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
Snap, YouTube, and TikTok settle suit over harm to students
Snap, YouTube, and TikTok have settled the first lawsuit of its kind, alleging that social media addiction has cost public schools massive amounts of money, according to Bloomberg. The suit, filed by the Breathitt County School District in Kentucky, claims that social media has disrupted learning and created a mental health crisis, straining budgets. The terms of the settlement have not been revealed yet, and Meta is still facing a trial in the same suit, which is viewed as a bellwether for over 1,000 similar lawsuits across the country
This follows an earlier case, settled by Snap and TikTok, in which a 19-year-old plaintiff claimed significant personal injury due to addictive social media apps. Google and Meta did not agree to a settlement in that suit, and it eventually went to trial, where a jury awarded the plaintiff $6 million. Meta also recently lost a suit brought by New Mexico’s Attorney General, to the tune of $375 million.
Beyond monetary awards, many, including New Mexico, are pushing for significant changes to social media apps to limit their harm to minors. And this is just the start of what’s shaping up to be a busy year for social media lawsuits. According to Bloomberg, lawyers representing school districts said their “focus remains on pursuing justice for the remaining 1,200 school districts who have filed cases.”
Technology
Missed voicemails with no calls? It could be a scam
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It starts quietly. Your phone buzzes. You see a voicemail notification. But your phone never rang. Then it happens again. And again. Before long, your voicemail inbox looks like it’s under attack.
That’s exactly what Mike from Westport, CT, is dealing with right now. He wrote to us saying,
“I am so upset. Every 20 to 30 minutes, I am getting voicemails, but what’s weird is my phone never rings. After blocking the number, it just rolls over to a new source number. When I go to play the message, there is no audio. Is this a scammer just trying to get me to call them back? Not sure what the endgame is here. What can I do to stop this from happening? I really appreciate your help.”
What he is describing is something we’re seeing more often. It may feel random, but there’s a clear pattern behind this voicemail scam and here’s what you need to know to stay safe.
RECEIVING UNEXPECTED INTERNATIONAL CALLS? WHAT YOU NEED TO KNOW
Silent voicemail scams can flood a phone with blank messages even when the device never rings. (Getty Images)
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What the silent voicemail scam actually is
This tactic is often called a silent voicemail scam or ringless voicemail spam. Here’s how it works in plain terms:
- Scammers drop voicemail messages directly into your inbox
- Your phone never rings, so it feels strange and urgent
- The message is blank, garbled or extremely short
- The number changes constantly to avoid blocks
At first glance, it looks like a glitch. That confusion is the point.
What’s really happening behind the scenes
This pattern almost always points to automated robocall systems using caller ID spoofing, not real people manually calling you.
Here’s what’s likely happening:
- Automated dialing systems are repeatedly hitting your number
- They use spoofed or constantly changing caller IDs, which is why blocking one number doesn’t stop it
- Some calls connect briefly, then drop, leaving behind a silent or very short voicemail
- In some cases, the system is “pinging” your number to confirm it’s active
Once a number is confirmed as active, it can be shared across spam networks and used in future campaigns.
Why scammers leave empty voicemails
It seems pointless, but there’s a strategy behind it.
1) They want you to call back
Curiosity does the work for them. Many people return the call just to figure out what happened. When you call back, you may:
- Reach a premium-rate number that charges per minute
- Get routed into a scam call center
- Confirm your number is active and monitored
2) They test if your number is real
Even if you never call back, your voicemail confirms your number is in use. That makes it more valuable for future scams.
3) They try to bypass spam filters
Because your phone never rings, traditional call filters may not catch it. That lets more of these messages slip through.
Why do the numbers keep changing
You block one number, and another appears minutes later. That’s usually a sign of caller ID spoofing and number cycling. Scammers use software to falsify the number that shows up on your phone and rotate through large batches of numbers to stay ahead of blocks and spam filters. Some of those numbers may be completely fabricated, while others may belong to real people whose caller ID information is being misused. Many of those numbers are:
- Fake
- Reassigned or temporarily used
- Tied to real people who have no idea their number is being spoofed
Blocking a single number can still be worth doing, but it usually will not stop the campaign by itself because the caller can keep switching numbers.
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Scammers may use ringless voicemail spam and caller ID spoofing to test whether a phone number is active. (Getty Images)
Is your phone being hacked?
This is one of the first things many people worry about. In most cases, no. These silent voicemails are more likely to be part of a scam call or robocall campaign than a sign that your phone has been hacked. Scammers can use tactics such as caller ID spoofing and ringless voicemail to reach you without making the call feel normal.
The bigger risk isn’t your phone itself. It’s how the scam tries to get you to respond. Calling back, pressing prompts or engaging with the message can confirm that your number is active and may expose you to more scam attempts. The FTC specifically advises people to hang up or delete the voicemail and not call back unknown numbers.
How to stop silent voicemail scams
You don’t have to just put up with it. There are ways to reduce or stop these messages.
1) Do not call back unknown numbers
Even if it feels harmless, skip it. If it’s important, the caller will leave a real message.
