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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.

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.

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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


“You are being recorded” sign in a bus; via Barcelona City Council.

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


NYC issued hundreds of thousands of tickets; via NBC.

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 photos 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.

FORBES

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 Forbes, Motorpasión.


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Bojangles adds EV chargers to its fried chicken and biscuit menu

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Bojangles adds EV chargers to its fried chicken and biscuit menu

Bojangles, the North Carolina-based chain known for its fried chicken and biscuits, is joining the growing list of fast food chains installing EV chargers in their parking lots.

The restaurant chain is working with Smart Big Box, Alyath EV, and Energy and Environmental Design Services to install turnkey EV charging stations at a “wide range” of its 800 restaurants, which are concentrated heavily in the southeast US. The rollout starts in late 2025, with most chargers expected to be available by sometime in 2026.

Each Bojangles location getting EV chargers will offer at least four ports. The stations will vary between Level 2 and DC fast chargers. 

Bojangles CIO Richard Del Valle said, “Working with Alyath and Smart Big Box allows us to introduce a new convenience that aligns with evolving customer needs.”

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It’s a smart move. The charging stations will let people plug in and power up, and they’re more likely to dine at Bojangles while they’re doing so. Plus, Bojangles will get a reputation for having charging stations, so EV drivers will be more inclined to head toward the restaurants as a reliable power source.

Cristiane Rosul, CEO of Alyath, said the partnership “not only benefits EV drivers but also positions Bojangles as a leader in the future of quick-service dining.”

Smart Big Box has contracted with Energy and Environmental Design Services as the exclusive installer and maintenance partner for all EV chargers.

Read more: Waffle House is getting DC fast chargers – and it’s a genius move


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Toyota cuts bZ4X lease price to just $199 a month, even cheaper than a Corolla

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Toyota cuts bZ4X lease price to just 9 a month, even cheaper than a Corolla

Toyota’s electric SUV is now its cheapest vehicle to lease. After slashing lease prices again, the Toyota bZ4X is listed for lease at just $199 per month in some states. That’s even cheaper than a Corolla right now, even though it’s nearly double the price.

Toyota bZ4X is now cheaper to lease than a Corolla

The 2025 Toyota bZ4X already starts at $6,000 cheaper than the previous model year, but with a new promotion this month, it’s even more affordable.

Toyota is at it again, having cut lease prices once more this month following the Fourth of July holiday. The 2025 Toyota bZ4X XLE is now listed at just $199 per month for 36 months. With $3,999 due at signing, you’ll end up paying an effective cost of $310 per month.

The offer is $42 less than before the new promo, or about a 12% price cut. It’s hard enough to find any lease nowadays around $300, but for an electric SUV, it’s a pretty good deal.

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According to online auto research firm CarsDirect, it’s even cheaper to lease a bZ4X now in some states than a Toyota Corolla. The 2025 Corolla LE Sedan is available for $229 for 36 months. With $2,999 due at signing, the effective monthly rate is $312, or $2 more than the bZ4X.

Toyota-bZ4X-lease-price
2025 Toyota bZ4X Limited AWD Supersonic Red (Source: Toyota)

Although $2 might not seem like much in the grand scheme of things, it’s pretty significant, given that the bZ4X is $16,000 more expensive.

The 2025 Toyota bZ4X XLE has an MSRP of $38,465, compared to the Corolla LE Sedan, which starts at $22,325. That’s a $16,140 cost difference alone.

Toyota-bZ4X-lease-price
2025 Toyota bZ4X Limited AWD interior (Source: Toyota)

Toyota’s electric SUV is slightly longer than a RAV4 at 184.6″ in length, but it has a longer wheelbase, which opens up more interior space.

Toyota is also throwing in a free year of unlimited charging (at EV-go-operated public charging stations) for those who buy or lease a new 2025 bZ4X. You can also add a ChargePoint home charger to the cost.

Although the bZ4X is available for just $199 per month, the 2025 Hyundai IONIQ 5 is listed at $179 nationwide this month. With more range, style, and an NACS port for charging at Tesla Superchargers, the 2025 IONIQ 5 offer is hard to pass up right now.

2025 Toyota bZ4X trim Starting Price
(excluding $1,395 DPH fee)
Price reduction
(vs 2024MY)
Range
(mi)
XLE FWD $37,070 -$6,000 252
XLE AWD $39,150 -$6,000 228
Limited FWD $41,800 -$5,380 236
Limited AWD $43,880 -$5,380 222
Nightshade $40,420 N/A 222
2025 Toyota bZ4X prices and range by trim

Like many carmakers, Toyota is currently offering significant incentives on electric vehicles, with the federal tax credit set to expire at the end of September. Accordingly, Toyota’s promotion ends on September 30. Although the bZ4X doesn’t qualify for the credit through purchase, Toyota is passing it on through leasing.

