The best street-legal electric micro-cars, NEVs, and LSVs you can buy in the US
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3 years agoon
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In Part 1 and Part 2 of this series on LSVs and electric micro-cars, we discussed the definitions, use cases, and street-legal rules regarding this important class of tiny vehicles. Now in Part 3, the final installment of the series, we’ll look at which street-legal vehicles are actually available in the US.
As we discussed in Part 2, there are clearly defined federal regulations that low-speed vehicles (LSVs) must meet to be considered street-legal in the vast majority of the US. While there are a few states with more lenient LSV laws (I’m looking at you, Arizona and Colorado), almost everywhere in the US requires LSVs to meet dozens of regulations relating to their manufacturing and safety equipment.
These are the vehicles that do, or will shortly. And we’ll regularly update this list as new street-legal LSVs join the market.
Also, it is important to note that there are a growing number of unscrupulous micro-car dealers in the US that claim street-legal status for their LSVs purely based on claims that the vehicles “only reach 25 mph of speed” or “come with seat belts,” though as we learned in Part 2 of this series, that isn’t nearly enough to make the vehicles street-legal.
So always remember to check a bit deeper before simply believing any ol’ micro-car is a street-legal LSV.

Eli Zero
The Eli ZERO is an all-electric two-seater that is already available in Europe as a quadricycle, but is expected to enter the US market soon as a street-legal LSV.
As of mid-2023, Eli is preparing for an exclusive pilot of the Eli ZERO in the US. The company will launch a pre-order program and plans to deliver a limited number of vehicles in the US by the end of the year.
The Eli ZERO was designed from the ground up as a LSV to comply with both Federal Motor Vehicle Safety Standards for LSVs and CARB requirements for California.

Initially designed for the US market, the Eli ZERO was later developed into a European version of the vehicle, which has already been made available in select regions across Europe. Building on the international experience gained, the company is now planning to introduce a special edition of the Eli ZERO for the US market.
As Eli’s founder and CEO Marcus Li explained to Electrek:
In the US, roughly 60% of journeys are under six miles, and cars in urban areas move slower than you would think. The average speed of a car in Midtown Manhattan is only 4.7 mph. As people seek affordable, practical, and eco-friendly ways to get around, the demand for advanced micro-EVs like the Eli ZERO is set to soar. According to McKinsey, the addressable market can reach $100 billion by 2030, and Eli is well-positioned to seize the opportunities presented by this transformative era.
Pricing hasn’t been announced for the US, but the Eli Zero costs around €14,000 in Europe, or approximately US $15,000.
Wink Motors
Wink currently has four different models of LSVs that have all been homologated for street-legal use in the US. Two of its models, the Sprout and the Sprout Solar, are designed for budget-minded drivers, coming in at just under US $10,000. The more premium models, known as the Mark 1 and Mark 2 Solar, are still fairly low-priced at around US $12,000.
All of the models are four-seaters and have similar performance specs, feature safer fireproof lithium iron phosphate (LiFePO4) batteries as standard, and include air conditioning.


The solar versions of each body style include a large solar panel on the roof to partially recharge the battery from the sun. The panels are sufficiently large to add around 5 miles of range per day, or even more in extra sunny areas. For those that only use the vehicle in the city or around the neighborhood, that might be enough to never charge the vehicles into the wall for home-charging.
Compared to most other buggy-style street-legal LSVs in the US, Wink’s models are slightly more car-like in their appearances, especially the Mark 1 and Mark 2 solar. The prices also compare favorably to higher cost LSVs, putting the Wink vehicles closer in line with LSV golf cart pricing.
WAEV GEM
The GEM is one of the original low-speed tiny cars to popularize the concept of a neighborhood electric vehicle (NEV). The company changed ownership a few times, most recently being spun out from the larger Polaris umbrella and now settling with WAEV.
GEMs are largely open-air vehicles, similar to a golf cart, though they have accessory options for adding doors for a more enclosed experience.

