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Waymo teams up with Waze to spot potholes faster

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Waymo teams up with Waze to spot potholes faster

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You know that moment. You are driving along, and everything feels smooth. Then all of a sudden, your car hits a pothole you never saw coming.

It is frustrating. It can also be expensive and dangerous. Repairs add up fast, and unexpected road damage can lead to crashes.

Now, Waymo and Waze are trying to tackle that problem in a new way. Instead of waiting for people to report potholes after the fact, they want to detect them as they happen and help cities respond faster.

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RESEARCHERS CREATE REVOLUTIONARY AI FABRIC THAT PREDICTS ROAD DAMAGE BEFORE IT HAPPENS

Waymo and Waze are using self-driving car data to spot potholes in real time and alert drivers before they hit road hazards. (Waymo)

How Waymo detects potholes behind the scenes

Waymo’s robotaxis already spend hours on the road each day. While they drive, they constantly scan their surroundings using cameras, sensors and onboard software. That same technology is now being used to identify potholes.

When a Waymo vehicle detects a road issue, that information is shared through Waze’s “Waze for Cities” platform. Cities and transportation departments can access the data at no cost. At the same time, the information shows up in the Waze app so drivers can see alerts as they approach a problem area.

There is also a human layer built in. Waze users can confirm or flag potholes, which helps improve accuracy over time. That combination of machine detection and real-world feedback creates a more reliable picture of road conditions. 

Why this is a big shift in how cities fix potholes

Most cities still rely on residents to report potholes through 311 systems or online forms. Crews then investigate and decide what to fix first. That process takes time and often leaves gaps. Some potholes go unreported. Others are reported too late. In many cases, cities end up reacting instead of getting ahead of the problem.

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This new approach changes that. By using real-time data from vehicles already on the road, cities can see where issues are forming and respond more quickly. It also helps them spot patterns, which can improve how they plan repairs and allocate resources.

Where the Waymo and Waze pilot program is running

The partnership is still in its early phase, but it is already active in several major metro areas. The rollout includes the San Francisco Bay Area along with Los Angeles, Phoenix, Austin and Atlanta. These are places where Waymo already operates, which makes it easier to collect consistent data.

Even at this early stage, the system has already identified around 500 potholes across those cities. That gives you a sense of how much road damage can go unnoticed without constant monitoring.

Over time, the companies plan to expand into more regions, including areas where weather conditions make potholes more common.

PRIVATE AUTONOMOUS PODS COULD REDEFINE RIDE-SHARING

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A Waymo robotaxi drives along California Street in San Francisco on Dec. 8, 2025. (Justin Sullivan/Getty Images)

Why potholes are a bigger problem than they seem

Potholes may feel like a minor annoyance, but they have real consequences. They can damage tires, affect alignment and lead to costly repairs. In some cases, they contribute to accidents, especially when drivers swerve to avoid them or hit them at high speeds.

There is also a fairness issue. Areas that rely on resident reports may see uneven maintenance. Some neighborhoods get quicker fixes while others wait longer simply because fewer reports come in.

By combining automated detection with user input, this system aims to close those gaps and give cities a more complete view of road conditions.

What this means to you

You may not think much about the technology behind road maintenance, but it directly affects your daily drive. If this approach expands, it could lead to fewer surprise potholes and quicker repairs on roads you use every day. It may also mean better alerts in navigation apps, which gives you more time to react and avoid damage.

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There is also a long-term benefit. Better data can help cities maintain roads more efficiently, which can reduce wear and tear on your car and lower the risk of unexpected repairs. At a broader level, it shows how data collected for one purpose can improve something completely different. In this case, the same systems that guide self-driving cars could make everyday driving safer for everyone.

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AIR TAXIS CUT HOUR-LONG COMMUTES TO MINUTES, RIDERS MAY BE SHOCKED BY THE PRICE

A Waymo driverless taxi stops on a street in San Francisco on Feb. 15, 2023. (Terry Chea/AP)

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Kurt’s key takeaways

This might sound like a small idea at first. But it points to something much bigger. For years, cities have been playing catch-up when it comes to road maintenance. They rely on slow reports and limited data, which means problems often get fixed late or missed entirely. Now, that could start to change. With Waymo cars constantly scanning the roads, cities can tap into a steady stream of real-world data without having to build a whole new system from scratch. If this pilot works, it could change how cities stay on top of road repairs. And it is another example of how private tech is starting to shape public infrastructure in ways most people never see. That can be a good thing. But it also raises a bigger question about where that line should be drawn.

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Have potholes ever cost you money or damage, and do you think tech like this could actually make a difference? Let us know by writing to us at CyberGuy.com.

