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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Copyright 2025 CyberGuy.com. All rights reserved.
Technology
Amazon’s smart shopping cart for Whole Foods gets bigger, lighter, and adds tap-to-pay
Amazon is launching a revamped version of its smart shopping cart, which it plans to bring to dozens of Whole Foods locations by the end of this year, according to an announcement on Wednesday. The new Dash Cart features a “more responsive” item scanner that’s now located next to the built-in display, along with a new NFC reader that lets you tap to pay with your credit card or phone.
Amazon’s previous Dash Cart design put scanners beneath and in front of the handle, potentially making them harder to spot. It also only let you pay with the credit card attached to your Amazon account.
With the upgraded Dash Cart, you’ll find a new scale alongside the cart’s handle, which Amazon says “works in tandem with on-cart cameras, weight sensors, and deep learning models to ensure accurate pricing for every item.” The upgraded Dash Cart eliminates the large sensors facing inside the cart as well, offering a 40 percent larger capacity and a 25 percent lighter weight.
The Dash Cart shows an interactive map of the store on its display, similar to Instacart’s smart Caper Cart. You can sync your shopping list created with Alexa, too, and see how much you’re spending as you add more items to your cart. The cart uses built-in sensors and computer vision to detect when you’ve removed an item, allowing it to automatically update your total. When you’re done shopping, you can skip the checkout line and leave the store in a designated Dash Cart lane.
Amazon is launching its new Dash Cart as the company shakes up its grocery business, which has tied Whole Foods more closely to the Amazon brand. The company has already brought its new Dash Cart to three Whole Foods stores in McKinney, Texas; Reston, Virginia; and Westford, Massachusetts, along with two Amazon Fresh stores.
Technology
Fake error popups are spreading malware fast
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A dangerous cybercrime tool has surfaced in underground forums, making it far easier for attackers to spread malware.
Instead of relying on hidden downloads, this tool pushes fake error messages that pressure you into fixing problems that never existed. Security researchers say this method is spreading quickly because it feels legitimate. The page looks broken. The warning feels urgent. The fix sounds simple.
That combination is proving alarmingly effective for cybercriminals.
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How fake error malware attacks actually work
These attacks begin with a compromised website. When a visitor lands on the page, something looks wrong right away. Text appears broken. Fonts look scrambled. Visual elements seem corrupted. A pop-up then appears claiming the issue can be fixed with a browser update or a missing system font. A button offers to repair the problem instantly.
Clicking that button copies a command to the clipboard and displays instructions to paste it into PowerShell or a system terminal. That single step launches the infection.
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Fake error popups make a website look broken by scrambling text or fonts to create urgency and panic. (Jens Büttner/picture alliance via Getty Images)
Why this new tool changes the threat landscape
The tool behind these attacks is called ErrTraffic. It automates the entire process and removes the technical barriers that once limited cybercrime operations. For about $800, attackers get a full package with a control panel and scripted payload delivery. Analysts at the Hudson Rock Threat Intelligence Team identified the tool after tracking its promotion on Russian-language forums in early December 2025.
ErrTraffic works through a simple JavaScript injection. A single line of code connects a hacked site to the attacker’s dashboard. From there, everything adapts automatically. The script detects the operating system and browser. It then displays a customized fake error message in the correct language. The attack works across Windows, Android, macOS and Linux.
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The popups often claim a browser update or missing system font is needed to fix the problem. (Daniel Acker/Bloomberg via Getty Images)
Why security software struggles to stop it
Traditional malware defenses look for suspicious downloads or unauthorized installations. ErrTraffic avoids both. Browsers see normal text copying. Security tools see a legitimate system utility being opened manually. Nothing appears out of place. That design allows the attack to slip through protections that would normally stop malware in its tracks.
The success rate is deeply concerning
Data pulled from active ErrTraffic campaigns shows conversion rates approaching 60%. That means more than half of the visitors who see the fake error message follow the instructions and install malware. Once active, the tool can deliver infostealers like Lumma or Vidar on Windows devices. Android targets often receive banking trojans instead. The control panel even includes geographic filtering, with built-in blocks for Russia and neighboring regions to avoid drawing attention from local authorities.
