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Self-driving car lanes are coming: Will they help or hinder Level 5 autonomy progress?

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Tesla’s long-term Robotaxi plans require Level 5 autonomous driving, i.e., no humans involved, and it certainly sounds like things are moving along quite well. CEO Elon Musk has been chatting about the Full Self-Driving progress on Twitter lately, and some recently published patent applications by the all-electric carmaker have revealed even more details about the machine learning going into an Autopilot overhaul. However, Tesla’s self-driving competitors have another approach to autonomy in mind, and it involves infrastructure restructuring in a major way.

The State of Michigan recently announced plans to create transport lanes dedicated to self-driving vehicles via a public-private partnership project. Over the next 24 months, a study will be conducted to explore the opportunity and viability of building a 40-mile corridor of this type between Downtown Detroit and Ann Arbor. The company chosen to lead the effort is Cavnue, a subsidiary of Sidewalk Infrastructure Partners which is owned by Google’s parent company, Alphabet.

Cavnue’s plans involve a digital model of a roadway that analyzes road conditions in real-time, shares information, and provides proactive guidance to autonomous vehicles and their (optional) drivers. Based on their published promo materials, this is achieved using layers of technologies like sensors, specialized road markings and signage, and signal hubs for transmitting information to vehicles. Essentially, rather than rely on a vehicle’s onboard self-driving software to analyze, predict, and respond to its environment, this connected infrastructure is supposed to provide that data instead – or supplement it heavily anyhow. It’s also supposed to enable the connected cars to talk to one another so coordinated responses like simultaneous braking, slowing, etc. are possible based on environmental factors from the larger infrastructure system.

As part of their role in Michigan, Cavnue will be drawing on an advisory committee with representatives from Ford, GM, Argo AI, Arrival, BMW, Honda, Toyota, TuSimple, and Waymo (also a subsidiary of Alphabet).

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Both Tesla and Rivian are notably absent from the project’s advisory mentions, which isn’t surprising considering their competitor status through the Alphabet-Waymo connection. But if the lanes are going to involve both long hauler transportation and consumer vehicles, i.e., the Tesla Semi and Models S, 3, X, Y, etc., it must be assumed that the missing companies will eventually get on board with the overall connectivity imagined.

Could efforts like this affect the future of Level 5 autonomy in a negative way? Does it force companies like Tesla and Rivian into a self-driving standard dictated by, say, Waymo? Cavnue’s proposal says its standards will be “open” and “OEM-neutral” if implemented, so it could be a matter of a software install option for owners living in areas with these dedicated lanes. The ability for a competitor’s software to control their vehicles, though, might be a little too big an ask. Or would it?

Tesla is already under an atomic microscope anytime something goes wrong and Autopilot is (or isn’t) involved. What happens when Autopilot is taking a back seat to another OEM’s self-driving software that’s been adopted by a local government? Will that create a code mess to sort through for investigators? How would liability be handled? What if two updates didn’t play well together – something really common in phone and computer apps after OS updates?

Tesla’s Robotaxi won’t need a steering wheel. (Image: Tesla)

“The vision for the corridor is intended to create lanes that are purpose built to accelerate and enhance the full potential of CAVs [connected autonomous vehicles] and move people,” Michigan’s official announcement stated. Getting governments even more involved in the self-driving push is inevitable and already presents one of the biggest obstacles to its adoption. It’s clear from the Great Lakes State’s initiative that this involvement is also intended to be helpful – first by isolating the autonomous cars, then by supplementing their capabilities, and finally by controlling their movements for safety’s sake.

Of course, cars talking to one another isn’t a new or unexpected idea. Even centralizing the information that’s being shared, as proposed in Cavnue’s system, doesn’t seem to impose or hinder anything generally. A legal authority adopting a self-driving standard, though, is another matter. This concern assumes that the authority in question makes it a mandatory standard since millions, perhaps billions, would be invested into these dedicated roadways. What good would they be if the majority of autonomous vehicles that used them were, say, Teslas that don’t bother with the Waymo-developed system?