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Twelve South’s AirFly Pro 2 has hit one of its best prices ahead of summer travel

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Twelve South’s AirFly Pro 2 has hit one of its best prices ahead of summer travel

With Memorial day weekend kicking off the travel season, we’re seeing a lot of deals pop up on travel gadgets, from portable power banks to noise-canceling headphones. One of the best right now is Twelve South’s AirFly Pro 2 Bluetooth adapter, which lets you use your wireless headphones with in-flight entertainment systems so you can enjoy your flight a little more. It’s currently down to $49.99 ($10 off) at Amazon and directly from Twelve South, which is one of its best prices to date.

The Bluetooth transmitter lets you ditch the airline’s wired earbuds in favor of your own Bluetooth headphones or earbuds, which makes for a much better in-flight listening experience. All you need to do is plug the AirFly Pro 2 into the headphone jack on a seatback entertainment system, pair your headphones, and you’re set. It also supports two pairs of headphones at once, so you can watch movies or listen to podcasts with a travel companion.

As Twelve South’s premium AirFly model, the Pro 2 also adds a few welcome improvements that make it even easier to use. That includes the cheaper AirFly SE’s dedicated onboard volume controls as well as an upgraded processor, which enables faster pairing and improved sound quality with less background noise. Its battery should also last up to 25 hours on a single charge, which should comfortably last you through even the longest flights.

The AirFly Pro 2 remains useful long after you land, too. As it works with any standard audio jack, you can also use it to connect your wireless headphones to devices like a Nintendo Switch , older car stereos, and even compatible gym equipment like treadmills.

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Inheritance scam email looks real but steals your data

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Inheritance scam email looks real but steals your data

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It starts with something that feels exciting. An email lands in your inbox claiming you may be entitled to an inheritance. No warning. No backstory. Just a formal message and a ticking clock.

That is exactly what happened to Tim C., who wrote us:

I received an email this afternoon that I have never received before. Just wondering if you have seen anything like this before. I think it is a scam, but it sure looks real.

— Tim C.

Tim trusted his instincts. This is a scam. And it is one of the more convincing ones making the rounds right now.

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 INSIDE A SCAMMER’S DAY AND HOW THEY TARGET YOU

This inheritance email looks official, but the vague details, fake registry and 48-hour deadline are major red flags. (Kurt “CyberGuy” Knutsson)

What the ‘Heir Research Registry’ email looks like

This email looks official at first glance. Every part of it is designed to build trust fast and push you to click before you question it.

The message claims you are a “Primary Potential Beneficiary” tied to an unclaimed estate. It warns that the funds could be reassigned to the state if you do not act within 48 hours.

There is also a button that says “Check My Unclaimed Inheritance.” That button is the trap.

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What makes this scam more believable than most

This version is more polished than the typical scam email. That is what makes it dangerous.

It uses your real name

“Tim C” makes it feel targeted and legitimate. Scammers often pull names from leaked data or public records.

It mimics legal and financial language

Phrases like “probate holding period” and “estate allocation” sound official but are intentionally vague.

It includes a reference ID

The ID makes it feel trackable and real, but it cannot be verified.

It looks structured and professional

The layout, table format and compliance tone resemble real financial notices.

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It removes obvious scam signals

There are no spelling errors or strange formatting. That lowers your guard.

SCAMMERS NOW IMPERSONATE COWORKERS, STEAL EMAIL THREADS IN CONVINCING PHISHING ATTACKS

Scammers rely on quick reactions, so taking a moment to question unexpected messages can help you avoid costly mistakes. (Kurt “CyberGuy” Knutsson)

The red flags hiding in plain sight

This message appears legitimate. But several details give it away.

‘2026 National Heir Research Registry’ does not exist

There is no official registry by that name at the federal or state level.

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The 48-hour deadline is a pressure tactic

Real estate and probate processes do not operate on urgent email deadlines.

No law firm, executor or court is named

Legitimate inheritance notices always include verifiable legal contacts.

The explanation is intentionally vague

You are told there is an estate, but not who it belongs to or how you are connected.

The ‘Check My Unclaimed Inheritance’ button is the trap

This is likely a phishing link designed to collect personal data.

The fine print tries to sound legal

References to the “Unclaimed Property Act” are generic and not tied to a real case.

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Why this email is so effective

This scam hits three emotional triggers at once.

  • Curiosity. Who left me money?
  • Urgency. I only have 48 hours
  • Opportunity. I might lose something valuable

That combination pushes you to act quickly rather than slowing down to verify.

