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Smart street sensors could be watching your city next

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Smart street sensors could be watching your city next

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New York City is expanding the use of small street activity sensors that count pedestrians, cyclists, buses and vehicles. The city says the goal is safer street design, better traffic planning and a clearer picture of how people actually use roads. That may sound like a very New York story. However, it is really a sign of where many U.S. cities could be headed.

Across America, towns and cities are trying to solve the same problems. Drivers speed through busy corridors. Pedestrians cross where there is no crosswalk. Cyclists squeeze past parked cars. Buses get stuck in traffic. City leaders often have to make expensive safety decisions with limited data. Now, sensors can watch those patterns all day and all night.

HOW SURVEILLANCE TECH LED POLICE TO ACCUSE THE WRONG PERSON

Transportation officials say smart sensors can help reveal how people actually use roads, from mid-block crossings to blocked bike lanes. (NYC DOT)

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The promise is safer streets. The concern is privacy. The big question is whether cities can use this technology without making everyone feel like they are being watched.

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Smart street sensors are coming to U.S. roads

The New York City Department of Transportation says it will expand its street activity sensor program to about 100 locations across the five boroughs. The city first tested the sensors at 20 intersections during a pilot program that began in 2023. Now, it plans to add about 80 more locations.

The tech behind the sensors is a form of AI called computer vision. In simple terms, the device looks at the street scene and classifies what it sees. That could be a pedestrian, cyclist, car, truck, bus or scooter. NYC DOT says the processing happens in real time. The video frames are deleted nearly instantly after the sensor collects the count.

The devices are mounted on city street infrastructure, such as poles or signs. Beyond counting different road users, the sensors can also measure speeds, capture turning movements and map how people move through a street or intersection.

 

How smart street sensors track traffic

Traditional traffic studies often depend on workers standing near a road and counting what they see. That can work, but it has limits.

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A worker may count vehicles for a few hours. A city may collect data during one part of the day. Bad weather, school schedules, holiday traffic or construction can skew what gets recorded. Smart street sensors change that.

They can collect street activity data continuously. That gives transportation officials a much broader view of what happens over time. For example, a sensor may show that pedestrians cross mid-block every morning because a crosswalk is too far away. It may show that cyclists keep swerving around loading trucks. It may show that vehicles turn too fast near a school or bus stop. That kind of information can help cities redesign streets around real behavior, not just how people are supposed to move.

 

Why smart street sensors could make roads safer

Street safety often starts after something terrible happens. A crash occurs. A complaint gets filed. A dangerous intersection gets attention.

Smart sensors could help cities act sooner. The sensors can detect what transportation officials call near-misses. These are close calls that do not always show up in crash reports.

Think about a car door that swings open near a cyclist. Or a driver who turns while a pedestrian is already crossing. Or a delivery truck that blocks a driver’s view at a busy corner. Nobody may get hurt in that moment. Still, the pattern can reveal real danger.

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If sensors detect repeated close calls in the same place, city planners may have a stronger reason to act before a crash happens. That could mean adding a crosswalk, changing signal timing, redesigning a bike lane or adjusting how curb space gets used.

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New York City is expanding smart street sensors that count pedestrians, bikes, buses and vehicles as officials look for safer street designs. (NYC DOT)

 

What smart street sensors may reveal

The most interesting part of this technology may be what it shows cities about everyday habits. Roads rarely work the way they look on a planning map. People cross where it feels convenient. Cyclists avoid lanes that feel unsafe. Drivers speed up when a road feels too wide. Buses slow down when curb space gets clogged. A sensor can help document those patterns.

That could help cities answer practical questions: Are pedestrians crossing in the same unsafe spot every day? Do cyclists avoid a certain bike lane because cars block it? Do buses slow down near busy loading zones? Are drivers turning too quickly near a school? Is a street redesign actually working? Better answers could lead to better decisions. But only if cities use the data in a way people can see and understand.

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Smart street sensors raise privacy questions

This is where many people will pause. A sensor on a street pole can sound helpful. It can also sound creepy.

New York City says the sensors are designed with privacy in mind. According to the DOT, video is processed in real time and then discarded. The city says only anonymous data is kept. Faces and license plates are deliberately obscured.

That means the system is supposed to keep the traffic pattern, not the personal identity behind it.

Still, privacy concerns will not disappear with one promise from city officials. People have good reason to ask what gets collected, how long data is stored, who can access it and whether the rules could change later.

Those questions matter for every city that considers similar technology. Safer roads are important. So are clear limits on how much street-level data a city collects.

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Why public access to street sensor data matters

If taxpayers help fund street sensors, the public should know what the sensors find. New York City says some information will be added to its open data page. Street safety advocates want more regular reporting. That is important.

A city should not collect information from public streets and then bury the results in a hard-to-find system. Residents should be able to see whether the technology leads to safer crossings, better bike routes, faster buses or fewer dangerous close calls.