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Then there’s the question of handicap. Once a system is in place to centralize all the environment information self-driving vehicles are supposed to respond to, will it make it more difficult for companies like Tesla to gain local regulatory approval to use their software? Will it disincentivize other companies from improving their software since there’s a centralized program available (or mandatory)? Level 5 autonomy is no easy feat, nor is it cheap to develop. Car maker’s invest in it expecting a return – like in the case of Tesla’s Robotaxi plan.

Cavnue paints a really safe and pretty picture for the future of self-driving vehicles: Less congestion, faster movement at closer distances, more capacity in the same space, reducing or eliminating choke points, etc. But it also seems to require a lot of cooperation from those who don’t necessarily stand to gain from that cooperation.

Whatever the answers, hopefully none will put much damper on current progress towards Level 5 autonomous driving. And if they do, perhaps The Boring Company will have a few big projects under its belt and ready to provide better answers.

You can watch Cavnue’s promotional concept video here.

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Accidental computer geek, fascinated by most history and the multiplanetary future on its way. Quite keen on the democratization of space. | It's pronounced day-sha, but I answer to almost any variation thereof.

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Elon Musk

Trump’s invite for Elon just reshuffled Tesla’s big Signature Delivery Event

Tesla rescheduled its final Model S farewell to May 20 after Musk joined Trump in China.

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Tesla has rescheduled its Model S and Model X Signature Edition delivery event to Wednesday, May 20, 2026, after abruptly calling off the original May 12 celebration. The event will take place at Tesla’s factory at 45500 Fremont Boulevard in Fremont, California, the same location where the Model S first rolled off the line in 2012. Invitees received a follow-up email asking them to reconfirm attendance and download a new QR code ticket, with Tesla noting that all travel and accommodation expenses remain the buyer’s responsibility.

The reason behind the original cancellation came into focus the same day it was announced. President Trump invited Elon Musk, Apple’s Tim Cook, BlackRock’s Larry Fink, Boeing’s Kelly Ortberg, and executives from Goldman Sachs, Blackstone, Citigroup, and Meta to join his trip to China this week for a summit with President Xi Jinping. The agenda covers trade, artificial intelligence, export controls, Taiwan, and the Iran war, following weeks of escalating friction between Washington and Beijing over AI technology, sanctions, and rare earth exports. Trump wrote on Truth Social, “I am very much looking forward to my trip to China, an amazing Country, with a Leader, President Xi, respected by all.”

Tesla launches 200mph Model S “Gold” Signature in invite-only purchase

The vehicles at the center of all this are the last Model S and Model X units Tesla will ever build. Priced at $159,420 each, the 250 Model S and 100 Model X Signature Edition units come finished in Garnet Red with a one-year no-resale agreement, giving Tesla right of first refusal if the owner decides to sell. As Teslarati reported, the Model S defined Tesla’s early identity as a serious luxury automaker, and the Fremont factory line that built it is now being converted to manufacture Optimus humanoid robots.

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Musk’s inclusion in the China delegation drew attention given his very public relationship with Trump, and the invitation signals the two have moved past and past grievances. Trump originally brought Musk on to lead the Department of Government Efficiency following his inauguration, and despite a sharp public dispute in mid-2025, the two have appeared together repeatedly in recent months. A seat on the China trip, the most diplomatically consequential visit of Trump’s current term, puts Musk back at the table on U.S. economic policy at a moment when Tesla’s China revenue remains one of the company’s most important financial pillars.

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Tesla Semi hauls fresh Cybercab batch as Robotaxi era takes hold

A Tesla Semi was filmed hauling Cybercab units out of Giga Texas for the first time.

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A Tesla Semi loaded with Cybercab units was recently filmed leaving Gigafactory Texas, marking what appears to be the first documented delivery run of Tesla’s autonomous two-seater. The footage shows multiple Cybercabs secured on a flatbed trailer being hauled by a production Tesla Semi, a truck rated for a gross combination weight of 82,000 lbs. The location is consistent with Giga Texas in Austin, where Cybercab production has been ramping since February 2026.

