Technology
AI truck system matches top human drivers in massive safety showdown with perfect scores
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A new safety evaluation shows the Kodiak Driver, an autonomous system from Kodiak AI, tied for the top safety score among more than 1,000 commercial fleets run by human drivers. The evaluation came from Nauto, Inc., creator of the Visually Enhanced Risk Assessment, or VERA Score. This system uses AI to measure fleet safety on a scale of 1 to 100.
The Kodiak Driver earned a remarkable score of 98. That result placed it beside the safest human fleets in Nauto’s global network. The findings sparked discussion across the trucking industry and raised new questions about the role of automation in freight transport.
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WILL AUTONOMOUS TRUCKS REPLACE DRIVERS BY 2027?
The Kodiak Driver, an autonomous trucking system powered by AI, earned a top VERA Score of 98 in a new safety evaluation. (Kodiak)
Kodiak Driver’s autonomous truck safety evaluation results
Kodiak’s VERA Score of 98 matched the highest rating among all fleets evaluated. Fleets with Nauto’s safety technology average a score of 78, while those without the technology average only 63.
The Kodiak Driver achieved perfect scores of 100 in inattentive driving, high-risk driving and traffic violations. Its lowest score, 95, came in aggressive driving. The VERA Score combines over 20 vision-based AI variables into one clear safety rating.
Nauto found that every 10-point increase in VERA Score cuts collision risk by about 21%. A near-perfect score like Kodiak’s represents a strong improvement over typical human performance on the road.
The strong results didn’t come as a surprise to Kodiak’s leadership. Don Burnette, founder and CEO of Kodiak, told CyberGuy: “Achieving the top safety score among more than 1,000 commercial fleets in Nauto’s Visually Enhanced Risk Assessment (VERA Score®) proprietary safety benchmark is a testament to the Kodiak’s focus on safety. Safety is at the foundation of everything Kodiak builds. Our core value is ‘safety first and always.’ We believe independent safety evaluations like Nauto’s help to validate what we already know: the Kodiak Driver is already among the safest drivers on American highways. They also help to establish and build public awareness around how safe our technology truly is.”
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The growing impact of AI on truck driving safety
Nauto equipped the trucks with advanced monitoring and hazard detection systems. These tools track both the driving environment and vehicle behavior in real time. Removing human factors such as distraction, fatigue and delayed reaction directly improves safety.
Burnette said in a company statement that the system “is never drowsy, never drunk, and always paying attention.” That constant awareness allows the Kodiak Driver to operate defensively and predictably, two traits linked to safe driving.
The VERA Score also gives fleets a consistent way to measure safety. Companies can now shift from reacting to crashes to preventing them.
Federal Motor Carrier Safety Administration data support the trend. U.S. commercial truck crashes dropped from more than 124,000 in 2024 to roughly 104,000 this year. Fewer crashes mean fewer fatalities and safer highways overall.
Kodiak’s self-driving trucks combine AI vision and real-time data to reduce risky behavior and improve on-road performance. (Kodiak)
THE ROAD TO PROSPERITY WILL BE PAVED BY AUTONOMOUS TRUCKING
Concerns about autonomous truck safety
Not everyone is ready to hand over the wheel to artificial intelligence. Some industry experts point out that while systems like the Kodiak Driver perform well in controlled evaluations, real-world roads can still pose unpredictable challenges. Weather, human drivers and mechanical issues remain complex variables for autonomous systems to manage.
Others worry about the impact on jobs. As AI takes on more driving responsibilities, professional drivers wonder what the shift will mean for employment and pay across the trucking industry.
Safety advocates also call for clearer regulations and public transparency.
Even supporters of the technology agree that continued oversight, testing and gradual rollout are essential. Progress is promising, but trust takes time.
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What this means for you
If you work in logistics, fleet management or transportation tech, this news hits close to home. The Kodiak Driver’s near-perfect score proves that autonomous systems aren’t just catching up to human drivers; they’re starting to edge ahead in safety.
Businesses could see big gains. AI-powered safety tools help cut liability, lower costs and keep fleets running smoothly. The technology doesn’t need rest breaks or reminders to stay focused, which makes every mile more efficient.
Regulators are also paying attention. Verified data like this builds trust and clears the way for safer, wider use of autonomous trucks. It’s proof that technology can deliver real-world safety, not just promise it.
Drivers on everyday roads benefit too. Fewer crashes mean safer highways and more reliable deliveries. When trucks drive smarter, everyone shares the reward. Human drivers aren’t going anywhere soon, but AI is quickly becoming their most reliable partner. It helps prevent fatigue, distraction and those risky split-second decisions that lead to trouble.
AI-driven fleets are proving that technology and human expertise can work together to make highways safer for everyone. (PlusAI)
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Kurt’s key takeaways
This study marks a major step in redefining what safe driving means. An autonomous system equaling the best human fleets signals that automation is moving from theory to reality. Still, the shift raises questions. How soon will public trust catch up with technology? Can regulations evolve fast enough to support widespread adoption? Will drivers adapt to sharing the road with machines that never tire or lose focus? What remains certain is that safety innovation is transforming transportation. Autonomous systems like the Kodiak Driver are proving that technology and safety can move forward together.
