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AI truck system matches top human drivers in massive safety showdown with perfect scores

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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.

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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.

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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.

A red Kodiak self-driving semi-truck drives on a highway under a blue sky near an exit sign.

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.

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Even supporters of the technology agree that continued oversight, testing and gradual rollout are essential. Progress is promising, but trust takes time.

AI DRONE FINDS MISSING HIKER’S REMAINS IN MOUNTAINS AFTER 10 MONTHS

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.

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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.

A semi truck on a road

AI-driven fleets are proving that technology and human expertise can work together to make highways safer for everyone. (PlusAI)

TESLA’S SELF-DRIVING CARS UNDER FIRE AGAIN

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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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Microsoft says it’s recovering after Azure outage took down 365, Xbox, and Starbucks

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Microsoft says it’s recovering after Azure outage took down 365, Xbox, and Starbucks

Starting at approximately 16:00 UTC on 29 October 2025, customers and Microsoft services leveraging Azure Front Door (AFD) may have experienced latencies, timeouts, and errors. We have confirmed that an inadvertent configuration change was the trigger event for this issue.

Affected Azure services may have included, but were not limited to:

App Service, Azure Active Directory B2C, Azure Communication Services, Azure Databricks, Azure Healthcare APIs, Azure Maps, Azure Portal, Azure SQL Database, Azure Virtual Desktop, Container Registry, Media Services, Microsoft Defender External Attack Surface Management, Microsoft Entra ID (Mobility Management Policy Service, Identity & Access Management, and User Management UX), Microsoft Purview, Microsoft Sentinel (Threat Intelligence), and Video Indexer.

The AFD service is now operating above 98% availability. While the majority of customers and services are mitigated or seeing strong improvement across affected regions, we are continuing to work on tail-end recovery for remaining impacted customers and services. We have revised our mitigation time and are currently tracking toward full mitigation by 00:40 UTC on 30 October 2025, though we will communicate if mitigation is achieved sooner.

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Withings’ urine scanning health tracker is now available for $350

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Withings’ urine scanning health tracker is now available for 0

Withings first announced its U-Scan, a non-invasive device you install in your toilet to track various health metrics, at CES 2023 two years ago. Unlike Kohler’s Dekoda, which uses a camera to analyze your poop, the U-Scan detects and samples your urine, tests it using replaceable cartridges, and sends the results to the Withings app, where you’ll get tips on how to improve your health if needed.

The device is finally launching in the US and Europe today with two different cartridges. The U-Scan Nutrio monitors nutrition by measuring four urinary biomarkers — including hydration, ketones, and vitamin C — while the U-Scan Calci tracks parameters such as calcium levels to monitor kidney health and the potential for developing kidney stones. The cartridge for tracking reproductive health that was announced alongside the U-Scan at CES 2023 won’t be available at launch, and while the device was originally waiting for FDA clearance, Withings now classifies it as a “wellness product,” so clearance isn’t necessary.

Pricing starts at $349.95 for the Proactive option, which includes the U-Scan itself, a charging and cleaning station, access to the Withings Plus service, and a single Nutrio or Calci cartridge with 22 tests that will last up to three months with just two weekly measurements. The $429.95 Intensive option instead includes two cartridges and 44 tests, facilitating more tests per week. Replacement cartridges, which can be shipped regularly as part of a subscription plan, are $99.95 each or $179.95 a pair.

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Technology

5 social media safety tips to protect your privacy online

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5 social media safety tips to protect your privacy online

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Let’s face it: Social media can feel like a minefield. Between oversharing personal details, friend requests from strangers and sneaky scams sliding into your DMs, it’s easy to put yourself at risk without realizing it. But staying safe online doesn’t have to be complicated. With a few smart settings and habits, you can enjoy social media without giving away more than you mean to.

Settings and menus on social media platforms can change over time and may vary by device (iOS vs. Android vs. Web) or region. The steps below were accurate at the time of publishing, but you may see slightly different wording or paths depending on updates, app version or mobile device manufacturer.

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HOW TO REMOVE YOUR PERSONAL INFO FROM PEOPLE-SEARCH SITES

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1) Turn off Location Sharing

Many apps automatically tag your posts with your location. That can let strangers know your routines or even your home address.