In some areas, like LA, Toyota is currently offering $12,000 off bZ4X leases. With the loss of the tax credit, the savings would drop to just $4,500, which would add over $100 a month to the lease price.

Looking to take advantage of the savings while they are still here? You can use our link to find deals on the 2025 Toyota bZ4X in your area today.

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It turns out Tesla Canada’s shady $43m incentive grab was above-board after all

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It turns out Tesla Canada's shady m incentive grab was above-board after all

Transport Canada has finished its investigation into Tesla’s questionable filing of $43 million worth of EV incentives in a single day, finding that the claims did indeed represent cars sold before the deadline to file for incentives – still raising questions about disorganization within Tesla.

To recap, Canada suddenly sunsetted its electric vehicle incentives back in January, as the program ran out of money. It caught a lot of EV dealers by surprise, and there was a sudden rush to sell cars and to file for incentives, given that the end of the program was announced with just three days notice.

One of these dealerships that showed a rush was a single Tesla dealership in Quebec, which recorded 4,000 rebate requests in a single weekend, an impossible number at the relatively small location. Other Tesla locations also filed for suspiciously high numbers of incentive claims on the same weekend.

This raised alarm bells, and other Canadian auto dealers pointed it out to Transport Canada, with Huw WIlliams, head of the Canadian Auto Dealers Association (CADA) claiming that Tesla “gamed the system” to hog an illegitimate number of incentive claims out of the limited money left. The total amount was $43 million, which was more than half of the amount left in the Canadian government’s coffers.

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Even accounting for Tesla delivery pushes, and for increased sales as the credit rapidly sunset, these numbers did not seem possible.

This – perhaps combined with Tesla’s unpopular position in Canada at the time given CEO Elon Musk’s participation in a US government which was attacking Canada’s sovereignty at the time – led to Transport Canada announcing an investigation into Tesla’s incentive claims (Canadian Transport Minister Chrystia Freeland even said at the time that future Canadian ZEV incentives should exclude Tesla until the US’ “illegitimate and illegal” tariffs were lifted).

Tesla responded to the investigation in a typically standoffish manner, claiming in a letter that it was “shocked” to hear about the investigation, threatening legal action if payments weren’t resumed, and blaming Transport Canada for causing Tesla’s negative public perception and exposing Tesla’s Canadian employees to harassment (the letter did not, however, mention anything about CEO Musk’s government activities, or his recent actions attempting to spread white supremacy around the globe, and how those are much more responsible for negative public perception of the company).

Well now, the result of that investigation is back, and Freeland said on Friday that Tesla’s claims “were determined to legitimately represent cars sold before January 12.”

Transport Canada also pledged to CADA that all cars delivered before January 12 will have their incentive claims fulfilled, regardless of the program’s budget. CADA estimates it’s owed around $11 million in past-due claims, and Williams still wonders how Tesla knew to file those claims so suddenly.

Electrek’s Take

Questions still remain about this incentive. As pointed out by the Canadian Press, it’s still not clear whether Tesla’s incentive claims were for cars sold on that weekend, or for cars sold prior to that weekend and delivered all in a lump.

Given the physical limitations of the locations involved, it’s likely the latter. Which raises a different kind of alarm bell: that of disorganization within Tesla, as I pointed out as my main concern over this situation in a previous article.

I just don’t see how Tesla Canada can justify leaving tens of millions of dollars on the table for potentially several months, when all it took was the filing of some pieces of paper for them to get it. That’s capital that Tesla could have used to do business, and letting it sit in someone else’s bank account doesn’t benefit Tesla at all.

Now, disorganization is nothing new for Tesla, but businesses usually don’t like leaving money laying around for no reason. And Tesla, with its focus on quarterly results and end-of-quarter pushes, surely would have enjoyed having that extra cash in December, the end of a fiscal quarter/year, rather than the beginning of January when they filed for these incentives.

So regardless of the now proven legitimacy of these claims, this aspect should be cause for some amount of concern. It’s a reflection of a longtime problem in Tesla, where things tend to fall through the cracks until there’s some sort of emergency, and then it’s all-hands-on-deck from whoever happens to be closest to the problem at the time. But this has been an issue within Tesla for so long that it’s hard to see it being fixed at this point – and certainly not under its longtime CEO who seems far more interested in using Tesla to bail out his private companies or turning Twitter into “MechaHitler” than on making actual good decisions for Tesla.


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