What this scam is trying to do

This isn’t about giving you money. It is about getting your information. If you click the link, a few things can happen:

  • You land on a fake form that asks for personal details
  • You are prompted to verify your identity with sensitive data
  • You may be asked for banking information
  • In some cases, malware can install in the background

Once scammers have your data, they can use it for identity theft, financial fraud or future scams.

SCAMMERS ARE ABUSING ICLOUD CALENDAR TO SEND PHISHING EMAILS

Clicking a single link in a scam email can expose your personal data and open the door to identity theft or financial fraud. (Kurt “CyberGuy” Knutsson)

How real inheritance notifications actually work

A quick reality check makes this easier to spot. Legitimate inheritance notices follow a very different process:

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  • They come from a named attorney, executor or law firm with verifiable contact details you can confirm independently
  • They include clear information about the estate and your relationship to it
  • They do not pressure you with short deadlines
  • They do not ask you to click random links to claim funds

If someone truly left you money, the legal system does not rely on mystery emails.

How to stay safe from inheritance scam emails

If you receive an email like this, take a step back and follow these steps. Scammers rely on speed. Your best defense is slowing down.

1) Do not click anything and use strong antivirus software

Avoid links, buttons or attachments in unexpected messages and make sure you are protected with strong antivirus software that can block malicious sites and downloads. Get my picks for the best 2026 antivirus protection winners for your Windows, Mac, Android and iOS devices at CyberGuy.com.

2) Do not reply

Engaging can confirm your email is active and lead to more scams.

3) Delete the email or mark the email as spam

This helps your email provider block similar messages.

4) Hover over links before clicking

On a computer, place your cursor over links to preview the real URL.

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5) Check the sender’s email address carefully

Scammers often use addresses that look official but include small misspellings or unfamiliar domains.

6) Verify through official channels only

Search your state’s unclaimed property website directly. Never use links from the email.

7) Search the organization name yourself

Typing the name into Google can quickly reveal if others have flagged it as a scam.

8) Use a data removal service

Limiting how much of your personal information is available online makes it harder for scammers to target you with personalized messages like this. 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.

9) Report the scam email

Forward it to reportphishing@apwg.org or report it through your email provider.

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10) Protect your personal information

Never share your Social Security number, date of birth or banking details through unsolicited messages.

Kurt’s key takeaways

That unexpected inheritance email can feel exciting for a moment. Then reality should take over. If you do not recognize the name, if there is no clear paper trail and if there is a countdown clock, it is almost certainly a scam. Tim paused before clicking. That pause is what protects you. Real money finds you through legal channels, not through a random email with a deadline.

If an email promised you money but gave you only 48 hours to act, would you click first or verify first?  Let us know by writing to us at CyberGuy.com.

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Anker’s new earbuds’ call quality is ridiculously good

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Anker’s new earbuds’ call quality is ridiculously good

Soundcore, Anker’s audio brand, has mostly lived in the budget-to-midrange world, but with its new Liberty 5 Pro earbuds, it’s aiming at the big guys. The two new earbuds — the Liberty 5 Pro and Liberty 5 Pro Max — use Anker’s new Thus chip, which has more processing power than previous Soundcore earbuds to try and compete with the chips found in Apple, Sony, and Bose products. And that extra processing power gives the Liberty 5 Pro the best in-call noise canceling I’ve heard in any earbuds.

Previously, the highest-priced Soundcore earbuds (not counting the sleep buds) were the Liberty 4 Pro at $150, but the Liberty 5 Pro are $170 and the Liberty 5 Pro Max are $230. That’s reaching into AirPods Pro 3 territory. Price differences within a product line usually mean different earbud designs, like the open-ear AirPods 4 with ANC versus the sealed AirPods Pro 3. But the Liberty 5 Pro and 5 Pro Max earbuds are exactly the same. They have the same chip, 9.2mm drivers, microphone array, ANC performance, sound profile, battery life, IP55 rating, and overall features. The only difference is the case.

The blue Soundcore Liberty 5 Pro earbuds sitting next to their open case on a mauve background.

$170

The Good

  • Incredible call quality
  • Great ANC
  • Useful case screen

The Bad

  • Default sound profile needs tweaking

The 5 Pro case has an angled 0.96-inch TFT screen on the front that can be used to change settings like ANC, sound profiles, speak-to-chat, and Dolby head tracking. Everything that can be done on the screen can be done in the Soundcore app too, so it’s just preference if you want to take out the case or your phone.

