and the M5 model’s launch, Apple stuck with what it had.
Meta VR Glasses are an example of what a compromised product might look like. Lower resolution, lower fidelity, lower field of view — clearly Apple didn’t want this even if it could build it.
What’s interesting is the “failure” narrative about Apple Vision Pro assumes a lot that we don’t know. No one outside of Apple knows the success metric for the product or if Apple is meeting that.
Apple Car is one of Apple’s biggest no’s
Capturing a quarter of Meta’s VR headset revenue in a single holiday quarter in spite of an entrenched market doesn’t sound like a failure to me.
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Also, CEO John Ternus is apparently supposed to dislike the whole project and has reportedly “put it on ice.” Meanwhile, his press tours have revealed only positive talk of the product, insisting that unique use cases like surgeons using the product are why Apple is in this business.
However, the reports want us to view this as a reason to dislike Apple Vision Pro.
Life-changing medical procedures aren’t enough, no. We need this thing to sell in the tens of millions to matter.
A possible yes
Even with the Apple Vision Pro team reportedly “on ice” they are busy developing a “revamped” N224 that could be the true successor to Apple Vision Pro. There are about four prototypes being tested, and one that even uses an external compute block like Meta VR Glasses.
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Apple didn’t pivot, it doubled down on its hardware and spec combination until technology caught up
That’s how Meta apparently “beat” Apple to market with a device that doesn’t launch until spring at $1,299. Early reports suggest it works fine, but the lack of light shields and more limited field of view and fidelity make it a worse experience.
But of course, Meta apparently “demonstrated” that Apple’s execution was the problem all along with the Apple Vision Pro. Yes, that’s definitely it, as long as you ignore the successes of the headset, how it has influenced the market, and how Apple Vision Pro was a clear template for Meta’s latest hardware.
Apple Vision Pro is the template spatial computing is being built on, but that’s still a ‘failure’ apparently
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Analysts and pundits need Apple Vision Pro to fail for whatever reason. That’s why every product even close to AR/VR/MR has been deemed an “Apple Vision Pro killer.”
Either this thing is dead and a failure, or it’s one hell of a resilient product in spite of poor punditry. I think I’ll go with the latter until I see the gravestone.
Apple’s regular employee churn and reconfigurations internally don’t show anything but business as usual. As far as AppleInsider has been able to uncover, development continues, albeit slowly, as Apple waits for technology to catch up with Apple’s vision of the next-generation headset.
Social media has become central to how businesses communicate with customers, promote their brands, and build trust. But as businesses have relied more on these channels, they have also become a more attractive target for cybercriminals.
New research has found that social media impersonation and defamation have risen from the fifth greatest cyber threat last year to the top expected cybersecurity threat over the next three years. The data also revealed that employee and executive impersonation, including deepfakes, has entered the top five areas of risk for the first time.
Elliott Champion
Senior Director of Technology for Brand Protection at CSC.
These findings point to a wider challenge for security teams. Cybercriminals are still trying to compromise systems, but they are also increasingly using other ways to exploit legitimate brands’ hard-earned trust. That trust might sit in a senior leader’s online profile, a brand’s social media presence, a customer service account, a domain name, or a website that looks legitimate at first glance.
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For security leaders, this means the attack surface is no longer defined only by infrastructure they own and control. It also includes the public-facing channels where customers, employees, and partners interact with the company every day.
Security strategies now need to reflect that reality. A threat may start with a fake profile, but it rarely stays there.
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Fake profiles and fraudulent customer service accounts are not new tactics, but they are becoming more prevalent and are increasingly being used as entry points for phishing, fraud, counterfeit sales, and wider brand abuse.
And this is all happening at a time when cybersecurity teams are already under pressure. Recent research found that 72% of senior technology leaders said the level of cybersecurity threats faced by their organization in 2025 was either “critical” or “very critical”.
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On social media, criminals can meet potential victims where they are already used to engaging with brands. Fake accounts can be used to share malicious links, promote fraudulent schemes, spread false information, or pose as legitimate support channels.
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Attackers may then direct users to a “second location”, such as a lookalike website, fake login portal, or phishing page, where victims are encouraged to enter account credentials, payment information, or other sensitive data.