Public reporting also helps build trust. If a city says sensors protect privacy, it should show how. If officials say sensors improve safety, they should show the results. Without that transparency, even a useful technology can feel like another layer of surveillance.

WASHINGTON COURT SAYS FLOCK CAMERA IMAGES ARE PUBLIC RECORDS

A Flock camera is shown close up with trees in the background, illustrating how surveillance tools can generate leads but still require human verification to avoid mistakes. (Antranik Tavitian/Bloomberg via Getty Images)

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What smart street sensors mean for you

Even if you do not live in New York, this rollout is worth watching. Your city may be paying attention to how New York uses this technology. If the program helps planners make safer decisions faster, similar sensors could show up near schools, busy intersections, bike corridors or downtown streets in other communities.

If you walk often, the data could support better crosswalks and safer signal timing. Cyclists may benefit from stronger evidence for protected bike lanes. Drivers could notice new street designs that slow traffic, change turns or shift parking. Bus riders may see improvements if cities use the data to find where transit gets delayed.

However, cities need clear policies before these systems spread. They should explain what the sensors collect, what they delete, who reviews the data and how the public can see the results. Safer streets are a good goal. Public trust is part of getting there.

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Kurt’s key takeaways

Smart street sensors could help cities fix dangerous roads before someone gets hurt. That is the strongest argument for this technology. If a city can spot risky patterns, identify near-misses and redesign streets based on real data, that could save lives. At the same time, cities need to handle privacy with care. People should not have to choose between safer streets and reasonable limits on public surveillance. The best version of this technology gives planners better information while keeping personal details out of the system. New York City may be one of the biggest test cases, but this is now a national conversation.

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Would smart street sensors make you feel safer, or make public streets feel a little too watched? Let us know by writing to us at Cyberguy.com

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Some of the nation’s rich are letting AI teach their kids

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Some of the nation’s rich are letting AI teach their kids

Most Americans don’t trust AI. It’s proven that it doesn’t know what safe toppings for pizza are. People don’t even want to listen to AI music. But none of that matters for some of America’s wealthy, who are turning to AI to teach their kids instead of traditional schools.

Companies like Forge Prep and Alpha School are charging families tens of thousands of dollars to turn their kids into beta testers for AI tutors and “interactive project-based workshops.” Unsurprisingly, Silicon Valley have been major adopters of this new model. Shaun Johnson, a San Francisco-based venture capitalist, told the Wall Street Journal that he plans to send his son to a $75,000 year Alpha Kindergarten. He said, “We recognize that education is likely broken the way it is and there’s going to be entrepreneurs that try to fix it… You want someone to be able to think on their feet and navigate the world, not necessarily a recitation of facts in a particular discipline.”

Ignoring Johnson’s fundamental lack of understanding about modern pedagogy, it’s unclear how notoriously sycophantic AI will train children to “think on their feet and navigate the world.” It’s also concerning that Alpha School co-founder MacKenzie Price has said she plans to keep “hot-button social issues” out of the classroom. Which, in the current political climate, could cover women’s rights, America’s history of slavery, and our immigrant past. That might not seem like a major issue when you’re talking about kindergarten, but in some locations, Alpha School goes through high school.

Companies like Forge also don’t share performance metrics, so there’s no evidence that these AI-guided private schools are improving educational outcomes.

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Mr. Lif’s Emergency Rations EP is post-9/11 hip hop at its most daring

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Mr. Lif’s Emergency Rations EP is post-9/11 hip hop at its most daring

There was a period in the early aughts when Definitive Jux (nee: Def Jux) seemed like it was going to be the future of hip hop. While the label featured plenty of experimental, boundary-pushing, and politically minded acts, Lif stood out as the most “conscious rapper” in the traditional sense. It was clear though, that label head El-P envisioned that as an important part of Def Jux’s identity, as the first record it put out was 2000’s Enter the Colossus EP, from Lif.

Mr. Lif’s follow-up was 2002’s Emergency Rations EP, a sort of place setter for the full-length I, Phantom just a couple of months later. It opens with a skit about Lif missing, apparently having been abducted by government agents. In 2002, Pitchfork suggested the bit was “unfortunate and sophomoric.” In 2026, it seems alarmingly prescient in a time when masked agents are disappearing suspected undocumented immigrants, prosecuting political opponents, and banning established news organizations from the White House.

Even if the opening skit feels a bit ham-fisted, the rest of the EP is enough to overshadow it. What follows is seven tracks of fiery political raps, surprisingly catchy hooks, and flawless production that runs the gamut from gothic underground, to classic boombap, and futuristic synth meltdowns.

