Cars

common-factors-link-rise-in-pedestrian-deaths—fixing-them-will-be-tough

Common factors link rise in pedestrian deaths—fixing them will be tough

American roads have grown deadlier for everyone, but the toll on pedestrians has been disproportionate. From a record low in 2009, the number of pedestrians being killed by vehicles rose 83 percent by 2022 to the highest it’s been in 40 years. During that time, overall traffic deaths increased by just 25 percent. Now, a new study from AAA has identified a number of common factors that can explain why so many more pedestrians have died.

Firstly, no, it’s not because there are more SUVs on the road, although these larger and taller vehicles are more likely to kill or seriously injure a pedestrian in a crash. And no, it’s not because everyone has a smartphone, although using one while driving is a good way to increase your chances of hitting someone or something. These and some other factors (increased amount of driving, more alcohol consumption) have each played a small role, but even together, they don’t explain the magnitude of the trend.

For a while, researchers started seeing that the increased pedestrian death toll was almost entirely happening after dark and on urban arterial roads—this has continued to be true through 2022, the AAA report says.

Together with the Collaborative Sciences Centre for Road Safety, AAA conducted a trio of case studies looking at road safety data from Albuquerque, New Mexico; Charlotte, North Carolina; and Memphis, Tennessee, to drill down into the phenomenon.

And common factors did emerge. Pedestrian crashes on arterial roads during darkness were far more likely to be fatal and were more common in older neighborhoods, more socially deprived neighborhoods, neighborhoods with more multifamily housing, and neighborhoods with more “arts/entertainment/food/accommodations” workers. As with so many of the US’s ills, this problem is one that disproportionately affects the less affluent.

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tariffs-will-“blow-a-hole”-in-the-us-auto-industry,-says-ford-ceo

Tariffs will “blow a hole” in the US auto industry, says Ford CEO

The US has had to pause some of these new tariffs almost immediately, and the proposed 25 percent tariffs against any Canadian or Mexican imports have been delayed for a month. But yesterday, the president imposed 25 percent tariffs on any imported steel or aluminum. When last in office, Trump also imposed tariffs on steel (25 percent) and aluminum (10 percent), igniting a trade war and cutting US steel imports by far more than domestic steel production was able to rise to meet it.

“Let’s be real honest: long-term, 25 percent tariffs across the Mexican and Canadian border would blow a hole in the US industry that we have never seen,” Farley said, pointing out that the tariffs would “give free rein” to OEMs that import their vehicles from Japan, South Korea, or Europe.

As the CEO of Polestar told Ars last week, the main thing automakers want is clarity. The last they want is chaos, where the rules have changed from one day to the next based on whim. At the conference, Farley had a similar message. “They need to understand there’s a lot of policy uncertainty here, but in the meantime, we’re scrambling to manage the company as professionals,” he said.

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perfecting-honda’s-2026-f1-powertrain-is-“not-so-easy,”-says-racing-boss

Perfecting Honda’s 2026 F1 powertrain is “not so easy,” says racing boss

The new rules have been extremely attractive to carmakers. In addition to causing Honda to reconsider its exit, Ford is also coming back (developing the hybrid system for Red Bull Powertrains), and both Audi and Cadillac are also entering the sport, although the American brand won’t have its own engines ready until 2028.

Audi and Cadillac will both count as new engine suppliers, so they are allowed some extra development resources. However, Honda is counted as an existing manufacturer and doesn’t get any special treatment.

When I asked Watanabe how the work was progressing, he said, “Not so easy. We are struggling. Now we are trying our best to show the result next year,” he said. “Everything is new. [The] motor is new, [developing] 350 kW—it’s a very compact one that we need. And also the lightweight battery is not so easy to develop. Also the small engine with big power. So everything is very difficult, but we try our best.”

Getting it right will be vital—although Aston Martin now has the advantage of legendary designer Adrian Newey among its staff. Newey is on record saying that the 2026 rules have a “big chance” of being an engine formula, where each car’s aerodynamics are far less important, unlike today’s situation.

Trickle-down

OEMs go racing to raise their profile and sell more cars, but they also do it as a way to learn how to make their products better. Honda and HRC are no exception to that. But concrete examples of technology transfer from track to road are rare these days—it’s more about cross-pollination between engineers.