A separate but related risk is counterfeiting. Fraudulent social media accounts can impersonate legitimate brands to advertise fake goods, directing customers to websites where counterfeit products are presented as genuine. In both cases, criminals are using the trust associated with a recognized brand to make the next step of the attack appear credible.
The impact can also go beyond fraud and counterfeiting. Impersonation or fake accounts can be used to spread false or defamatory claims about a company or its employees, potentially damaging reputation and customer confidence even when no direct financial fraud takes place.
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As such, social media abuse, domain impersonation, and identity-based fraud should be treated as part of the same threat landscape.
AI is making impersonation faster and more convincing
AI is making impersonation faster and more convincing. Criminals can use AI tools to imitate a brand’s tone of voice, generate convincing customer messages, produce realistic imagery, or create more credible fake profiles at speed.
Deepfakes, synthetic audio, and AI-generated content can also strengthen employee or executive impersonation, particularly when combined with information gathered from multiple sources. For example, an attacker could create a fake executive profile and use AI-generated messages that mimic how that individual communicates, making requests or links appear more credible.
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But AI is only one part of the threat. Attackers can also use established techniques to build the infrastructure behind impersonation campaigns. Domain generation algorithms (DGAs), for example, can produce large numbers of plausible lookalike web addresses to support phishing and impersonation campaigns. DGAs are not inherently AI-powered, but they remain a concern for security leaders, with 86% of respondents viewing them as a threat.
These domains can then be combined with fake social media profiles to create a more convincing digital presence. A fake executive account may point to a fraudulent landing page. A counterfeit product post may direct customers to a lookalike domain.
For customers and employees, these attacks are becoming harder to identify based on appearance alone. The signs of fraud may be subtle, and by the time an impersonation attempt is reported, the campaign may already have moved to another account, page, or domain.
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Businesses need a more connected approach to protecting trust
Social media impersonation should be treated as part of the wider cybersecurity strategy, rather than as a standalone brand or communications issue. That requires coordination between the teams responsible for protecting organizations, their people, and their customers.
Attacks often move from a fake profile to a lookalike domain, phishing page, or fraudulent website, so companies need a connected view of where threats are emerging. Social media teams may spot one warning sign. Security teams may see another. Legal or brand protection teams may hold the takedown process. A coordinated approach can help companies respond more effectively.
Alongside those measures, organizations need continuous monitoring across social media, domains, websites, and other public-facing digital assets to identify impersonation, brand abuse, and related threats occurring beyond infrastructure they directly control. Bringing these signals together can help teams recognize when activity across different channels forms part of the same campaign.
Clear processes for investigation, escalation, and takedown are essential, particularly as AI enables campaigns to spread, adapt, and reappear rapidly. Businesses need to know who owns the response, what evidence is needed, and how quickly action can be taken.
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Technology will also play a growing role. More than half of respondents, 57%, confirmed that they use AI-based monitoring and enforcement solutions, while 44% use AI-based solutions for threat detection and fraud prevention. Given the 24/7 nature of the internet and how quickly malicious accounts and materials can appear, some level of automated detection is increasingly important for identifying threats at scale.
This is an important step, but tools alone will not solve the problem. Companies need the right governance, clear ownership, and close collaboration between security, legal, marketing, and digital teams.
The goal should be to detect and stop impersonation before it reaches customers, employees, or partners and causes wider damage.
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Looking ahead
Social media is no longer simply a communications platform that sits outside the traditional cybersecurity perimeter. It has become one of the main environments in which criminals exploit trust, impersonate legitimate people, and manipulate victims into falling for fraud.
As AI makes these attacks faster and more convincing, businesses will need to connect social media protection with their broader approach to identity, domains, and digital brand security. This means monitoring for threats across the full online journey, sharing intelligence between teams, and responding before an impersonation campaign has time to spread.
The companies best equipped to protect customers will recognize that trust itself has become a target and treat the channels where that trust is built as a core part of their cybersecurity strategy.
This article was produced as part of TechRadar Pro Perspectives, our channel to feature the best and brightest minds in the technology industry today.
The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here: https://www.techradar.com/pro/perspectives-how-to-submit
Your phone may be all you need until battery life, navigation or rough conditions start getting in the way.