They’re popular at commercial venues, campuses, airports, and other locations that require people movers that aren’t necessarily cars, or that require indoor vehicle use.
GEMs are some of the more refined LSVs on the road, boasting many years of development and innovations. However, high prices make them more expensive than a simple golf cart or other newer LSVs to market. Despite seemingly lower prices starting at around US $14,000, the base model vehicles come with decades-old lead acid battery technology. Upgrading to a proper, modern lithium-ion battery is an over US $9,000 upgrade by itself. So while these vehicles look great and function well, they’re pricey enough that they’ve largely been left to commercial use.
AYRO
There aren’t many street-legal electric mini-trucks in the US, but AYRO is trying to change that. This Texas-based electric vehicle startup is nearing production of its AYRO Vanish mini-truck.
The Vanish comes in a standard flatbed design, but add-ons can turn it into a pickup truck of sorts with three fold-down side gates. There are also modular cargo box options that can create a box truck configuration.
The Vanish is being produced in Texas at AYRO’s Round Rock facility, making it one of the first electric mini-trucks produced in the US.

The LSV version is homologated for use on public roads, but AYRO will also have a non-homologated version for private property and campus use. That model will have a higher load capacity and can take advantage of performance specs that fall outside of the regulatory framework of LSVs in the US.
At a starting price of around US $33,000, the Vanish is pricey compared to most LSVs. Considering its target market is commercial applications and that the vehicle is able to haul much more than most LSVs, that price might be worth it for the right type of commercial customer in need of an electric mini-truck
Pickman
Pickman is a Chinese manufacturer or electric mini-trucks. They’ve been around the block a few times, including for several years before we began covering the company back in 2019.
The company has produced several versions of its electric mini-trucks for the US market that have been designed to meet federal standards for LSVs.

Mini-trucks are popular forms of utility vehicles in many areas of the world, but they have yet to catch on in large numbers in the US. This is largely due to safety standards and regulations for motor vehicles in the US, which make it hard for low-volume production vehicles to enter the US. But with the creation of the LSV category, more electric mini-trucks are starting to make their way stateside. Most imported Chinese electric mini-trucks are not street-legal in the US since they don’t comply with US LSV regulations, but the Pickman has been homologated for sale in the US.
Prices for Pickman trucks in the US start just north of US $20,000, though special versions such as four-seaters and others come with higher price tags.
Club Car
Club Car is one of the largest golf cart manufacturers in the US and has several LSV versions of its vehicles. While most of the standard golf carts in its lineup are not homologated as LSVs and thus don’t meet federal regulations for on-road use, the company’s LSV models were designed to meet these federal requirements.
The company has both four-seater and six-seater models that qualify as LSVs, as well as utility versions and even an electric mini-truck vehicle designed to meet LSV standards. Prices start at around $13,500 for the most affordable options, but those use older-technology lead acid batteries.

The company is also working on an interesting concept known as the CRU (seen above), which is a more luxurious open-air vehicle that combines the mobility of a golf cart with the luxury of a living room sofa.
E-Z-GO
E-Z-GO is another large manufacturer of golf carts that has also expanded into LSV versions of its popular models.
Like Club Car’s LSV models, E-Z-GO’s Liberty LSV is largely a golf cart that has been homologated for street use by meeting the federal safety regulations for low-speed vehicles.
This means that it is an open air vehicle like a golf cart, features bench seats, flat plastic windshield, and easy entry through the doorless sides of the vehicle.

It also includes some more creature-comfort features such as an infotainment system with music streaming via Apple CarPlay and Android Auto.
Anyone who is used to driving a golf cart will immediately find this style of LSV familiar, since it looks and functions much like a traditional golf cart. But due to the modifications required for street-legal homologation as well as the lithium-ion battery package the price is quite a bit steeper than a simple golf cart. The Liberty LSV starts at around US $20,000 and climbs from there depending on accessories.
MOKE America
MOKE America offers its open-air Mokes in the US, based on the original British design popularized in European beach towns throughout the ’60s and ’70s.
Unlike the original Mokes, these are all-electric and thus don’t require the same level of maintenance as those old combustion engines. But they still retain much of the same classic charm, from the low step-over entry to the windy cockpit and seating for four.