What happens after infection?
Once malware is installed, credentials and session data are stolen. Those compromised logins are then used to breach additional websites. Each newly hacked site becomes another delivery vehicle for the same attack. That cycle allows the campaign to grow without direct involvement from the original operator.
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Following the on-screen instructions can quietly trigger malware that steals passwords and personal data. (Kurt Knutsson)
Ways to stay safe from fake error malware
A few smart habits can significantly reduce risk when facing fake error pop-ups and browser-based traps.
1) Never run commands suggested by a website
Legitimate websites never ask you to copy and paste commands into PowerShell or a system terminal. Fake error malware relies on convincing messages that pressure you into doing exactly that. If a page instructs you to run code to fix a problem, close it immediately.
2) Close pages that claim your system is corrupted
Fake error campaigns often use broken text, scrambled fonts or warnings about missing files to grab attention. As a result, these visuals create urgency and trigger fear. In reality, a real system problem never announces itself through a random website, so close the page right away.
3) Install updates only through official system settings
Real browser and operating system updates come from built-in update tools, not pop-ups on websites. If an update is needed, your device will notify you directly through system settings or trusted app stores.
4) Install strong antivirus software on every device
Strong antivirus software can help block malicious scripts, detect infostealers and stop suspicious behavior before damage spreads. This is especially important since fake error malware targets Windows, Android, macOS and Linux systems.
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 and iOS devices at Cyberguy.com.
5) Use a data removal service to reduce exposure
Stolen credentials fuel the spread of fake error malware. Removing personal information from data broker sites can reduce the impact if login details are compromised and limit how far an attack can spread.
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.
Check out my top picks for data removal services and get a free scan to find out if your personal information is already out on the web by visiting Cyberguy.com.
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6) Treat font and browser update pop-ups with suspicion
Claims about missing fonts or outdated browsers are a hallmark of these attacks. Modern systems manage fonts automatically, and browsers update themselves. A webpage has no reason to request manual fixes.
If a real update is needed, the operating system will request it directly. A random webpage never should.
Kurt’s key takeaways
Fake error malware works because it plays on a very human reaction. When something on a screen suddenly looks broken, most people want to fix it fast and move on. That split-second decision is exactly what attackers are counting on. Tools like ErrTraffic show how polished these scams have become. The messages look professional. The instructions feel routine. Nothing about the moment screams danger. But behind the scenes, one click can quietly hand over passwords, banking access and personal data. The good news is that slowing down makes a real difference. Closing a suspicious page and trusting built-in system updates can stop these attacks cold. When it comes to pop-ups claiming your device is broken, walking away is often the smartest fix.
Have you ever seen a pop-up or error message that made you stop and wonder if it was real? Tell us what it looked like and how you handled it by writing to us at Cyberguy.com.
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Technology
Intel is planning a custom Panther Lake CPU for handheld PCs
Intel announced yesterday that it’s developing an entire “handheld gaming platform” powered by its new Panther Lake chips, and joining an increasingly competitive field. Qualcomm is hinting about potential Windows gaming handhelds showing up at the Game Developers Conference in March, and AMD’s new Strix Halo chips could lead to more powerful handhelds.
According to IGN and TechCrunch, sources say Intel is going to compete by developing a custom Intel Core G3 “variant or variants” just for handhelds that could outperform the Arc B390 GPU on the chips it just announced. IGN reports that by using the new 18A process, Intel can cut different die slices, and “spec the chips to offer better performance on the GPU where you want it.”
As for concrete details about the gaming platform, we’re going to have to wait. According to Intel’s Dan Rogers yesterday, the company will have “more news to share on that from our hardware and software partners later this year.” The Intel-based MSI Claw saw a marked improvement when it jumped to Lunar Lake, and hopefully the new platform keeps up that positive trend.
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