StoryTime Studio/Shutterstock
Most of what a casual cyclist wants from a bike computer can already be accomplished with a smartphone. Install it in a secure handlebar mount and it will give you turn-by-turn directions, log a ride and display your speed, distance and elapsed time. If you’re just commuting or take the occasional weekend ride, it’s hard to convince yourself that you need to buy another screen for your handlebars.
A fitness smartwatch makes that decision more difficult. An Apple Watch can track heart rate and cycling activity, connect to Bluetooth speed, cadence and power sensors, and display the workout on an iPhone through a full-screen Live Activity. That means a bike computer must address a problem you actually have. For a lot of riders, it won’t do that.
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Your phone and watch may already be enough
Maksim Safaniuk/Shutterstock
The phone has an obvious cost advantage since you already paid for it. A good mount is much cheaper than a dedicated cycling computer and apps can be used for navigation and GPS ride recording.
Google Maps provides bicycle directions in areas where it supports them, but there’s one annoying thing if you’re going somewhere where reception is not great: cycling directions don’t work offline, even if you’ve downloaded the map of the area. There are apps like Komoot and Ride with GPS that can do offline cycling navigation, but some features may require a subscription or map purchase.
An old GPS-equipped phone can also serve as a good bike computer. Fill it up with routes via Wi-Fi and leave your primary phone in a safer location, since GPS recording and downloaded navigation do not require an active SIM.
A smartwatch completes the picture by collecting heart rate and other fitness metrics during exercise, with the phone managing the map. Even the battery-life argument becomes less of a factor on the occasional long ride when you throw a small power bank in a bag.
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There are still compromises. Your daily driver is left out on the ride to deal with rain, direct sunlight, crashes and whatever else the road or trail has in store. It’s also consuming battery that you might need for calls or emergencies. And if you’re uploading regular routes to a fitness service, check its privacy settings before casually publishing a very accurate map of where you leave home every morning.
When the compromises become routine, it makes sense to use a bike computer
Karolis Kavolelis/Shutterstock
Dedicated hardware begins to outpace the phone on battery life. Today’s bike computers can run GPS and navigation while keeping the display visible for many hours without touching your phone’s battery. That matters more to endurance riders, bikepackers and anyone regularly spending half a day in the saddle.
Purpose-built hardware also earns points when the weather gets ugly. Bike computers are built around secure mounting and water resistance, and many include controls that can be operated even in rain, mud or gloves. For serious riders, they can be paired with power meters, heart-rate straps, cadence sensors, rear-facing radar and more via Bluetooth or ANT+.
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That doesn’t mean that the smartphone is second-rate. Its larger screen is sometimes better for checking a map, locating a restaurant or altering plans mid-ride. Some bike computer safety features also still require a paired phone for data, so don’t assume that you’ll be leaving your handset at home when you get a bike computer.
The better question is whether these annoyances happen often enough to justify another device. If a phone mount, smartwatch and occasional power bank get you through your rides without much fuss, keep your money. Once preserving phone battery, all-day navigation, wet-weather controls or dedicated sensor support stop being hypothetical problems, a bike computer starts earning its place on the handlebars.
Aoibheann Daly has been recognised by the European Commission for her project and will go on to participate at Regeneron ISEF in 2027.
Irish student and Stripe Young Scientist and Technology Exhibition (YSTE) winner Aoibheann Daly has won a core prize at the European Union Contest for Young Scientists 2026 (EUCYS).
The ceremony in Kiel, Germany, which was held from 22 to 27 September, saw more than 140 young scientists from 36 European and international guest teams showcase their research across a range of scientific disciplines.
Daly received the Special Jury Award for Youth, which is awarded directly by the European Commission and according to EUCYS, is given in recognition of the delivery of the best scientific projects presented during the contest.
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Her project, GlioScope: Multi-task Deep Learning and Causal AI for Glioma and Glioblastoma Profiling, utilises AI intelligence to enable doctors to diagnose and treat brain cancer. The project aims to improve patient care, deliver significant healthcare benefits and save valuable time.
Daly will go on to participate as a finalist at Regeneron ISEF 2027 in Los Angeles, California.
Commenting on the win, Daly said, “Receiving a core prize at EUCYS and being selected as a finalist for Regeneron ISEF 2027 is an incredible honour. To represent Ireland on the European stage was already a privilege, and I’m hugely grateful to the Stripe Young Scientist & Technology Exhibition, my teachers, family and everyone who supported me along the way.”