The specialty design certainly adds to the price though, with a Moke starting at around US $23,000 before any add-ons like a soft-top or rain doors.
When it comes to the fun-loving wind in your face driving with classic vibes, it’s hard to beat the look of an old-school Moke!
More LSVs are sure to come!
These are the currently available street-legal LSVs in the US, as of the time of publishing. We’ll do our best to update though as more interesting models come to market.
There are other NEVs and micro-cars in the US, though like we talked about in Part 2 of this series, many are not actually street legal. In fact, many of the options sold online that make claims of “street legal!!!” are far from actually being approved for use on US roads.
As the LSV category grows and more Americans find their way toward smaller, nimbler, and more convenient electric micro-cars, the number of street-legal options is sure to expand.
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Environment
DOT opens public comment on plan to hike fuel costs during affordability crisis
Published
6 hours agoon
December 7, 2025By
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This week, the US Environmental Protection Agency proposed a plan to make cars less efficient when Americans are already paying record-high energy bills during an affordability crisis fueled by tariff-driven inflation. That plan is now up for public comment.
Since the beginning of this year, the occupants of the White House have been on a mission to raise costs for Americans.
This mission has encompassed many different moves, most notably through unwise tariffs.
But another effort has focused on changing policy in a way that will raise fuel costs for Americans, adding to already-high energy prices.
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This specific rollback focuses on a rule passed under President Biden which would save Americans $23 billion in fuel costs by requiring higher fuel economy from auto manufacturers. By making cars use less fuel on average, Americans would not only save money on fuel, but reduce fuel demand which means that prices would go down overall.
The effort to roll back this rule was initially announced on the first day that Sean Duffy started squatting in the head office of the Department of Transportation. Duffy notably earned his transportation expertise by being a contestant on Road Rules: All Stars, a reality TV travel game show.
Then in June, Duffy formally reinterpreted the Corporate Average Fuel Economy (CAFE) standard, claiming falsely that his department does not have authority to regulate fuel economy.
Republicans in Congress even got into effort to raise your fuel costs, as part of their ~$4 trillion giveaway to wealthy elites included a measure to make CAFE rules irrelevant by setting penalties for violating them to $0. In addition, it eliminated a number of other energy efficiency and domestic advanced manufacturing incentives.
Duffy’s department then told automakers that they would not face any fines retroactively to 2022, which saved the automakers (mostly Stellantis) a few hundred million dollars and cost American consumers billions in fuel costs.
Then, finally, earlier this week, Duffy formally announced the proposed changes to the CAFE rules, lowering the required fuel economy for 2022-2031 model year vehicles, even despite all of the other changes in trying to make the rules unenforceable.
The theory behind this would be to make it harder to later enforce the rules, and to allow automakers to get off with more pollution, and to increase fuel demand and fuel prices for longer until a real government returns to power and starts doing its job to regulate pollution.
Specifically, the announcement changes the planned 2031 50.5 mpg target to 34.5 mpg, cutting vehicle efficiency by nearly a third, which will lead to a commensurate increase in your fuel costs (note: CAFE numbers are calculated differently, and tend to look higher than actual mpg numbers).
The regulation even explicitly describes ballooning vehicle sizes in a positive light, which is ironic given that at the same event, Mr. Donald Trump, the convicted felon who directed this change to begin with, also quipped that he wants to bring tiny Japanese kei cars to the US, displaying his lack of knowledge of why he was even in the room to begin with.
If President Biden’s regulations were retained through 2031, average fuel economy would have tripled since the 1970s, when CAFE targets were first put in place. In the last two decades, CAFE targets helped drive a 30% improvement in average fuel economy, saving an average of $7,000 over the lifetime of an average vehicle – and they did this without increasing vehicle prices.
Despite that the dictatorial regime proposing such braindead rule changes would rather just push its oil company funders’ demands through without having to consult the people it will harm, these rulemaking procedures are still governed by the Administrative Procedures Act. This law requires the government to accept public comments and to take into account and respond to substantive comments posted to the docket related to the rulemaking procedure.
And so, you can now leave your own comments on whether or not you think this plan to make cars larger, more dangerous and less efficient, thus raising your fuel costs, is a good one or not.
Comments can be submitted through this link. Information for the docket can be found at docket number NHTSA-2025-0491. The comment period ends on Jan 20 at 2026 at 11:59 PM EST (yes, that superfluous “at” is from the NHTSA’s docket, wonderful attention to detail from the fake lawyers running the place).
Another of the administration’s recent plans to raise your fuel costs, the EPA’s plan to increase gas prices by $.76/gallon by deleting climate science, was recently posted and received 568,326 comments, the vast majority of which opposed the plan. Public comment on that plan is closed now and the EPA is sifting through the mountain of comments made, trying to figure out a way to kill people and raise energy costs in service of their oil masters despite massive public opposition in a country that is supposed to be a democracy.
That plan also received a virtual public hearing where commenters could call in with their thoughts, held over a few days, during which a vast majority opposed the plan. We’re not aware of a similar hearing for this plan yet, but we’ll let you know if we hear about one.
And despite many readers’ probable initial reaction that the unqualified dictator pushing these plans won’t be interested in hearing your comments, it should be noted that improper rulemaking has and will continue to result in certain rules being thrown out in court. There is a legally required method to how the government makes rules, and courts can throw out regulations that do not follow the proper method. Part of that method includes seeking public feedback, and this is your chance to enter your thoughts into the official government record on this regulation specifically.
Public comments on this ridiculous plan are open through Jan 20, 2026 at 11:59 PM EST, 8:59PM PDT. Comments can be submitted here. In case you get lost, the docket code is NHTSA-2025-0491. DOT/NHTSA has to respond to legitimate concerns made during public comment periods or else the rule could be voided (as was the case for 90% of the cases the NRDC challenged last go around), so the more substantive your comment, the better.
The 30% federal solar tax credit is ending this year. If you’ve ever considered going solar, now’s the time to act. To make sure you find a trusted, reliable solar installer near you that offers competitive pricing, check out EnergySage, a free service that makes it easy for you to go solar. It has hundreds of pre-vetted solar installers competing for your business, ensuring you get high-quality solutions and save 20-30% compared to going it alone. Plus, it’s free to use, and you won’t get sales calls until you select an installer and share your phone number with them.
Your personalized solar quotes are easy to compare online and you’ll get access to unbiased Energy Advisors to help you every step of the way. Get started here.
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Environment
I got a 5-ton electric tractor from China. Here’s what showed up
Published
8 hours agoon
December 7, 2025By
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When a 40-foot container rolled up to my property and the doors swung open, I finally got to meet a machine I’d only last seen half-finished on a factory floor in China. Sitting up front, nose practically pressed against the container doors, was my new 10,000-plus-pound (4,700 kg) electric tractor: the NESHER L3000 wheel loader.
Technically, it’s part of a class known as articulating front loaders, a subset of the broader tractor family, and not a farm tractor like you may have seen before (though I’m working on a farm tractor!).
But if you need to lift, pull, drag, grapple, dump, drill, or dig things around your property, this is what these types of machines were made for.
And as wild as it was to see that giant electric machine roll down the ramps, it turns out that wasn’t the only “new toy” I got.
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Soon after the arrival of the big guy, I had a second surprise to unload: a slightly smaller, much more approachable NESHER L2500, tipping the scales at a more manageable 6,400 lb (2,900 kg).

