This company wants to turn a Tennessee coal plant into a fusion reactor
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2 years agoon
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Type One energy has announced its intention to use a retired TVA coal plant site, the Bull Run Fossil Plant in Oak Ridge, Tennessee, as the site for a prototype fusion reactor with the hope to eventually commercialize fusion power – and maybe even find a neat way to use old EV batteries to help power the process.
The Bull Run Fossil Plant was a coal-powered generation facility first opened in 1967 and shut down on December 1, 2023 – just over two months ago. It was run by the Tennessee Valley Authority (TVA), the largest public utility in the US, and sits just across the river from Oak Ridge, the site of the Oak Ridge National Laboratory (ORNL), one of America’s most important national science labs.
Despite only being shut down for two months, claims are already being made on the site. Due to its close location to ORNL, a lab that has studied fusion since the 1950s, it seems a natural choice for another fusion experiment – enter Type One energy, a company looking to work toward the commercialization of fusion power.
Type One Energy ambitiously gets its name from Type I on the Kardashev scale, a theoretical measurement intended to describe how advanced a civilization is. A Type I civilization is able to harness all of the energy available on a single planet – currently, humanity’s total energy production is about three orders of magnitude, or a thousand times, below this benchmark.
So, just starting with the name, Type One’s goals seem… optimistic, to say the least.
What is fusion?
For a basic primer on what we’re talking about here, Nuclear Fusion differs significantly from Nuclear Fission. Fusion is the reaction that happens inside of stars like our Sun, whereas Fission is what powers current commercial nuclear reactors.
Fission, in current nuclear reactors, takes large, rare, radioactive atoms (like Uranium-235) and splits them apart, which releases energy when the bonds between neutrons in the nucleus of these atoms are broken. The major downside is that this reaction creates radioactive material, with nuclear waste still being an unsolved problem.
Fusion, however, works by taking smaller atoms and fusing them together. The most promising fusion reaction uses deuterium and tritium, two rare isotopes of hydrogen that have extra neutrons in their nuclei. Deuterium is rare, but still relatively easily found in normal seawater (about one in every 6,000 natural hydrogen atoms are deuterium), whereas tritium is almost nonexistent in nature and would be manufactured by splitting lithium atoms.
Incidentally, this is a potential use for lithium from old EV batteries.
When the deuterium and tritium atoms are fused together it creates a normal helium atom and releases a free neutron, from which energy can be harvested.
The upside of fusion is that it does not produce long-lived radioactive waste, and that it is incredibly energetic, with the amount of deuterium in 1 gallon of ordinary seawater (about half a milliliter of deuterium) theoretically able to generate the amount of energy from combusting 300 gallons of oil. Fusion reactors are also considered to be inherently safer as there is no possibility of a meltdown.
The downside is that fusion requires extremely difficult conditions to occur, and those conditions cost a lot of energy to maintain. You can get a hint of this by looking at the location where fusion naturally happens – at the center of stars, at temperatures of tens of millions of degrees and pressures of trillions of pounds per square inch.
The state of fusion today
So it sounds like a science fiction concept, and ever since it was first envisioned in the 1950s, it has been. Humanity has never been able to achieve a fusion reaction that generated more energy than it took to create… until recently.
You may have heard the news last year that scientists had achieved “net energy gain” from a fusion reaction. This means that more energy was released by the fusion reaction than the amount of energy from the lasers used to produce the temperatures needed. This is denoted by the symbol Q, with Q numbers above 1 meaning net energy gain. The current record is Q = 1.54.
But that’s not everything, because not all of that energy can be effectively harnessed, so in order to reach the point where fusion actually becomes viable for electricity generation, the reaction must create enough energy to become self-sustaining – as long as more deuterium/tritium fuel is added, the reaction will continue, much like adding more logs to an already-burning fireplace.
The primary technology advancement needed for the Type One facility is high-temperature superconducting magnets, which have generally seen remarkable progress in recent years and are now the focus of multiple companies working to adapt the basic technology for fusion energy applications. Given what is known from a scientific development standpoint, ORNL considers the step envisioned by Type One as reasonable and achievable. While success is not guaranteed, we view the risk-to-reward profile of this facility as appropriate. If successful, the results from this facility would provide a solid basis for a second-generation facility focused on energy production.
Mickey Wade, associate lab director of fusion and fission energy and science, ORNL
For a self-sustaining reaction, a ratio of about Q = 5 is thought to be necessary to reach the level of viability for electricity production. But once that milestone is reached, Q increases arbitrarily, because the self-sustaining nature of the reaction means that little to no energy will be needed to be spent externally to maintain the reaction.