Alison Ahern, the head of Stripe Young Scientist and Education Partnerships, added, “We are incredibly proud to see Aoibheann receive a core prize at EUCYS 2026, and to be selected to participate as a finalist at Regeneron ISEF 2027 in Los Angeles, California.
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“From the moment she presented her project at the Stripe Young Scientist & Technology Exhibition, it was clear that her work combined scientific rigour, innovation and real-world impact. To see that recognised on the European stage is a proud moment for Irish science, and reflects the extraordinary standard of young scientific talent in Ireland which we at Stripe are honoured to play a small part in.”
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When you go off-roading, you expect things to get a little messy — mud on the fenders, some chip damage on the rims, etc. But you may be surprised when you see your tires are blue underneath the mud. For the most part, the blue color you’re seeing is usually a reaction after your tires are exposed to certain chemicals, heat, or mud.
Tires contain a wide range of chemicals in their composition, including benzothiazoles, chlorinated paraffins, melamines, and others that may be considered toxic to the environment. If these chemicals migrate to the surface of the tire, there could be a reaction when exposed to UV rays, heat, certain cleaning products, or mud particles. Some mud can have abrasive particles that wear down a tire, exposing the blue tone underneath and reacting with the chemicals inside the tire. So if you see blue on your tires after an off-roading adventure, it doesn’t necessarily mean your vehicle is damaged, but it could stain the tires if you don’t try to wash it off.
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How to maintain off-roading tires (to avoid blue staining)
Dmitry Molchanov/Shutterstock
If you want to avoid blue stains on your sidewalls, you need to properly maintain your off-roading tires, which requires a few extra measures. First, you should reduce the air pressure before tackling a trail to improve traction on challenging surfaces and obstacles. This also reduces wear and tear on the tread since you won’t be slipping as often. You will also want to check your shocks, since off-roading relies so heavily on suspension. Shocks are meant to absorb the impact of your tires on the ground — your tires will take the brunt of these impact if your shocks aren’t working as intended. This can cause uneven wear as you go over bumpier and more uneven surfaces.
While most drivers know to rotate their tires, off-roaders also have to consider their spare — this ensures that all five tires have equal wear and gives each one a break. Those with a full-size spare will have to learn the clockwise five-tire rotation pattern to ensure each one spends time as a spare. Tire alignment is also important if you want even wear, but you may need to go to someone who better understands lifted trucks and SUVs.
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After you go off-roading, you’ll want to clean off your tires to remove debris and avoid the possible blue staining. Rinse them, then use a stiff tire brush to scrub specialized tire cleaner on the tread and a softer brush for the sidewalls. Rinse again, then dry the tire with a clean towel. You’ll want to avoid cleaners with harsher chemicals in case it interacts with the tire chemicals that have risen to the surface. You may even want to consider tire sealant. Lastly, store your tires away from the heat and sun, and consider tire covers to slow down any cracking in the rubber.
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The Bosch brand is one with many different areas of focus. It’s a key brand in the household appliance industry, and of course it also makes a wide array of hand and power tools. You’ll find numerous Bosch-badged tools and accessories in the hands of professionals and homeowners looking for good durability and favorable pricing. The company is among the best German tool brands on the market, offering tools and tool service in around 150 countries.
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With so many pieces of gear contained within Bosch’s catalog, it’s only natural that many of them would be niche finds or specialized variants of standard tools, designed to handle hyper-specific tasks that users might encounter. Everything from unique drilling tools to high-powered cutting equipment designed to go above and beyond the casual user’s needs can be found. These tools represent some of the most specialized equipment Bosch has to offer, meant to support the most niche tasks.
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Expert 18V 6-Inch Random Orbit Sander
The orbital sander is a mainstay in any toolkit, but not every one is built with the same capabilities. Bosch’s Expert 18V 6-Inch Random Orbit Sander is larger than is typical for this kind of tool. It’s priced at $389 at Acme Tools and features an adjustable speed rating between 5,000 and 10,000 RPM. The tool’s ³⁄₁₆-inch orbital motion offers rapid material removal, rated for up to 50% more than a standard 18V Bosch model. It also features a dust canister that includes a HEPA filter for a more effective collection function and a cleaner overall workspace.