Meet the 5-ton lb NESHER L3000
Unloading these things and getting to know them well has been an incredibly fun process, and one that I love getting the chance to share in videos and articles like this one.
The L3000 is the biggest machine I’ve ever brought into the NESHER lineup, and it’s very much a “because we can” kind of loader. It’s rated for a 3,000 lb (1,360 kg) lift capacity (and it’s underrated), but that stat doesn’t really hit home until you see what that looks like in real life.
Right away I put it to work moving all sorts of heavy equipment around the property, from lifting a wooden shipping crate with an entire mini-excavator inside, to carrying around a full-size golf cart in a steel shipping crate as if it was a grocery bag, to even pushing shipping containers around the property and into position (I’ve been welding on roof structures between them to create some nice covered parking).

That last one is the moment you really feel the mass working in your favor. A 10,000 lb electric machine has the kind of traction and grunt where you barely notice the load. A tiny press on the accelerator and heavy objects just start moving.
I used a set of EZYwheels on one end of a shipping container and simply lifted the other end using the L3000’s pallet forks, allowing me to push and pull a roughly 5,000 lb (2,250 kg) solar shipping container that I built last year around a grassy pasture as if I were playing with toy cars in a sandbox.
We even used it to right a tree that had blown over in the last hurricane, but was still alive and lying on its side. Without the slightest protest, the L3000 pulled it vertically and let us get some bracing under it so the root structure could regrow and anchor it back the way nature intended.