Scammers have a harder time learning about your life the less you share online.    (Kurt “CyberGuy” Knutsson)

How to turn off Location Sharing

On iPhone

  • Go to Settings.
  • Click Privacy & Security.
  • Tap Location Services.
  • Then pick the app.
  • Set it to “Never” or “While Using the App.”

On Android

(Settings may vary depending on your Android phone’s manufacturer.)

  • Go to Settings.
  • Tap Location.
  • Click App permissions.
  • Then select the app and toggle location off or select Don’t allow.

Note: Some apps may still have permission for “While using the app” or “Only this time.” So, you should check each app individually, especially camera and social-media apps, for location permissions.

Pro tip: Even turning off location for just your camera app helps keep photos from carrying hidden location data.

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META TO ALLOW TEENS’ PARENTS TO DISABLE PRIVATE CHATS WITH AI AFTER BACKLASH OVER FLIRTY CHATBOTS

A child holds an iPhone at an Apple store on Sept. 25, 2015 in Chicago.

Parents — and even some teens — are growing increasingly concerned about the effects of social media use on young people. (AP Photo/Kiichiro Sato, File)

2) Use a private account

A private account means only people you approve can see your posts and photos. Think of it like putting a lock on your front door.

How to set private accounts

Facebook

  • Go to Settings & Privacy.
  • Tap Settings.
  • Scroll to the Audience & Visibility (or Your Activity) section.
  • Click Posts.
  • Find “Who can see your future posts?” and set it to Friends.

Instagram

  • Tap your profile.
  • Tap the menu (☰).
  • Tap Account Privacy.
  • Toggle on Private account.

TikTok

  • Go to your Profile.
  • Tap the menu (☰).
  • Select Settings and privacy.
  • Tap Privacy.
  • Toggle on Private account.

X (formerly Twitter)

  • Click on your profile icon in the top left of the screen.
  • Open Settings and privacy.
  • Select Privacy and safety.
  • Tap Audience and tagging.
  • Toggle Protect your posts (or Protect your Tweets).
  • Once enabled, only approved followers can see your posts.

Snapchat

  • Open Settings (gear icon).
  • Scroll to Privacy Controls.
  • Under “Who Can,” adjust options like Contact Me, View My Story and See Me in Quick Add to Friends only.

YouTube

  • Go to your YouTube Studio (desktop or mobile app).
  • When uploading, set visibility to Private or Unlisted.
  • For existing videos, open the video’s settings and change visibility as needed.

Note: Entire channels cannot be made private, only individual videos.

LinkedIn

  • Tap your profile photo
  • Settings.
  • Go to Visibility.
  • Under Profile viewing options, select Private mode.
  • You can also control who sees your connections and activity under “Visibility of your LinkedIn activity.”
identity theft tech scam

Identity theft has become so commonplace that it no longer shocks you to hear about the latest scam. (Cyberguy.com)

3) Report suspicious accounts

Fake profiles are everywhere. Scammers may pose as friends, celebrities or even customer service reps. Reporting them helps keep you (and others) safe.

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How to report an account

Facebook

  • Go to the fake or impersonating profile.
  • Tap the three-dot menu (Options).
  • Select Find support or report profile.
  • Choose a reason, such as pretending to be someone else.
  • Follow the on-screen prompts to submit the report.

Instagram

  • Go to the profile.
  • Tap the three-dot menu.
  • Select Report.
  • Choose a reason.
  • Follow the on-screen instructions to complete the report.

TikTok

  • Open the profile.
  • Tap the three-dot menu (or sometimes the Share icon).
  • Select Report.
  • Choose Report account.
  • Select the reason.
  • Submit the report.

X (formerly Twitter)

  • Go to the account profile.
  • Tap the three-dot or overflow icon.
  • Select Report.
  • Choose the type of issue.
  • If you’re reporting an entire profile rather than a single post, select Report @username from the profile page.

YouTube

  • Go to the channel page.
  • Tap the About tab (on desktop) or the three-dot menu (on mobile).
  • Select Report.
  • Choose the reason.
  • Submit the report.