The tool is designed to provide the sort of premium experience that professional woodworkers and others who spend exorbitant amounts of time tackling finishing touches on building jobs need in their tools. It operates with a unique body shape, creating a more ergonomic handle structure for a comfortable grip over longer periods of use. It’s also part of the AmpShare system, which means it’s designed to operate interchangeably with other brands’ 18V catalogs.
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18V Press Tool Kit
The 18V Press Tool Kit features ½, ¾, and 1-inch jaws. It comes boxed up in a carrying case and also features a charger and 4.0Ah. The kit’s also quite expensive, which immediately relegates it to the professional sphere, selling for $2,719 at Acme Tools (although there is a promotion as of mid-September with a 10% discount). This is key tool for plumbers, as it makes secure pipe connections without using solder or a torch. The clamping force it produces is also suitable for use on pipes with water present, as well, making it a versatile and fast acting plumbing option.
This press tool features a rotatable head, making it able to access pipe segments in areas that are difficult to reach. It features a 3-second cycle time, so if you’ve got a lot of plumbing installation work to do, it shouldn’t take an undue amount of time. There’s also an LED work light built into the tool and it works with both Bosch and Rothenberger (another quality German tool brand specializing in these kinds of tools) press jaws.
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18V 14-Inch Dry Cut Saw
Cutting demanding material like tile, rebar, or brick frequently falls outside capabilities of the sorts of power saws used by home improvers and DIYers. As such, tools like the 18V 14-Inch Dry Cut Saw from Bosch are usually found on job sites and other working environments that fall into more niche categories. The tool is priced at $755 on Amazon and offers mobile cutting to support all manner of high intensity needs. It also features a laser line that helps line up cuts with exacting precision. There’s even a K-adapter integrated into the tool for holding round material up to 4½ inches in diameter, providing coverage for both square and round stock.
This tool is specifically designed for cutting metal. It can handle angle iron, metal pipe, banded rebar, and banded drywall metal studs, as well as other metal stock. It features miter cutting capabilities, turning up to 45 degrees to the left. This is another Bosch tool that operates in the AmpShare system, giving it even more versatility. As the name implies, this tool cuts with a dry blade rather than adding a stream of water into the mix.
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18V 5-Inch Concrete Surface Grinder
Grinding concrete surfaces is by all accounts a niche task that only professional tool users tend to perform. It’s something you’d do after pouring a concrete pad, for instance. That’s not to say DIYers won’t ever require the use of this kind of tool, but that the task falls outside the purview of most casual tool users. Bosch offers the 18V 5-Inch Concrete Surface Grinder, retailing for $735 at Acme Tools (with a free, 8Ah high power battery added as a promotion). It’s a battery operated solution, and in its kit variant the unit comes with a 5.0Ah battery and charger. The setup also includes a diamond cup wheel and two bristle brushes.
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The tool’s power-to-weight ratio is best in class, delivering the equivalent of 13 amps of corded power to support fast material removal. The top handle rotates to accommodate a range of gripping requirements and it utilizes a guard and shroud system that is adjustable and helps to catch debris for a cleaner work environment, working well with other personal protective equipment you’ll use to remain in compliance with OSHA’s five basic safety rules. The tool helps smooth out surfaces after a pour or handle bulk removal during surface preparation before a different kind of installation. It offers three speed settings ranging from 2,600 to 8,500 RPM for a range of applications in various environments and across use cases.
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18V Brushless Biscuit Joiner
Cutting recesses in the sides of boards is rarely necessary for rough timber work. If you’re finishing a basement, building a half wall to break up space in your home, or installing shelves in a closet, this isn’t a tool that will come into the picture. However, fine woodworking often requires pieces of wood together, end to end or side to side. Among the important tools that woodworkers rely on, the 18V Brushless Biscuit Joiner is certainly a niche piece of equipment, but it’s vital for some woodworking projects.
Priced at $315 (Acme Tools) as a bare tool, this piece of equipment cuts recessed spaces in the sides of the boards so that you can insert biscuits into them for a larger glueable surface when mating up boards. Biscuits are small, often oval-disc shaped pieces of wood, designed sit within the slots cut by this tool to create a bit of additional rigidity and a notable increase in interior surface area. They will go unnoticed in the finished product, and they can make a world of difference in how strong the glue joint ultimately becomes. This tool features a depth selection knob that allows you to adjust between #0, #10, and #20 biscuits, and it features an adjustable fence that can be set at an angle up to 90 degrees with positive detents at common measurements.