Under the floorboards is a 40 kWh AGM battery pack, good for around 6 hours of typical use on a charge. This isn’t meant for 12-hour highway construction shifts… it’s designed for landowners, homesteaders, small businesses, and anyone with a list of jobs that can be knocked out in a few focused hours.
Charging is fairly straightforward and designed to be done anywhere: it uses standard North American 120VAC outlets, with twin onboard chargers to feed that big pack from a pair of household circuits overnight. The onboard chargers can accept 240V, but the 120V option allows for Level 1 charging anywhere a typical electrical outlet can be found.
I get a lot of questions about batteries, and one reason I liked the AGMs over lithium iron phosphate batteries is the ease of future work. While not rivaling LFP charge cycles, these should last for many years (my oldest NESHER tractors are around 2.5 years old and showing very minimal battery degradation), but when the batteries do eventually need to be replaced, AGM modules can be found much more easily and from local suppliers, even big box stores like Tractor Supply or Home Depot. They can also be removed one pack at a time by a single (strong) individual. Other advantages include better cold-weather performance without needing battery heaters, extra weight that serves as ballast and increases the lifting capacity of the machine, and lower total vehicle cost. Of course there are different unique advantages to LFP batteries, and like everything in life, there are tradeoffs, but this seems to be a good balance so far in our experience.

But wait… there’s a “smaller” one too
As fun as a 10,000 lb loader is, it’s honestly more machine than a lot of people want to maneuver around their property. That’s where my second new arrival comes in.
This smaller beast, my NESHER L2500, is rated for a 2,500 lb (1,140 kg) lift but weighs in at roughly 6,400 lb (2,900 kg). On paper, that sounds like a small step down from the L3000. In practice, it feels like a different category: more compact, more nimble, and more approachable for someone who doesn’t want their “yard tool” to weigh nearly as much as a school bus. It’s also even quieter than the L3000, as it uses a dedicated electric motor on each axle instead of a larger mid-mounted motor with dual drive shafts like the L3000.
Between the two, I actually prefer it. The machine has nearly as much capability, but is around 1/3 lighter and thus easier to maneuver and operate.
We’ve already used the L2500 for some creative jobs around the place. At one point, my dad and I basically turned it into a freight elevator, raising an old couch more than 10 feet up to a mezzanine of his shop. Another day, we used it to drag a massive tree trunk out of a pond after a hurricane turned that long-leaning tree into a floating navigation hazard. The loader treated that water-logged tree trunk like a toothpick.
The L2500 shares the same concept as the bigger machine: enclosed cab and heater, around 6 hours of use from a 25 kWh battery, easy residential charging, and enough lift and pull to make most homesteader and small farm tasks feel trivial. For a lot of people, this is the sweet spot. And in fact, I actually prefer it at this size. The L3000 is fun but more machine than most people need. The L2500 seems like the best balance of power, size, and value.

Attachments turn them into Swiss Army tractors
All of the loaders use quick-hitch front attachments, which is where things get fun. From the operator’s seat, you can drive up to a bucket, drop it, roll right into a pallet fork, and latch it without climbing down every time.
For attachments with their own hydraulics, like augers, grapples, and the excavator-style digging attachment, you do still have to hop out to connect hoses, but the tradeoff is big. With the excavator attachment on the larger loaders, you can dig down around 6 feet (nearly 2 meters). That’s a major upgrade compared to my smaller NESHER machines that give closer to about 3.5 feet (around 1 meter) of digging depth from their excavator attachments. That covers a surprising amount of real-world work: laying pipe, planting trees, digging drainage, and shaping land.
That’s the real magic with these: you don’t need separate dedicated machines for every task. One electric loader, a handful of attachments, and suddenly you’re lifting shipping containers, pulling trees upright, digging trenches, moving mountains of dirt or mulch, and doing oddball jobs you never expected to do with a conventional tractor.