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So here’s something to think about: If AI-driven trucks already match the safest human fleets, are we ready to let them take the wheel on our highways? Let us know by writing to us at Cyberguy.com.
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Technology
The best AR glasses are cheaper than ever during Black Friday
I’ll admit it, I thought AR glasses like the Xreal One were a joke when I first heard about them. But they clicked for me as a gamer when I realized they could be plugged into a Steam Deck or an iPad to have my own huge, private display no matter where I am. If you want to be fully immersed in your games and movies (without wearing a bulky VR headset), there are some great AR glasses on sale for their lowest prices ever for Black Friday.
The Xreal One glasses are packed with features and cost $399.99 at Amazon and Best Buy, which is $180 off the original price. This model will look unassuming on your face, save for the USB-C cable you’ll attach to its ear hook to connect your device. The One supports a fast 120Hz refresh rate at 1080p, and its Micro OLED screens provide excellent contrast. The arms of the glasses have built-in Bose-tuned speakers that pipe audio downwards into your ears.
One of my favorite features in the One, three degrees of freedom, lets you virtually anchor the screen in place so it’s not always moving with your head. If you’re in a car, train, or plane, this might be essential to use if watching screens makes your motion sickness worse. As for downsides, the One lacks a hardware-based myopia dial to account for nearsightedness. If the screens look blurry, you may need to get prescription lenses for them.
If having myopia adjustments is crucial to you, I suggest checking out Viture’s Luma Pro glasses, which include the setting. You can get them in the regular size for $424.99 (typically around $500 outside of a sale) at Amazon and Best Buy, or in a large size for $449, also at Amazon. These have a bit more of a gamer-y look, which some may not like, but they’re similar to the Xreal One in both functions and specs. They boast a slightly sharper 1200p resolution with Micro OLED screens and up to a 120Hz refresh rate. Harman tuned their built-in speakers.
We apparently can’t just have one set of AR glasses in 2025 that can do it all for under $500, though. The Viture model lacks the three degrees of freedom that the Xreal One includes. In other words, the screen’s image will move as you move your head. That’ll either be totally fine with you, or it’ll be a deal-breaker.
Technology
Cloud Storage Full scam steals your photos and money
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A new scam is sweeping across smartphones and catching thousands of people off guard. Criminals are sending fake “Cloud Storage Full” or “photo deletion” alerts that claim your images and videos are about to disappear unless you upgrade your storage. The warning looks urgent and real. It even mimics major cloud services. But the moment you click the link, you enter a trap.
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How this fast-growing Cloud Storage Full scam tricks victims
Trend Micro researchers recently uncovered this fast-growing phishing campaign after seeing a massive jump in activity. The company reports a 531% month-over-month spike from September to October, which shows how quickly the scheme is spreading.
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Scammers use convincing storage alerts and fake dashboards to push victims into paying small fees that expose their credit card details. (Pixelfit/Getty Images)
Scammers are sending personalized SMS and iMessage alerts that include your name and a believable count of photos or videos. Once you tap the link, you land on a very convincing fake website that appears to be a cloud storage dashboard. From there, you are urged to pay a tiny $1.99 upgrade fee to prevent deletion. Instead of protecting anything, you hand over your credit card, PayPal login or other personal information.
Trend Micro provided several screenshots and internal samples that reveal how polished the scam has become. The fake sites use progress bars, countdown timers and warnings that your files will be lost. They even simulate a cloud storage layout to match the look of popular platforms.
Jon Clay, VP of Threat Intelligence at Trend Micro, shared an important warning to CyberGuy:
“The recent spike in ‘Cloud Storage Full’ scams shows just how well cybercriminals are perfecting emotional manipulation. These scams prey on fear and urgency, warning users their photos will be deleted unless they pay a small upgrade fee. During a time of year when we may be capturing many precious moments on camera, scammers are targeting older adults who may think this type of scam message is legitimate and who may be worried and anxious about losing something that cannot easily replace. Consumers should always stay cautious of unsolicited messages and always verify alerts directly through official apps or websites.”
Trend Micro’s analysis outlines exactly how the scam works, from the initial message to the final theft. Their screenshots show fake dashboards, false warnings and pages asking for credit card or PayPal details. Some versions even redirect to legitimate sites later to cover their tracks.
How the Cloud Storage Full scam works
Scammers follow a predictable pattern with this scheme, and each stage reveals a clear red flag that can help you spot the danger early.
1) Initial contact
Victims receive an unsolicited SMS or iMessage that claims their photos or videos will be deleted soon. Messages include the person’s first name and fake counts like “1,675 images” or “2,010 snaps” to boost credibility. Scammers add statements like “Act now” or “Final warning” to trigger panic. Each message ends with a short link that leads to a malicious .info domain.
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2) Trust building
After tapping the link, the user arrives at a fake “Cloud Storage Full” website. It mirrors the fonts, icons and button styles of real cloud services. Users see alerts such as “Your photos, contacts and private data will be lost.” Everything looks polished to reduce suspicion.