“There is a group within Honda that shares technical information yearly. It’s not just the racing; it’s all across Honda, so I think there’s been some interest in the technology and software we’ve developed,” Fu said. “Whether it trickles down to road cars… it’s a big jump from a race car to road cars, but I think some of the fundamental technical ideas can propagate down there.”

“From the F1 project, we can learn how to improve the hybrid system itself, and of course, we can learn how to create high-efficiency batteries and motors for the future. That’s why we decided to reparticipate in Formula 1,” Watanabe said.

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tesla-turns-to-texas-to-test-its-autonomous-“cybercab”

Tesla turns to Texas to test its autonomous “Cybercab”

If you live or drive in Austin, Texas, you might start seeing some new-looking Teslas on your roads later this summer. Tesla says it wants to start offering rides for money in the two-seater “Cybercab” that the company revealed last year at a Hollywood backlot. California might be the place with enough glitz to unleash that particular stock-bumping news to the world, but the Golden State is evidently far too restrictive for a company like Tesla to truck with. Instead, the easygoing authorities in Texas provide a far more attractive environment when it comes to putting driverless rubber on the road.

During the early days of its autonomous vehicle (AV) ambitions, Tesla did its testing in California, like most of the rest of the industry. California was early to lay down laws and regulations for the nascent AV industry, a move that some criticized as premature and unnecessarily restrictive. Among the requirements has been the need to report test mileage and disengagements, reports that revealed that Tesla’s testing has in fact been extremely limited within that state’s borders since 2016.

Other states, mostly ones blessed with good weather, have become a refuge for AV testing away from California’s strictures, especially car-centric cities like Phoenix, Arizona, and Austin, Texas. Texas amended its transportation code in 2017 to allow autonomous vehicles to operate on its roads, and it took away any ability for local governments to restrict testing or deployment. By contrast, companies like Waymo and the now-shuttered Cruise were given much more narrow permission to deploy only in limited parts of California.

Texan highways started seeing autonomous semi trucks by 2021, the same year the Texas House passed legislation that filled in some missing gaps. But Tesla won’t be the first to start trying to offer robotaxis in Austin—Waymo has been doing that since late 2023. Even Volkswagen has been driving driverless Buzzes around Austin in conjuction with MobilEye; ironically, Tesla was a MobilEye customer until it was fired by the supplier back in 2016 for taking too lax an approach to safety with its vision-based advanced driver assistance system.

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citing-ev-“rollercoaster”-in-us,-bmw-invests-in-internal-combustion

Citing EV “rollercoaster” in US, BMW invests in internal combustion

“We anticipated that people wouldn’t want to be discriminated against because of the power train,” Goller said. “We’ve gone the path which others are now following.”

Analysts say BMW is better positioned than rivals to meet the EU’s tougher emissions targets without selling EVs at deep discounts. It is also less exposed to Trump’s tariff war since 65 percent of its cars sold in the US are built locally, and it is also a net exporter from the US.

“From an operational standpoint, I think BMW, outside China, is very well placed,” said UBS analyst Patrick Hummel. “They’re pretty much where they need to be in terms of the EV share in the mix.”

Jefferies analyst Philippe Houchois has described BMW, which has in the past drawn criticism from investors for hedging its bets on power train technology, as “the most thoughtful [original equipment manufacturer] over the years.”

This year, the group will launch its Neue Klasse platform for its next generation of EVs, with longer range, faster charging, and upgraded software capabilities, which Houchois said would “consolidate a lead in software-defined vehicles, multi-energy power train, and battery sourcing.”

But China has proved challenging to the Munich-based carmaker. BMW and Mini sales in the world’s largest automotive market fell more than 13 percent last year to 714,530 cars, a more severe slump than rivals such as Mercedes-Benz and Audi.

Analysts at Citigroup have warned that BMW remains vulnerable to China, where intensifying price pressure in an overcrowded market has been forcing carmakers to discount prices. Sliding sales in the country, where BMW still delivers just under a third of its cars, “remains our key concern,” the Citi analysts said.

Goller acknowledged China was unlikely to return to the explosive economic growth that first attracted foreign carmakers to flood into the country.

“But we still see a growing market… and therefore, our ambition is clearly that we want to participate in a growing market,” he said.