The sighting follows a wave of Cybercab activity at the Austin facility. In late April, drone operator Joe Tegtmeyer spotted approximately 60 Cybercabs parked in two organized groups in the factory’s outbound lot, the largest concentration observed to date. Units being staged in an outbound lot is a standard pre-delivery step, and the Semi footage is the logical next frame in that sequence.


This is not the first time Tesla has used its own Semi to move Tesla products. When the Semi was unveiled in 2017, Musk noted it would be used for Tesla’s own operations, and over the years Semi prototypes were spotted carrying cargo ranging from concrete weights to Tesla vehicles being delivered to consumers. In 2023, a Semi was photographed transporting a Cybertruck on a trailer ahead of that vehicle’s delivery launch.

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The Cybercab itself was first revealed publicly at Tesla’s “We, Robot” event on October 10, 2024, at Warner Bros. Studios in Burbank, where 20 pre-production units gave attendees rides around the studio lot. Musk stated at the event that Tesla intends to produce the Cybercab before 2027. The first production unit rolled off the Giga Texas line on February 17, 2026, with Musk posting on X: “Congratulations to the Tesla team on making the first production Cybercab.”

Tesla’s annual production goal is 2 million Cybercabs per year once multiple factories reach full design capacity, with the company targeting a price under $30,000 per unit. Tesla has confirmed plans to expand its robotaxi service to seven cities in the first half of 2026, including Dallas, Houston, Phoenix, Miami, Orlando, Tampa, and Las Vegas, building on the unsupervised service already running in Austin. Musk has said he expects robotaxis to cover between a quarter and half of the United States by end of year.

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Elon Musk

Tesla owners keep coming back for more

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Tesla has taken home the “Overall Loyalty to Make” award from S&P Global Mobility for the fourth consecutive year, reinforcing Tesla owners’ willingness to come back. The 2025 awards are based on S&P Global Mobility’s analysis of 13.6 million new retail vehicle registrations in the U.S. from October 2024 through September 2025. The complete list of 2025 winners includes General Motors for Overall Loyalty to Manufacturer, Tesla for Overall Loyalty to Make, Chevrolet Equinox for Overall Loyalty to Model, Mini for Most Improved Make Loyalty, Subaru for Overall Loyalty to Dealer, and Tesla again for both Ethnic Market Loyalty to Make and Highest Conquest Percentage.

Tesla’s streak in this category started in 2022, and the brand has now won the Highest Conquest Percentage award for six straight years, meaning it keeps pulling buyers away from other brands at a rate no competitor has matched. Tesla’s retention among Asian households reached 63.6% and among Hispanic households 61.9%, rates that significantly outpace national averages for those groups. That breadth of appeal across demographics adds a layer of significance to a win that some might dismiss as routine.

The timing matters too. After several consecutive quarters of decline, Tesla’s share of U.S. EV sales jumped to 59% in Q4 2025. That rebound, arriving just as competitors were flooding the market with new models and incentives, suggests Tesla’s loyalty numbers are not simply the result of limited alternatives. Buyers are still choosing it when they have plenty of other options.

What keeps Tesla owners coming back has a lot to do with the  and convenience of charging. The Supercharger network is the most straightforward example. With over 65,000 Superchargers globally, it remains the largest and most reliable fast-charging network in the world, and owners who have built their routines around it face a real practical cost when considering a switch. Competitors have made progress, but the consistency, speed, and availability of Tesla’s network is still the benchmark the rest of the industry is chasing.  Then there is the software side. Tesla has built a model where the car you own today is functionally different from the car you bought two years ago, through over-the-air updates that add continuous game-changing improvements such as Full Self-Driving that has moved from a driver-assist feature to an increasingly capable autonomous system. For many Tesla owners, leaving the brand means starting over with a car that will not get meaningfully better over time, and that is a trade-off fewer and fewer are willing to make.

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