Snapchat

  • Go to the user’s profile.
  • Tap the three-dot menu or gear icon.
  • Select Report.
  • Choose the reason.
  • Submit the report.

LinkedIn

  • Visit the fake or suspicious profile.
  • Tap the More button (or three dots).
  • Select Report abuse.
  • Select a reason and follow the prompts.

Pro tip: Don’t just block. Report alerts to the platform so they can remove the account for everyone.

Teenage boy on smartphone

With a few smart settings and habits, you can enjoy social media without giving away more than you mean to. (Thai Liang Lim/Getty Images)

4) Enable two-factor authentication (2FA)

Even if someone steals your password, 2FA makes it harder for them to break in. It adds an extra step, like a code texted to your phone.

How to enable two-factor authentication (2FA)

Facebook

  • Go to the menu and select Settings & Privacy, then Settings.
  • Tap Accounts Center.
  • Then click Password and Security.
  • Tap Two-factor authentication.
  • It may ask you to choose an account to set up two-factor authentication. 
  • Choose your preferred method, such as an authentication app, text message or security key and follow the on-screen instructions.

Instagram

  • Go to your profile and open Settings.
  • Click Accounts Center. 
  • Select Password and Security.
  • Then Two-Factor Authentication.
  • It may ask you to choose an account to set up two-factor authentication. 
  • Choose your preferred method, such as an authentication app, text message or security key and follow the on-screen instructions.

TikTok

  • Go to your Profile.
  • Then open the Menu.
  • Select Settings and privacy.
  • Then, Security and permissions.
  • Tap 2-step verification.
  • Choose one or more verification methods, such as text message, email or an authentication app.
  • Click Turn On. 
  • Follow the prompts to finish setup.

X (formerly Twitter)

  • Click on your profile on the upper left of the screen.
  • Open Settings and privacy.
  • Select Security and account access, then Security.
  • Tap Two-factor authentication.
  • Choose your preferred method, such as text message, authentication app or security key.
  • Follow the steps to turn it on.

Note: Text message (SMS) verification on X may only be available for paid (Premium) users or in certain regions. If SMS isn’t available, you can still use an authentication app or a physical security key for two-factor authentication.

Pro tip: Use an authenticator app (like Google Authenticator or Authy) instead of text messages for stronger protection.

5) Check your photos before posting

Your photos may reveal more than you think — house numbers, car license plates or even vacation details that signal you’re away from home.

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Quick fixes before posting

  • Crop or blur backgrounds that show personal details.
  • Avoid posting in real time while traveling. Wait until you’re back.
  • Review old posts to make sure you’re not unintentionally sharing private info.

SOCIAL MEDIA VERIFICATION SYSTEMS LOSE POWER AS SCAMMERS PURCHASE CHECKMARKS TO APPEAR LEGITIMATE

Bonus tip: Keep personal info under wraps

Every time you post, share or comment online, you’re leaving small clues about your life, and scammers are great at putting those pieces together. The less information fraudsters can find about you, the weaker their scams become.

Many impersonators use public details like your hometown, workplace or family connections to build fake profiles that seem trustworthy. Even information like your email address or phone number can be exploited if it’s floating around the internet.

A personal data removal service can help reduce that risk by scrubbing your personal details from people search sites and data brokers. While no solution is perfect, minimizing your digital footprint makes you a much harder target for impersonation and social-engineering scams. These services actively monitor and systematically remove your information from hundreds of sites, saving you time and giving you peace of mind.

Protecting your privacy online isn’t just about what you share on social media; it’s also about controlling what’s out there already. Limiting that data means scammers can’t easily cross-reference your information with data from breaches or the dark web.

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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Kurt’s key takeaways

Staying safe on social media isn’t about deleting your accounts; it’s about taking control of your information. Turning off location sharing keeps your whereabouts private. Switching to a private account gives you more say over who sees your posts. Being cautious with friend requests and DMs helps you avoid scams. And double-checking your photos before posting prevents oversharing. With just a few quick settings and habits, you can enjoy social media with peace of mind.

Have you ever spotted a scam or fake account online? Tell us what happened by writing to us at CyberGuy.com.

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