Goller added that it shouldn’t come as “a shock” that Chinese brands were rapidly taking domestic marketshare from foreign carmakers.

“The cars are really good from a technology perspective,” he said. “But we are not afraid.”

© 2025 The Financial Times Ltd. All rights reserved. Not to be redistributed, copied, or modified in any way.

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the-ev-transition-hits-some-snags-at-porsche-and-audi

The EV transition hits some snags at Porsche and Audi

Now Audi has gone a little further, abandoning its almost-new nomenclature in the process. As naming conventions go, Audi at least tried to keep things a little logical when it told everyone last summer that henceforth, odd-numbered Audis—A3, A5, Q5, Q7, and so on—would be internal combustion or hybrids, and even-numbered Audis—A4, A6, Q6, Q8—would be electric, or e-tron.

This was the case when we went to see some of those new Audis in the studio last summer. There was an all-new gasoline-powered A5, which comes in a handsome fastback sedan or even more handsome Avant (station wagon) version, that won’t come to the US.

There’s also an all-new, fully electric A6, available as a sedan but also as a handsome fastback sedan and even more handsome Avant. This one also isn’t coming to America.

As of this week, things are back to where they used to be. Forget the odd and even distinction; for now, it means nothing again. A gasoline-powered A6 will break cover on March 3, Audi says. And as for names? “A” means a low floor, and “Q” means a high floor (i.e., SUV or crossover).

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polestar-ceo-says-the-brand’s-tech-makes-the-us-a-“great-market-for-us”

Polestar CEO says the brand’s tech makes the US a “great market for us”

Being an EV-only brand in 2025 looks to be a harder job than once anticipated, and for Polestar that’s doubly hard given the company is owned by China’s Geely, and therefore highly exposed to a string of recent protectionist moves by the US Congress and successive administrations to limit US exposure to Chinese automakers and their suppliers.

Lohscheller didn’t sound particularly pessimistic when we spoke earlier this week, though. “The US in general is a big market in terms of size. I think customers like emission-free mobility. They like also technology. And I think Polestar is much more than just [an] EV. We have so much technology in the cars,” he said.

Referring to the Polestar 3, “It’s the first European Software Defined vehicle, right? So not only can we do the over-the-air bit, we can make the car better every day. And I mean, the German OEMs come probably in four years’ time,” Lohscheller said.

As for the new landscape of tariffs and software bans? “I always think it’s important to have clarity on things,” he said. Now that the impending ban on Chinese connected-car software is on the books, Polestar has begun looking for new suppliers for its US-bound cars to ensure they’re compliant when it goes into effect sometime next year.

“But our US strategy is very clear. We manufacture locally here. That makes a lot of sense. I think we have great products for the US market… I see a renaissance of the dealers. Many people are saying ‘direct [sales] is the way to go, that’s the solution of everything.’ I don’t think it is. It is an option, an alternative, but I think dealers, being close to your customers, offer the service, and we have an excellent network here,” he said.

Polestar CEO says the brand’s tech makes the US a “great market for us” Read More »

why-it-makes-perfect-sense-for-this-bike-to-have-two-gears-and-two-chains

Why it makes perfect sense for this bike to have two gears and two chains

Buffalo S2 bike, seen from the drive side, against a gray background, double kickstand and rack visible.

Credit: World Bicycle Relief

The S2 model aimed to give riders an uphill climbing gear but without introducing the complexities of a gear-shifting derailleur, tensioned cables, and handlebar shifters. Engineers at SRAM came up with a solution that’s hard to imagine for other bikes but not too hard to grasp. A freewheel in the back has two cogs, with a high gear for cruising and a low gear for climbing. If you pedal backward a half-rotation, the outer, higher gear engages or disengages, taking over the work from the lower gear. The cogs, chains, and chainrings on this bike are always moving, but only one gear is ever doing the work.

Seth at Berm Peak suggests that the shifting is instantaneous and seemingly perfect, without clicking or chain slipping. If one chain breaks, you can ride on the other chain and cog until you can get it fixed. There might be some inefficiencies in the amount of tension on the chains since they have to be somewhat even. But after trying out ideas with simplified internal gear hubs and derailleurs, SRAM recommended the two-chain design and donated it to the bike charity.