What keeps the relentless, rapid-fire dystopian lyricism from getting too tiresome is the loose concept in which Lif plays the role of a revolutionary trying to organize an uprising in the face of an oppressive police state. “Let me nutshell-tell my life story, but I got to hurry up, and kick it, ‘cause the Feds are lookin for me,” he raps on “Jugular Vein,” which serves as the EP’s mission statement. It hints at his revolutionary ideals while relishing in some particularly nerdy boasts, like “You can use Eddy, now I’m Dr. Bosconovitch,” referring to a tough-to-unlock character from Teken 3.

I’d argue, though, that the Edan-produced “Heavily Artillery” is where the album really kicks into gear. The relentless military march of the drums, video game explosions, and low drones create the sort of chaotic backdrop that Lif’s urgent raps demand. On “Home of the Brave,” Lif gets more specific, calling out policies of the Bush administration, the Afghan war, and America’s thirst for foreign oil.

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So Americans cheer while we kill their innocent families
And what better place to start a war,
But build a pipeline, to get the oil that they had wanted before
America supported the Taliban to get Russia out of Afghanistan
That’s how they got the arms in
They’re in a war against the Northern Alliance
And we can’t build a pipeline in hostile environments

He spits these lyrics over his own beat, that melds sharp gated drums with synth war horns. Calling out corrupt politicians and American hypocrisy is nothing new, but in the immediate aftermath of 9/11, dissent was often shouted down quickly and sometimes violently. Lif wasn’t alone it taking the Bush administration to task, but he was one of the earliest, along with Sage Francis. (Later rappers like Immortal Technique, Eminem, Mos Def, Jadakiss, and more would become more outspoken, but often veered into conspiracy theories.)

“Pull Out Your Cut” is an old-school funk-infused tribute Lif’s favorite rappers from Wu-Tang Clan, to Ultramagnetic MCs, and KRS-One. But it’s also an indictment of toxic masculinity, way before such things were popular.

Dudes are acting macho and they don’t know why
A famous never-written motto is that “boys should never cry”
Keep all those emotions bottled up – now what’s up?
You can’t communicate once you became an adult

“Get Wise ‘91” sees Edan hop back behind the boards and on the mic, while “The Unorthodox” is a stuttery boombap piece.

The whole thing culminates in El-P’s lone production credit on the album, “Phantom.” A synth bassline dashes about, bustling with rage as echoes of Lif’s musings on suffering under an unfair system swirl in the background, mirroring the smothering nature of capitalism. It’s also an early example of El-P learning how to bend his post-apocalyptic, noisy, and futuristic beats into something anthemic, as Lif closes out his case against the status quo with a call to the people:

Single mother, who are you? (I phantom)
Office worker, who are you? (I phantom)
Caught up in the system, who are you? (I phantom)
Tryin’ to earn a living, who are you? (I phantom)
Depressed and uninspired, who are you? (I phantom)
Hard-workin’, broke and tired, who are you? (I phantom)
Seekin’ education, who are you? (I phantom)
Can’t get ahead no matter what you do? (I phantom)

Unfortunately, with the disintegration of Definitive Jux, Mr. Lif’s Emergency Rations can be hard to come by (so is I, Phantom, for that matter). You can find it, unofficially, on YouTube and on Bandcamp, but it’s not available on major streaming platforms.

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Hi Mom text scam: How to spot fake emergency texts

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Hi Mom text scam: How to spot fake emergency texts

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A scam text showed up today that would make many parents stop cold. The message said:

“Hi mom, text me here on my work phone. Dropped my actual phone in the sink earlier and it’s completely unresponsive now.”

The text came from an unknown number. Then it asked me to text a different unknown number. That detail is important. The scammer wants to move you into a new conversation before you stop and verify who is really on the other end.

The message seems personal right away. There is no weird link. There is no obvious demand for money. Instead, it starts with a little family panic and a believable excuse. That is what makes the Hi Mom text scam so sneaky.

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YOUR FAMILY COULD BE ONE PHONE CALL FROM A BANK SCAM

A fake “Hi Mom” text can look personal, but the unknown number and request to text another number are major warning signs. (Kurt “CyberGuy” Knutsson)

 

Why the Hi Mom text scam feels so believable

This scam works because it sounds ordinary. A child texting from a work phone seems possible. A phone dropped in a sink sounds believable. A short message from someone who sounds rushed can feel real enough to make you respond. That is exactly the point.

Scammers know parents may react quickly when a child appears to need help. They do not need a perfect story. They only need a small opening.

Once you reply, the scammer can keep the conversation going. Then the request may change from “text me here” to “can you help me pay for a new phone?” or “I need money right now.”

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Every word in the scam text has a job

Here’s how the scammer uses each part of the message to make a strange number feel believable.

 

“Hi mom”

The scammer does not use a real name. That makes the message easier to send to many people. Still, if the person reading it is a mother, it suddenly feels personal. That one phrase tries to create an instant emotional connection.