The 1.78-inch AMOLED screen for the 5 Pro Max case is on its sliding top. In addition to the capabilities of the 5 Pro case, you can adjust the screen brightness or change the wallpaper, as well as access a feature that sets the 5 Pro Max apart from its less-expensive sibling: a microphone and an AI note-taking app. You can record audio directly to the case, which has 357MB of storage, then transfer it to your phone where you can generate a transcription and summary in the Soundcore app. (It does require a Soundcore account.)

The file can be edited in the Soundcore app or exported (audio as an MP3, and the transcript and summary as .txt, Markdown, .docx, or PDF file). The transcription can differentiate between different speakers and in my testing I found it to be very accurate, both with who was speaking and with what they were saying. If you’re someone who needs to record classes or meetings regularly it’s a useful feature, especially since it doesn’t require your headphones to be in. But beyond the larger screen, it’s the only major thing that sets the 5 Pro Max apart from the 5 Pro.

The Soundcore Liberty 5 Pro Max earbuds on a wooden coffee table next to a MacBook, pen, and paper pad.

The 5 Pro Max’s AI note-taker app can be started and controlled directly from the case screen.

The earbuds look similar to the Bose Ultra Earbuds with a wide, chunky outer body, but they don’t feel that way in the ear. As opposed to the bulbous housing of the Bose, the Liberty 5’s housing slims down, allowing for a better fit while also making them easier to hold onto. They’re comfortable and feel very secure, and I was never concerned they would fall out, even when jumping around.

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Out of the box, the Liberty 5 sound profile is on the bassy side, causing vocals — especially male vocals — to sound muddy. Snare hits sound dull and there’s sparkle missing from high-end sounds. By choosing your favorite sound clip tuning from a series of seven examples, you can adjust the earbuds to your preferences (there’s also an 8-band EQ if you’d rather use that). It fixed the issues I had with Soundcore’s default profile. There was still good bass response, but the lower mids were cleaned up and the high mids were boosted a bit, causing the whole sound to open up. Nick Drake’s acoustic guitar in “Pink Moon” shimmers more, as do the piano octaves, and his voice doesn’t get swallowed up by the lower guitar register as his voice descends at the end of the chorus vocal line. Compared to the AirPods Pro 3 my Soundcore profile was still heavier on the bass and didn’t have the same high-end response, but I enjoyed my music listening just as much. The Liberty 5 Pro support LDAC for high-res audio from devices that use the codec.

Adaptive noise-canceling performance is comparable to the AirPods Pro 3, and for $80 less, which is great. The Liberty 5 Pro let in a little bit more midrange than the AirPods, but it’s a very small difference. They ably handle low-end drones and will work well for long flights.

The most remarkable feature of the Liberty 5 Pro series, though, is its voice call capability. I have never heard a pair of earbuds or headphones handle ambient noise on a call this well. One time, my very enthusiastic son sang and yelled while jumping up and down in front of me and the person on the other end of the call heard none of it. During another call, arborists fed tree branches into a wood chipper right outside our open apartment window. The person on the other end had no idea.

I have a friend who’s also an audio reviewer, and I call him regularly to test call clarity on headphones and earbuds. He can’t remember the last time I sounded as natural on a call. And this was while a bunch of traffic, with some emergency vehicles, drove past as I walked the neighborhood. To see how they compare to the AirPods Pro 3, I would switch the earbuds without telling him which I was wearing, and he consistently said the Apple buds sounded muddy and more compressed.

The Soundcore Liberty 5 Pro and 5 Pro Max on a mauve background next to an iPad and Apple keyboard.

The exceptional call quality of the Liberty 5 Pro caught me off guard.

The Liberty 5 Pro buds have a voice-control mode that responds quickly, although it’s not consistent when there’s conversation around you. I tried toggling between noise cancellation modes while my wife was on a Zoom call in the same room, and if she was talking I’d need to speak uncomfortably loudly for modes to change. What’s interesting — and a bit disconcerting — is that there’s no wake word needed. So instead of listening for just an activation phrase, it’s listening for 11 different possible phrases, including “Play Music,” “Volume Up,” “Reject Call,” and “Transparency Mode.”

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For the call clarity alone, the Liberty 5 Pro series is an impressive step forward. If you mainly use your earbuds for calls, they are the best earbuds to get. While the AI recording and transcription on the Liberty 5 Pro Max case is interesting, unless you need it regularly, there’s no reason to spend the extra $60 over the Liberty 5 Pro. They have the same ANC performance, same sound profile — which is really good after using the customization questionnaire — and same incredible call quality. $170 might be more than Soundcore earbuds have been in the past, but the improvement is worth it, and if you’re not concerned with staying in Apple’s, Google’s, or Samsung’s ecosystems, the Liberty 5 Pro are an excellent option.

Photography by John Higgins / The Verge

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