Two people loading yellow milk-style crates of cargo onto Buffalo bicycles, seemingly in the street of a small village.

Credit: World Bicycle Relief

Buffalo S2 bikes cost $165, just $15 more than the original, and a $200 donation covers the building and shipping of such a bike to most places. You can read more about the engineering principles and approach to sustainability on World Bike Relief’s site.

Why it makes perfect sense for this bike to have two gears and two chains Read More »

the-mercedes-amg-gt-63-s-e-performance-is-quite-a-name,-quite-a-car

The Mercedes-AMG GT 63 S E Performance is quite a name, quite a car

The powertrain has been tuned for power delivery, not maximum efficiency—that isn’t the job of a car wearing the AMG badge—and has an almost-dizzying amount of drive modes, suspension settings, and levels of battery regeneration, all configurable from Mercedes’ flat UI infotainment system that can be a little busy to look at but which remains very intuitive (and comes with rather excellent voice recognition). In fact, this might be the least-distracting implementation of MBUX I’ve encountered so far.

When you first start the AMG GT 63 S, it defaults to electric mode, as long as the battery has some charge in it. Top speed is capped at 87 mph (140 km/h), and the electric motor has more than enough torque to make using this mode perfectly pleasant. Your neighbors will appreciate the silence as you leave in the morning, too. There are three levels of lift-off regen, up to the highest setting, which is a one-pedal driving mode.

The Mercedes-AMG GT 63 S engine bay. Jonathan Gitlin

Comfort fires up the V8 as necessary but will defer to the electric motor whenever possible. It upshifts the nine-speed transmission early, and with the dampers set to Comfort as well, this is the mode you’d use with passengers on board. Because the car is meant to be a performance hybrid, the powertrain will use spare engine power to recharge the battery pack whenever it can and will fully charge the pack in about 30 minutes of driving.

One mode maintains the battery’s state of charge, another is for slippery conditions, and then there’s Sport, Sport+, and Race. These offer escalating levels of performance, with more boost from the electric motor supplementing the raucous V8, faster shift times from the transmission, sharper throttle maps, and more regenerative braking. Finally, there’s an individual mode for you to pick your own settings.

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driving-the-ford-mustang-dark-horse-r-makes-every-other-pony-feel-tame

Driving the Ford Mustang Dark Horse R makes every other pony feel tame

The steering wheel is track-spec, too, a Sparco steering wheel that replaces the big, leather-wrapped one in the road car. Behind that, the 12.4-inch digital gauge cluster is gone. A MoTeC display instead stands proud, the sort that you’d expect to find in a real race car, which this, of course, very much is.

Credit: Tim Stevens

It surely shifts like a race car, with linkage connected to an upright plastic shift knob. It offers no semblance of padding and communicates everything that’s happening in the transmission through your fingertips, though the clutch action is far lighter than the one on your average track toy. This made it a breeze to swing out of the pit lane at Charlotte Motor Speedway, far easier than the hair-trigger clutch on most track-only machines.

The shift action is delightfully short, too, and though that MoTeC gauge cluster had a sweeping tachometer running across the top, I didn’t need it. The sound of that Coyote and the way it shook my core made it pretty clear when it was time to grab another gear.

I did a lot of running up and down those gears as I swung the Dark Horse R through the twisty infield at Charlotte, gradually gaining confidence in pushing the car and its Michelin Pilot Sport Cup 2 tires a bit more. As I began to feel the limits, it was pretty clear that the car’s manually adjustable Multimatic DSSV suspension and alignment had been configured in a very safe way.

When I cranked that Sparco steering wheel over aggressively mid-turn, the car just fell into terminal understeer, patiently plowing straight ahead until I wound back to a more reasonable steering angle. Given that this Mustang has neither traction nor stability control, with 500 hp going straight through the limited-slip rear differential and to the road with no digital abatement, that was probably for the best, especially because I had just a handful of laps to get comfortable.

The back half of a Ford Mustang Dark Horse R

Credit: Tim Stevens

Needless to say, the experience left me wanting more. Buyers of this $145,000 track toy are in for a real treat, especially those lucky enough to compete in the race series. The Mustang Dark Horse R gives all the right feels and experience of a proper racing machine like the GT3 or GT4 flavors, but at a much more attainable cost. It’s familiar enough to be manageable but still unbridled enough to deliver the proper experience that any would-be racer wants.