 

“Text me here”

This tells you to respond on the scammer’s terms. It also keeps the exchange inside text messages. That gives the scammer time to think, type and adjust the story based on how you respond.

 

“On my work phone”

This explains why the number looks unfamiliar. The scammer knows you may wonder why your child is texting from a strange number. So the message gives you an excuse before you even ask.

 

“Dropped my actual phone in the sink”

This is the hook. People drop phones in sinks, toilets, pools and puddles all the time. The detail feels normal enough that you may not question it.

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“Earlier”

This word creates a fresh problem without giving many details. It suggests the accident just happened. However, it avoids specifics that you could check.

 

“Completely unresponsive now”

This line blocks the most obvious verification step. If you try to call the real phone, the scammer has already given you a reason it may not work. That can make you more likely to text the new number instead.

GLOBAL SCAM CRACKDOWN LEADS TO 276 ARRESTS

Scammers use believable details, like a broken phone or work phone, to make you respond before you verify the story. (Kurt “CyberGuy” Knutsson)

 

What could happen if you reply to a fake family text?

The first message may seem harmless. The second one may start the real scam. The scammer may claim they need money for a replacement phone. They may ask you to pay a bill because their banking app is locked. They may push you to use Zelle, Venmo, Cash App, crypto or gift cards.

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Some scammers may also ask for a one-time security code. They may pretend the code is needed to restore the phone, verify an account or fix a payment problem.

Do not share that code. A verification code can let a scammer break into your bank, email, Apple ID, Google account or phone carrier account.

 

Why this scam targets parents so well

Parents are wired to respond when a child sounds stuck. Scammers know that. They use concern, timing and confusion to lower your guard.

The message also avoids overexplaining. That makes it feel more natural. Many real texts from family members are short, rushed and a little messy.

However, the biggest warning sign is the two-number setup. One unknown number sends the message. Another unknown number gets placed inside the text. That handoff is the scammer trying to pull you deeper into the trap.

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Ways to stay safe from the Hi Mom text scam

Before you respond to a message like this, run through these steps to make sure you are dealing with your real family member.

 

1) Do not reply to the message

Avoid answering, even to say the sender has the wrong number. A reply can confirm your number is active. That may lead to more scam texts later.

 

2) Call the real person directly

Use the phone number already saved in your contacts. Do not call or text the number inside the suspicious message. If your child or family member does not answer, try another trusted way to reach them.

 

3) Ask a personal verification question

Ask something only the real person would know. Make the question specific. Avoid anything a stranger could guess from social media.

 

4) Never send money from a sudden text

Pause before sending money because of any urgent family message. Be extra careful with Zelle, Venmo, Cash App, gift cards and crypto. These payment methods can be fast, and some are hard to reverse.

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5) Do not share verification codes

Never send a one-time passcode from your bank, Apple ID, Gmail, phone carrier or payment app. A real family member should not need your private security code.

 

6) Use strong antivirus software

Strong antivirus software can help protect your phone, tablet and computer from malicious links, phishing pages and hidden threats. This becomes even more important if a scammer sends a follow-up link after you reply. Get my picks for the best 2026 antivirus protection winners for your Windows, Mac, Android & iOS devices at Cyberguy.com

 

7) Use a data removal service

A data removal service can help reduce how much of your personal information appears online. That matters because scammers often use exposed details to make their messages feel more convincing. No service can remove every piece of data, but it can help cut down what strangers can find. 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.

Reporting, blocking and calling your real family member directly can stop the scam before it turns into a money request. (Brent Lewin/Bloomberg via Getty Images)

 

8) Report and block the message

On iPhone, tap Report Spam or Report Junk if the option appears. Then delete the message.

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You can also forward unwanted texts to 7726 , which spells SPAM.

On Android, block the sender and report the conversation as spam in Google Messages.

 

What to do if you already replied

If you already responded, focus on ending the conversation, protecting your accounts and saving proof before the scammer pushes harder.

  • Stop texting right away.
  • Do not explain yourself. Do not argue with the sender. Do not try to catch them in a lie.
  • Take a screenshot of the conversation. Then call the real family member using a trusted number.
  • If you shared a verification code, change that account password immediately using a password manager. Also, check recent account activity.
  • If you sent money, contact your bank or payment app right away. Speed can make a difference.

 

Kurt’s key takeaways

The Hi Mom text scam works because it feels familiar. The scammer starts with a small family problem instead of a big demand. That makes the message feel less suspicious and more urgent. The safest move is to pause before you reply. Call the real person using a number you already trust. If the story checks out, you can help. If it does not, report and block the message. That tiny pause could protect your money, your accounts and someone else in your family.

Have you ever received a fake family emergency text that sounded almost believable, and what detail gave it away? Let us know by writing to us at Cyberguy.com

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Copyright 2026 CyberGuy.com. All rights reserved.

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