Type One’s plans
Type One thinks it can reach this milestone, though probably not for years still – it sets the target at about a decade from now. As of now, it wants to build a prototype reactor it’s calling Infinity One at the Bull Run site, with the intent of “retiring risks” before building a future pilot power plant.
There are a number of other fusion reactors in the world, but most of them are from public institutions run by academic, governmental, or intergovernmental sources. There are a few other fusion startups, but Type One thinks that it will be the first private company to build a functional stellerator prototype. Fusion reactors come in two types: stellerators and tokamaks, with each having their advantages but tokamaks being more common.

Many of the company’s personnel have already been part of stellerator projects in other settings, so there is plenty of expertise associated – including CTO Dr. Thomas Sunn Pederson, who we spoke to for this story, who previously worked on the record-setting W7X stellerator in Germany.
The plan has been enough to get the company noticed by some government entities, with the Department of Energy choosing it as one of eight companies to receive part of $46 million in funding. Here’s the full list of those companies, six of which ORNL is also partnering with:
- Commonwealth Fusion Systems (Cambridge, MA)
- Focused Energy Inc. (Austin, TX)
- Princeton Stellarators Inc. (Branchburg, NJ)
- Realta Fusion Inc. (Madison, WI)
- Tokamak Energy Inc. (Bruceton Mills, WV)
- Type One Energy Group (Madison, WI)
- Xcimer Energy Inc. (Redwood City, CA)
- Zap Energy Inc. (Everett, WA)
Type One is also the first company to receive grants via a new Tennessee program to encourage innovation and investment in nuclear energy, and closed an investment seed round of $29 million last year.
As for involvement from TVA and ORNL, both entities are “collaborating” with Type One, but are a little more measured in their expectations than the company itself is.
TVA is a clean energy leader. With the retirement of Bull Run plant, TVA is in the unique position to partner with Type One and ORNL to explore the repurposing of a portion of the facility toward the advancement of fusion energy research. As TVA works to be net-zero by 2050, we must work together to identify potential clean energy technologies of the future. Being able to further the advancement of fusion energy research provides a win-win proposition for TVA and the people of the valley.
-TVA spokesperson
Despite Type One’s announcement today of its selection to pursue the use of TVA’s Bull Run site, TVA issues a reminder that the project is contingent on proper completion of necessary environmental reviews, permits, operating licenses and so on. While TVA has signed a memorandum of understanding with the company and with ORNL, it hasn’t yet formally agreed to lease part of the property to Type One. But it does see the unique opportunity to use a former coal for research into the future of energy, especially in a spot that’s so close to one of the centers of American fusion research at Oak Ridge labs.
Construction on the pilot research project could start as early as 2025, and be completed as early as 2028.
Electrek’s Take
This story interested me primarily due to the angle of turning a site that used to generate the dirtiest possible electricity into one that generates what would likely become the cleanest form of electricity, which is quite poetic.
And fusion energy, in particular, has incredible promise if it’s ever achieved. It could solve a tremendous amount of our societal problems – but like everything else, this only works if the benefits are properly distributed, and our current sociopolitical systems aren’t all that great at doing that.
But it could, at least, help to solve climate change, by offering a highly energetic energy source that also releases zero emissions, and has even fewer auxiliary impacts than other current clean energy sources (e.g. habitat disruption, panel/turbine recycling, and so on). And, relevant to Electrek, if lithium is needed to make tritium, then that gives us something we could use recycled EV batteries for, which is pretty cool.
But we also shouldn’t get too far ahead of ourselves here, because it sounds like this project is in very early stages. Today’s press release is a pretty minor step – Type One is just announcing the site that it wants to use, which hasn’t even been secured yet. And while we had a great conversation with Type One, the responses we got from TVA and ORNL were much more noncommittal. So there was an excitement disconnect there, which is to be expected between a company and a government entity, but it still reminded us that all of this is still some ways off.
So there’s a lot of steps between here and fusion energy, and frankly, I think that the biggest breakthroughs in fusion are not likely to come from a private company but from academic or governmental research, at least for the time being.
We will eventually need companies to come in and figure out commercial viability, so getting started on that earlier than later is all well and good, but we’re still going to be waiting for a while before that viability happens – and unfortunately, we don’t have time to wait to solve climate change. So, while fusion might help, we still need to get to work now on emissions reductions immediately.
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Environment
DOT opens public comment on plan to hike fuel costs during affordability crisis
Published
8 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.
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Environment
I got a 5-ton electric tractor from China. Here’s what showed up
Published
10 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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