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here’s-why-the-tech-industry-gets-excited-about-sports-car-racing

Here’s why the tech industry gets excited about sports car racing


It would take IMSA 700 years to drive to Mars

Racing has always been used to improve the breed, but now mostly with software.

NASA worm logo with race imagery over a backdrop of Mars

Credit: Aurich Lawson | Getty Images | NASA

Credit: Aurich Lawson | Getty Images | NASA

DAYTONA BEACH—Last week, ahead of the annual Rolex 24 at Daytona and the start of the North American road racing season, IMSA (the sport’s organizers) held a tech symposium across the road from the vast speedway at Embry-Riddle University. Last year, panelists, including Crowdstrike’s CSO, explained the draw of racing to their employers; this time, organizations represented included NASA, Michelin, AMD, and Microsoft. And while they were all there to talk about racing, it seems everyone was also there to talk about simulation and AI.

I’ve long maintained that endurance racing, where grids of prototypes and road car-based racers compete over long durations—24 hours, for example—is the most relevant form of motorsport, the one that makes road cars better. Formula 1 has budgets and an audience to dwarf all others, and there’s no doubt about the level of talent and commitment required to triumph in that arena. The Indy 500 might have more history. And rallying looks like the hardest challenge for both humans and machines.

But your car owes its disc brakes to endurance racing, plus its dual-clutch transmission, if it’s one of the increasing number of cars fitted with such. But let’s not overblow it. Over the years, budgets have had to be reined in for the health of the sport. That—plus a desire for parity among the teams so that no one clever idea runs away with the series—means there are plenty of spec or controlled components on a current endurance racer. Direct technology transfer, then, happens less and less often—at least in terms of new mechanical bits or bobs you might find inside your next car.

Software has become a new competitive advantage for the teams that race hybrid sports prototypes from Acura, BMW, Cadillac, Porsche, and Lamborghini, just as it is between teams in Formula E.

But this year’s symposium shone a light on a different area of tech transfer, where Microsoft or NASA can use the vast streams of data that pour out of a 60-car, 24-hour race to build more accurate simulations and AI tools—maybe even ones that will babysit a crewed mission to Mars.

Sorry, did you say Mars?

“Critically, it takes light 20 minutes to make that trip, which has some really unfortunate operational impacts,” said Ian Maddox of NASA’s Marshall Space Flight Center’s Habitation office. A 40-minute delay between asking a question and getting an answer wouldn’t work for a team trying to win the Rolex 24, and “it certainly isn’t going to work for us,” he said.

“And so we’re placed in—I’ll be frank—the really uncomfortable position of having to figure out how to build AI tools to help the crew on board a Mars ship diagnose and respond to their own problems. So to be their own crew, to be their own engineering teams, at least for the subset of problems that can get really bad in the course of 45 minutes to an hour,” Maddox said.

Building those kinds of tools will require a “giant bucket of really good data,” Maddox said, “and that’s why we’ve come to IMSA.”

Individually, the hybrid prototypes and GT cars in an IMSA race are obviously far less complicated than a Mars-bound spacecraft. But when you get that data from all the cars in the race together, the size starts to become comparable.

“And fundamentally, you guys have things that roll and we have things that rotate, and you have things that get hot and cold, and so do we,” Maddox said. “When you get down to the actual measurement level, there are a lot of similarities between the stuff that you guys use to understand vehicle performance and the stuff we use to understand vehicle performance.”

Not just Mars

Other speakers pointed to areas of technology development—like tire development—that you may have read about recently here on Ars Technica. “[A tire is] a composite material made with more than 200 components with very non-linear behavior. It’s pressure-sensitive, it’s temperature-sensitive. It changes with wear… and actually, the ground interaction is also one of the worst mechanisms to try to anticipate and to understand,” said Phillippe Tramond, head of research of motorsport at Michelin.

For the past four years, Michelin has been crunching data gathered from cars racing on its rubber (and the other 199 components). “And eventually, we are able to build and develop a thermomechanical tire model able to mimic and simulate tire behavior, tire performance, whatever the specification is,” Tramond said.