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18V Brushless High Torque Mixer
Just about any drill can mix up a slurry to perform concrete work, plastering, or other jobs involving wet-mixed materials. Among some of the most versatile drill attachments you can find online and in hardware stores, mixing paddles are some of the most common. However, most drills aren’t actually designed to handle this kind of work, and a purpose-built mixing tool like the 18V Brushless High Torque Mixer is a much better option if you plan on mixing up big batches. It’s listed for $379 on Amazon.
The difference really comes down to what the tools are designed to output. A typical combi-drill produces plenty of torque, certainly, but it’s designed for fast speeds to allow for quick drilling or fastening through timber and other material. In contrast, this piece of equipment produces a maximum speed of 720 RPM. Its low speed and high torque output allow it to churning through material even when it becomes a gloopy mess that wants to slow things down. It also includes a two-handle design for better grip and control while standing directly over your bucket, which is a notable improvement over the alternative. It also features soft start technology that reduces splashing when you initiate the tool alongside integrated kickback controls.
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18V High Torque ½-Inch Right Angle Drill
There are many great right angle drills on the market, and the Bosch 18V High Torque ½-Inch Right Angle Drill is a highly rated option among them. It features two speed settings, ranging up to 1,800 RPM in its second gear to produce fast drilling when a rapid pace is required. It also includes dual kickback controls to minimize bucking when bind-up occurs. Its 7-pound weight may seem quite heavy, but it’s actually rather lightweight for a right angle drill. This is a piece of equipment that’s frequently more powerful than a standard power drill, and typically requires two-handed operation. In a relative sense, a tool this weight should be reasonably maneuverable while still delivering solid performance and power.
The tool can handle up to 5-inch holes when paired with a hole saw, 2⁹⁄₁₆-inch holes with self-feed bits. This makes it a punchy option for larger hole requirements or for drilling longer segments into workpieces. The right angle drill is particularly useful when handling tasks involving rough-in work through joists and stud wall constructions. The tight confines of these areas make using a right angle drill sometimes the only practical option for getting a straight cut through the timber once it is secured in position. The tool is available for $299 at Lowe’s as a bare tool.
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18V 16-Gauge Metal Shear
The 18V 16-Gauge Metal Shear ($345 at Acme Tools, with an added 4.0Ah battery promotion, as of mid-September) is, of course, a metal cutting tool. It runs with a brushless motor underpinning its performance, giving the tool durable and powerful cutting prowess that matches a 700W corded model’s capabilities. This piece of equipment features an ergonomic barrel grip shape and is lightweight, putting up a 3¾-pound figure on the scale. It delivers a 3,200 SPM blade speed and features quality of life enhancements like distortion- and waste-free cutting capabilities and a soft start to make the tool easier to initiate.
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This is designed for cutting sheet metal, and as such it’s not something that’s going to take up space in many casual tool users’ collections. From the specs, it appears powerful and effective at its job, but metalworking isn’t a common theme among DIYers seeking to make routine improvements around their homes or other living spaces. This is a potentially valuable addition for home mechanics working on project cars and others who naturally encounter metal parts, however. Instead of using an angle grinder, which can be a nerve-wracking tool to operate and often leaves jagged, uneven cut lines in your workpiece, this shear is meant to make more delicate and precise cuts for replacement parts or patches.
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Non-Contact Voltage Tester with Flashlight (24 to 1,000V AC Rated)
Among some of the biggest mistakes you can make while handling electrical repairs, failing to use proper safety gear to test your work environment is potentially the most egregious. This is a simple workflow error rather than something that arises from a gap in knowledge or skill — it’s simply vital to know if the wiring you’re working with is live.
The Non-Contact Voltage Tester with Flashlight (24 to 1,000V AC Rated) can help support this mission effectively. It features a durable construction with an ergonomic rubber grip and TPE reinforced housing, making it jobsite-ready and capable of withstanding drops of up to 6 feet. It offers dual voltage range compatibility, With a standard 90 to 1,000V testing range and a lower 24V minimum threshold for both typical and low voltage applications. It’s also rounded out with an IP67 rating, making it great for use in challenging working environments.