2) Enable spam call filtering
On iPhone and Android, turn on built-in call filtering and silence unknown callers. This helps reduce future attempts.
How to enable spam call filtering
On iPhone (latest iOS)
Apple now gives you two strong options: Silence Unknown Callers and Call Screening.
Option 1: Silence unknown callers
- Open Settings
- Tap Apps
- Tap Phone
- Scroll down and turn on Unknown Callers
This sends calls from numbers not in your contacts straight to voicemail without ringing.
Option 2: Turn on Call Screening (recommended)
- Open Settings
- Tap Apps
- Tap Phone
- Scroll down and under Screen Unknown Callers, select Ask Reason for Calling
This feature prompts unknown callers to say who they are before your phone rings, which filters out many spam calls automatically.
Optional: Enable spam identification
- Go to Settings
- Tap Apps
- Tap Phone
- Tap Call Blocking & Identification
- Tap Business Call Identification
- Make sure it is set to ON
This allows your iPhone to show verified business names and logos for legitimate callers when available.
On Samsung
Samsung combines spam protection with AI call screening.
Settings and feature names may vary depending on your Samsung model, carrier and software version.
Option 1: Turn on spam protection
- Open the Phone app
- Tap the three-dot menu (top right)
- Tap Settings
- Tap Caller ID and spam protection
- Toggle it ON
This flags suspected spam calls before you answer.
Option 2: Block unknown callers
- Open the Phone app
- Tap the three-dot menu (top right)
- Tap Settings
- Tap Block numbers
- Turn on Block calls from unknown numbers
This stops hidden or unidentified numbers from ringing your phone.
Option 3: Enable Call Screen (best option)
- Open the Phone app
- Tap the three-dot menu (top right)
- Tap Settings
- Tap Bixby Text Call or just Text Call
- Toggle it ON
This lets your phone answer unknown calls with AI and show you what the caller says in real time.
One important reality check: Even with these turned on, some calls may still go to voicemail. That’s because voicemail is controlled by your carrier, not your phone.
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Unknown voicemail messages that contain no audio may be part of an automated robocall campaign. (Kurt “CyberGuy” Knutsson)
3) Use a call-blocking app
Apps can spot patterns faster than manual blocking and stop repeat offenders. Many of these apps can also identify known scam numbers and automatically block high-risk calls, helping reduce how often your phone gets hit.
4) Contact your carrier
Many carriers offer network-level spam blocking. Ask about tools that block ringless voicemail or robocalls.
5) Use a data removal service
If your number keeps getting hit, it may already be circulating on marketing lists or data broker sites. These data removal services scan for your personal information and help remove it from databases that scammers often tap into. Cutting down where your number appears can reduce how often you get targeted over time. 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
6) Report the activity
You can report unwanted calls and voicemails to the Federal Trade Commission at reportfraud.ftc.gov or by calling 1-877-FTC-HELP (1-877-382-4357). Reports help track and shut down large scam campaigns.
7) Protect your number going forward
Avoid posting your phone number publicly. The less exposure it has, the harder it is for scammers to target you.
8) Register your phone number on the National Do Not Call Registry at donotcall.gov/
This can help reduce telemarketing calls from legitimate businesses, but it unfortunately won’t stop scammers, illegal robocalls, or exempt organizations (like charities and political groups) from calling you. Scammers often ignore the registry and use tactics like number spoofing to bypass it. Want to know more about why your phone still won’t stop ringing and what you can do about it? Check out our article on the ‘Do Not Call’ list loophole.
Kurt’s key takeaways
Silent voicemails are designed to mess with your instincts. They rely on curiosity and confusion, not sophisticated hacking. The best move is simple. Don’t engage. Let them hit a dead end. Over time, that tells the system your number isn’t worth the effort.
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So here’s the real question: If scammers are counting on curiosity to hook you, how often do you think that instinct is working on other people right now? Let us know by writing to us at Cyberguy.com
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Copyright 2026 CyberGuy.com. All rights reserved.
Technology
Xbox is now XBOX
Xbox just allcapsmaxxed: Meet XBOX. This isn’t a joke; Microsoft appears to be actually rebranding Xbox to XBOX. Asha Sharma, Xbox CEO, ran a poll on X earlier this week, asking fans whether Microsoft should use Xbox or XBOX. The results were in favor of XBOX, and the company has now renamed its X account.
Curiously, the Threads and Bluesky accounts for Xbox haven’t been renamed yet, but if Microsoft is going ahead with a rebranding then I expect those will change soon. I asked Microsoft to comment on this potential Xbox rebranding and the company simply referred me to Sharma’s post.
The use of all caps for Xbox is a return to original form, though. Microsoft’s first Xbox logo for its console was all caps, and the company has favored using similar capped versions for the Xbox 360, Xbox One, and Xbox Series X / S console logos.
The apparent rebranding comes just a few weeks after Sharma scrapped Microsoft Gaming and renamed Microsoft’s gaming division back to Xbox. It’s part of Sharma’s continued promise of a “return of Xbox,” which has involved fan-focused console updates, a new Xbox logo, Game Pass pricing changes, and lots more in recent weeks.
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