3) The hook
The site claims your storage is completely full and urges a one-time upgrade for $1.99. A progress bar sits at 100 percent full and a countdown timer warns that data will vanish in minutes. The “Continue” button goes to a fake payment page.
4) The exit
Once victims enter credit card or PayPal details, scammers harvest the data instantly. Attackers may use stolen credentials for unauthorized purchases, credential stuffing or resale on dark web markets. Some victims receive fake receipt emails to make the charge look legitimate.
Trend Micro reports that certain scam sites later redirect to real pages like iolo.com to hide their tracks.
Scammers use fake dashboards and alerts to push victims to share payment info. (Kurt “CyberGuy” Knutsson)
Red flags to watch for
- Urgent warnings that your photos will be deleted
- Unfamiliar links ending in .info
- Messages that include your name to appear credible
- Payment requests for tiny fees like $1.99
- Countdown timers meant to force quick decisions
- Sites that look familiar but have unusual URLs
Tips to stay safe from Cloud Storage Full scams
Scammers rely on fear and urgency to push quick decisions, but a few smart habits can shut down their tricks before they start.
1) Verify alerts inside the official app or website
Open your cloud storage app or go to the official website directly. If you see a real problem, it will appear there. This simple step prevents you from reacting to fake warnings.
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2) Never tap storage alerts sent through SMS or iMessage, and use strong antivirus software
Break the habit of tapping links in messages. Real cloud services rarely text users about photo deletion. A strong antivirus tool will flag dangerous links before they open.
The best way to safeguard yourself from malicious links that install malware, potentially accessing your private information, is to have strong antivirus software installed on all your devices. This protection can also alert you to phishing emails and ransomware scams, keeping your personal information and digital assets safe.
Get my picks for the best 2025 antivirus protection winners for your Windows, Mac, Android & iOS devices at Cyberguy.com
3) Use a data removal service
Consider using a reputable data removal service to scrub your personal details from data broker sites. This step makes it harder for scammers to target you with personalized messages that look real.
While no service can guarantee the complete removal of your data from the internet, a data removal service is really a smart choice. They aren’t cheap, and neither is your privacy. These services do all the work for you by actively monitoring and systematically erasing your personal information from hundreds of websites. It’s what gives me peace of mind and has proven to be the most effective way to erase your personal data from the internet. By limiting the information available, you reduce the risk of scammers cross-referencing data from breaches with information they might find on the dark web, making it harder for them to target you.
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4) Watch for strange links
Look closely at every link. Scammers rely on short domains that look suspicious. Legitimate companies avoid shortened URLs and unknown domains.
5) Use multi-factor authentication
Turn on multi-factor authentication (MFA) for all cloud and payment accounts. It adds a powerful layer of protection if criminals steal your login.
6) Check your credit card for small test charges
Review your statements often. Attackers start with tiny charges to test a card before making bigger purchases.
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7) Use a password manager
A good password manager helps you create strong, unique passwords. It limits the fallout if your login appears in a data breach.
Next, see if your email has been exposed in past breaches. Our #1 password manager pick includes a built-in breach scanner that checks whether your email address or passwords have appeared in known leaks. If you discover a match, immediately change any reused passwords and secure those accounts with new, unique credentials.
These fake storage warnings mimic real cloud services and pressure users to upgrade for $1.99. Once you enter payment info, scammers steal it instantly. (uchar/Getty Images)
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8) Report suspicious messages
Forward scam texts to 7726 (SPAM). This helps carriers block similar messages for everyone.
Kurt’s key takeaways
This scam spreads because it hits people where they are most vulnerable. Our phones store personal memories, family events and moments we never want to lose. Scammers know this and are now creating messages that look real enough to fool even the most cautious users. Emotional triggers like fear and urgency remain powerful tools for cybercriminals. Always question surprise warnings about data loss. When in doubt, check your account directly through the official app or website. A few seconds of verification can save you from credit card theft and identity headaches.
Have you ever received a message like this, and how did you handle it? Let us know by writing to us at Cyberguy.com
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Technology
You can now try the Xbox Full Screen Experience on any PC, laptop, or tablet
Microsoft is bringing the Xbox Full Screen Experience (FSE), which adds a console-like UI while navigating through your game library on a PC with a controller, to laptops, desktops, and tablets. FSE launched with the Xbox Ally and Xbox Ally X, and it has so far only been available on PC handhelds.
The expansion to laptops, desktops, and tablets is available as part of new Windows Insider Preview Builds on the Dev and Beta channels and for people in the Xbox Insider Program. To turn on FSE on your PC, “hover over the Task View icon on your taskbar and choose Xbox full screen experience,” Microsoft says. “You can also open Xbox full screen experience in Game Bar > Settings or by pressing Win + F11 to toggle the experience.”
However, even if you’re a Windows Insider, you may not have the access to FSE right away, as Microsoft says the feature is “gradually rolling out” with the new Windows Insider builds. It also requires that you have the Xbox app from the Microsoft store.
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