The tool features a belt clip, so it should be easy to carry in a pocket or on a tool belt. It also utilizes an integrated flashlight, which is a handy addition considering that many electrical repair tasks will take place with the lights off. It features voltage indication using colored LED lights: Green for no voltage, red when voltage is detected, and orange for low voltage settings. It’s found at Home Depot for $47.
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18V Brushless 9-Inch Cut Off Saw
Sometimes known as a “consaw” because it’s frequently used to cut concrete, the cut off saw can come in either electric and gasoline powered builds, with electric models offering the notable ability to be used indoors as a result of its emission-free operation. The battery-powered 18V Brushless 9-Inch Cut Off Saw is a $689 purchase at Acme Tools as a bare tool.
This saw comes with a 9-inch cutting wheel that offers over 3 inches in maximum cutting depth. The tool features a six-position cutting guard that allows you to adjust for a variety of cutting needs and working angles. It also operates with a wraparound handle and ergonomic design for better control. it can be used in either wet or dry cutting, with a simple water shutoff valve that allows you to swap between functions as necessary. This is a relatively lightweight option, weighing just under 12 pounds, and therefore delivers good control and the ability to use the tool for longer sessions without fatiguing too badly. This is also another tool offered under the AmpShare system.
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12V 11.5-Foot Handheld Inspection Camera
Installation and repair tasks aren’t always straightforward. You’ll often encounter challenges in gaining access to certain areas, and in many cases, it can be impossible to progress beyond early stages without something like the 12V 11.5-Foot Handheld Inspection Camera in your arsenal. Running new wires, for instance, requires you to be able to find both ends that you’re looking to connect, ideally without destroying the wall in between. An inspection camera allows you to thread the end into the recessed space in order to evaluate what you’re working with in areas that are impossible to view otherwise.
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This tool features an 11.5 foot camera cord, offering plenty of reach to tackle jobs behind walls, in recessed areas under the hood of a project car, an in HVAC settings, to name a few. It’s listed for $540 at Amazon.
The camera features a high resolution, enhanced display with a 5-inch screen that captures color images and video. It features an ergonomic handle and integrated connectivity that allows you to upload images directly to a computer via USB-C cable, with one included in the tool’s packaging. The camera runs on Bosch’s 12V battery system, making it lightweight and easier to maneuver than a larger, alternative 18V tool.
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18V Brushless Threaded Rod Cutter
The 18V Brushless Threaded Rod Cutter ($365 at Acme Tools) eliminates the need to cut metal rods with a hacksaw or angle grinder. That difference is only marginal for anyone who only needs to cut a few lengths for a single project. However, frequent repetition of this task can become cumbersome without something specifically designed to handle the work.
This is because cutting just about any kind of metal component with a handheld hacksaw or a blunt instrument of destruction like the angle grinder often creates uneven faces and edges. Getting the cut precisely where you want it isn’t always easy, and you’ll often leave a burr on the end of your workpiece, adding another step that needs to be completed before the material is ready for use. Otherwise, you’ll risk deep cuts from the smallest of protrusions, as well as damage to other components. This tool promises burr-free cuts with the ability to cut up to ½-inch threaded rods with a range of multi-cutting dies. It features an auto stop function with an adjustable depth gauge to add key precision and consistency to your cuts.
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12V Drill/Driver with 5-in-1 Flexiclick System
Your drill/driver combo very well may be the most used tool in your collection. It’s a versatile piece of equipment that’s called for in just about every project type you’ll encounter. However, some drills offer enhanced function with unique augmentations. The 12V Drill/Driver with 5-in-1 Flexiclick System ($224 at Walmart) is one of these tools and comes with four head attachments that expand on what a standard drill can do. The two primary standouts here are the offset and 90-degree heads (although there’s also a hex bit holder and keyless chuck, as well), allowing you to handle fastener driving at odd angles without breaking a sweat.
These attachments could be critically important for furniture making and plenty of repair tasks that require stripping down components and then eventually having to put the whole thing back together. The tool comes as a kit with a carrying case, charger, two 2.0Ah batteries, and the four heads. These drill attachments can be oriented in any of 16 positions, and they feature the ability to rotate without removing the head, giving you the ability to adjust on the fly with ease.
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