That tool has been quite valuable to the teams racing in the GTP class of hybrid prototypes, as it means that their driver-in-the-loop simulators are now even more faithful to real life. But Michelin has also started using the tire model when developing road tires for specific cars with individual OEMs.

For Sid Siddhartha, a principal researcher at Microsoft Research, the data is again the draw. Siddhartha has been using AI to study human behavior, including in the game Rocket League. “We were able to actually show that we can really understand and home in on individual human behavior in a very granular way, to the point where if I just observe you for two or three seconds, or if I look at some of your games, I can tell you who played it,” Siddhartha said.

That led to a new approach by the Alpine F1 team, which wanted to use Siddhartha’s AI to improve its simulation tools. F1 teams will run entirely virtual simulations on upgraded cars long before they fire those changes up in the big simulator and let their human drivers have a go (as described above). In Alpine’s case, they wanted something more realistic than a lap time simulator that just assumed perfect behavior.

The dreaded BoP

“Eventually, we are connected to IMSA, and IMSA is interested in a whole host of questions that are very interesting to us at Microsoft Research,” Siddhartha said. “They’re interested in what are the limits of driver and car? How do you balance that performance across different classes? How do you anticipate what might happen when people make different strategic decisions during the race? And how do you communicate all of this to a fan base, which has really blown me away, as John was saying, who are interested in following the sport and understanding what’s going on.”

“Sports car racing is inherently complex,” said Matt Kurdock, IMSA’s managing director of engineering. “We’ve got four different classes. We have, in each car, four different drivers. And IMSA’s challenge is to extract from this race data that’s being collected and figure out how to get an appropriate balance so that manufacturers stay engaged in the sport,” Kurdock said.

IMSA has the cars put through wind tunnels and runs CFD simulations on them as well. “We then plug all this information into one of Michelin’s tools, which is their canopy vehicle dynamic simulation, which runs in the cloud, and from this, we start generating a picture of where we believe the optimized performance of each platform is,” Kurdock said.

That’s something to think about the next time your favorite team gets the short end of the stick in the latest balance of performance—better known as BoP—update.

Photo of Jonathan M. Gitlin

Jonathan is the Automotive Editor at Ars Technica. He has a BSc and PhD in Pharmacology. In 2014 he decided to indulge his lifelong passion for the car by leaving the National Human Genome Research Institute and launching Ars Technica’s automotive coverage. He lives in Washington, DC.

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ford-made-a-nascar-mach-e,-but-it’s-not-sure-what-to-do-with-it-yet

Ford made a NASCAR Mach-E, but it’s not sure what to do with it yet

Ford’s no stranger to the NASCAR life. Ford driver Joey Logano was the 2024 Cup Series Champion in one of the company’s Mustang-bodied machines. He’s currently leading the 2025 series, too. However, the Blue Oval and its Ford Performance division are going into uncharted territory with its new prototype, an all-electric Mach-E built atop elements of NASCAR’s current Next Gen chassis.

The machine uses three motors to make a total of 1,341 hp (1,000 kW). Yes, three motors, one for each rear wheel plus the odd one out up front, giving the thing all-wheel drive. That’s a seeming necessity, given the car has two times the power that any NASCAR racer is allowed to deploy on the non-restrictor plate races.

But that extra driven axle isn’t just for acceleration. “If you’re rear-wheel drive only, you’re only getting rear regen,” Mark Rushbrook said. He’s the global director of Ford Performance. Since braking forces are higher at the front axle, an extra motor there means more regen to recharge the battery.

Credit: Ford

The motors and the car’s development were done by Austrian motorsport development house STARD, which also provided the engineering behind Ford’s previous electric demonstrators, like the Supervan and the SuperTruck.

The most interesting thing, though, might just be the car’s shape. The NASCAR Mach-E has a decidedly crossover profile, much like NASCAR and ABB’s prototype EV, helping to make room for the batteries—78 kWh to be exact.

Is now the time to go EV racing?

Ford Performance is still working out where and when we’ll see this latest demonstrator actually demonstrating, but Rushbrook said this concept was developed in concert with NASCAR and other manufacturers, so this isn’t just a one-off. With shifting EV perception across the country and many saying that alternate fuels are the way forward, part of the plan is to figure out just what the fans want to see.

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