Why go electric for heavy equipment?
Regular Electrek readers will already know the big advantages of going electric, and our own Jo Borràs has often covered some of the most interesting new additions to the world of electric heavy equipment from trucking to tractors to tools, but electrification is still a niche part of the industry.
And while I’ve talked a lot about what these machines can do, a question I still often get from curious neighbors and onlookers is, “Why electric?”
Part of it is maintenance. A diesel loader has a lot of ways to ruin your day: fuel system, injectors, emissions equipment, warm-ups, oil changes, filters, and so on. An electric drivetrain is basically a cordless drill scaled up: battery, motor, controller. The maintenance you do have – hydraulic oil, greasing the joints – is for the mechanical bits, not the engine. The powertrain, historically the worst part of owning any vehicle, just quietly works.
Then there’s sound. When you’re walking around an electric loader, you hear your own footsteps in the dirt as much as you hear the machine. You can talk to someone standing nearby without shouting over a clattering diesel engine. As the operator, you can talk to your crew or your family members in the yard without needing walkie-talkies. The reduced noise means you can even work around animals and livestock without spooking them. I can work right alongside the cows in my family’s pasture without bothering them. It’s just a calmer experience.
Health is another big one. If you spend hours a day sitting a few feet from a diesel tailpipe, that exhaust is going into your lungs. Diesel particulates are not something you want to marinate in for years. Electric loaders eliminate that constant stream of fumes.
And of course, there’s the environmental angle too. If you’re working the land because you love it and want to live with it, not just from it, then it feels a little odd to be coating it in exhaust and oil. Electric loaders don’t drip fuel, don’t belch smoke, and don’t add to greenhouse emissions the same way, especially if you’re charging from clean energy.

Final thoughts
I’ve talked at length about this process before, but for those who may be new around here, allow me to provide full disclosure: these are my machines. I helped design them, I walk the factory floor where I build them in China, I import them, I maintain the local spare parts warehouse, I wrote the operator’s manual, and I spend a ridiculous amount of time thinking about how to make electric machinery like this more accessible to average folks who want to manage their land instead of just for large contractors and businesses who can afford the six-figure machines from the big guys.
I’m proud of the work that has gone into getting them to this point, and of the fact that they are starting to become available in more countries (the first NESHER dealer in Canada just opened recently and a few other countries are in the works).
As a society, even a well-intentioned one looking for electric alternatives to replace our polluting legacy machines, we often spend so much time focusing on flashier vehicles, such as electric cars, trucks, and even bikes and scooters, that it’s easy to forget how much diesel is idling away on farms, work sites, and homesteads. Machines like these show that electric isn’t just possible in this space, but that it can actually be better, quieter, cleaner, and easier to live with.
Sure, that big NESHER L3000 loader isn’t for everyone. Most people would probably be better served by the L2500 or even the smaller L1400 or L880. And if you’re running round-the-clock road crews, you’ll still have a diesel fleet for a while, as there aren’t many electric machines that can do 16 or 20-hour shifts yet.
But for the growing number of landowners, small contractors, and homesteaders who want serious capability without the headaches and fumes of diesel, electric loaders are finally becoming a real option.
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Environment
The ticket bot cometh: cities are ticketing drivers that AI says are bad [update]
Published
1 day agoon
December 6, 2025By
admin


In a high-tech move that we can all get behind and isn’t dystopian at all, the City of Barcelona is feeding camera data from its city buses into an advanced AI, but they swear they’re not using the footage to to issue tickets to bad drivers. Yet.
UPDATE 06DEC2025: the ticket bot cometh to Chicago.
Last month, the Chicago Transit Authority (CTA) contracted with Hayden AI to equip six of its transit buses with AI-powered license plate readers intended to target illegally parked vehicles in an area bound by North Avenue, Roosevelt Road, Lake Michigan and Ashland Avenue.
As with similar pilots in Barcelona and NYC, the Hayden AI technology captures information from vehicles illegally blocking bus and bike lanes, then submits its “findings” to a human reviewer for confirmation. If the reviewer agrees with the AI, they can issue a fine of $90 for parking in a bus lane, $250 for bike lane obstruction, $50 for parking in expired meters outside of the central business district, and $140 for personal vehicles parked in commercial loading zones.
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Despite those hefty fines, Chicago Mayor Brandon Johnson is quick to point out that the goal of the program isn’t to generate revenue.
“Every Chicagoan deserves a transportation system that is safe, reliable, and efficient,” said Mayor Johnson, in a statement. “By keeping bus and bike lanes clear of illegally parked vehicles, the Smart Streets pilot helps us protect our most vulnerable road users while improving the daily commute for riders across the city.”
The official release makes no mention of the fact that Hayden AI’s system generated nearly $21 million in revenue for the city in just a few months, despite the fact that thousands of those ticketed weren’t doing anything wrong.
We wrote about some of these issues back in Jun. You can read that original article, below, and let us know what you think of Chicago’s “non-revenue” claims in the comments.

Barcelona and its Ring Roads Low Emission Zone have earned lots of fans by limiting ICE traffic in the city’s core. The city’s latest idea to promote mass transit is the deployment of an artificial intelligence system developed by Hayden AI for automatic enforcement of reserved lanes and stops to improve bus circulation – but while it seems to be working as intended, it’s raising entirely different questions.
“Bus lanes are designed to help deliver reliable, fast, and convenient public transport service. But private vehicles illegally using bus lanes make this impossible,” explains Laia Bonet, First Deputy Mayor, Area for Urban Planning, Ecological Transition, Urban Services and Housing at the Ajuntament de Barcelona. “We are excited to partner with Hayden AI to learn where these problems occur and how they are impacting our public transport service.”
Currently operating as a pilot program on the city’s H12 and D20 bus lines, the system uses cameras installed on the city’s electric buses to detect vehicles that commit static violations in the bus lanes and stops (read: stopping or parking where you shouldn’t). The Hayden AI system then analyses that data and provides statistical information on what it captures while the bus is driving along on its daily route.
Hayden AI says that, while it photographs and records video sequences and collects contextual information of the violation, its cameras do not record license plates or people and no penalties are being issued to drivers or owners of the vehicles.
So far so good, right? But it’s what happens once the six mont pilot is over that seems like it should be setting off alarm bells.
Big Brother Bus is watching

The footage is manually reviewed by a Transports Metropolitans de Barcelona (TMB) officer, who reportedly reviewed some 2,500 violations identified by AI in May alone. But, while the system isn’t being used to issue violations during the pilot program, it easily could.
And, in fact, it already has … and the AI f@#ked up royally.
AI writes thousands of bad tickets
When AI was given the ability to issue citations in New York City earlier this year, it wrote more than 290,000 tickets (that’s right: two-hundred and ninety thousand) in just three months, generating nearly $21 million in revenue for the city. The was just one problem: thousands of those drivers weren’t doing anything wrong.
What’s more, the fines generated by the AI powered cameras were supposed to be approved only after being verified by a human, but either that didn’t happen, or it did happen and the human operator in question wasn’t paying attention, or (maybe the worst possibility) the violations were mistakes or hallucinations, and the human checker couldn’t tell the difference.
In OpenAI’s tests of its newest o3 and o4-mini reasoning models, the company found the o3 model hallucinated 33% of the time during its PersonQA tests, in which the bot is asked questions about public figures. When asked short fact-based questions in the company’s SimpleQA tests, OpenAI said o3 hallucinated 51% of the time. The o4-mini model fared even worse: It hallucinated 41% of the time during the PersonQA test and 79% of the time in the SimpleQA test, though OpenAI said its worse performance was expected as it is a smaller model designed to be faster. OpenAI’s latest update to ChatGPT, GPT-4.5, hallucinates less than its o3 and o4-mini models. The company said when GPT-4.5 was released in February the model has a hallucination rate of 37.1% for its SimpleQA test.
I don’t know about you guys, but if we had a local traffic cop that got it wrong 33% of the time (at best), I’d be surprised if they kept their job for very long. But AI? AI has a multibillion dollar hype train and armies of undereducated believers talking about singularities and building themselves blonde robots with boobs. And once the AI starts issuing tickets to the AI that’s driving your robotaxi, it can just call its buddy AI the bank to send over your money. No human necessary, at any point, and the economy keeps on humming.
But, like – I’m sure that’s fine. Embrace the future and all that … right?
SOURCES: Hayden AI, via Chicago Sun Times, Forbes, Motorpasión.

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