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Sighting of Tesla Model S with LIDAR suggests Autopilot 2.0 could be self-driving

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A recent sighting of a white Model S equipped with LIDAR hardware suggests that Tesla’s next generation Autopilot 2.0 could be coming with advanced self-driving capabilities and additional safety measures. The Tesla seen in the photo is mounted with a laser detection system capable of generating complex 3D maps of its surroundings in real-time and allow a vehicle to accurately detect distance to objects. The roof-mounted hardware is perhaps best known as being the clunky device used on Google’s self-driving test vehicle, often seen cruising through the streets of Silicon Valley.

This latest sighting took place near Tesla’s headquarters in Palo Alto, CA on the very same day the company announced the tragic accident that took the life Model S owner Joshua Brown. Early Tesla adopter and notable community member Tesla Owner captured the photo of a white Model S with overhead LIDAR and adorned with a Stanford branded license plate bracket and rear windshield. Doubting that Stanford University would use a near $100k Model S for the purpose of student projects, Tesla Owner followed the vehicle until it turned directly into Tesla headquarters.

“My suspicions were confirmed that this was a Tesla corporate vehicle when I saw it enter the back parking lot of Tesla headquarters!”

via Tesla Owner blog.

White-Tesla-Model-S-LIDAR-Autopilot-2

Tesla CEO Elon Musk has previously suggested that the use of LIDAR technology is not needed for autonomous driving. “I don’t think you need LIDAR … you can do this all with passive optical and then with maybe one forward radar”, Musk said during a press conference last October. “I think that completely solves it without the use of LIDAR. I’m not a big fan of LIDAR, I don’t think it makes sense in this context.”

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Despite Musk’s stated case against LIDAR, industry experts believe self-driving cars will require multiple detection systems including the use of infrared LIDAR technology if vehicles are to remain safe at high speeds. In the case of Brown’s fatal accident which saw his Autopilot enabled Model S crash into a white tractor trailer against a brightly lit sky, the vehicle’s cameras were not able to differentiate between the high ride-height of the trailer from an overhead freeway sign. The light sensing radar with lasers of the LIDAR system would have been able to address such use case.

We know other Teslas has been previously spotted testing presumably Autopilot 2.0 as seen in our sighting of a classic Model S retrofitted with new fascia and an array of sensors including dual cameras.

Tesla Model S test mule with presumed Autopilot 2.0 hardware

Though Tesla has not officially confirmed with us that the recent test mule sightings are in fact a result of the company testing its next-generation Autopilot, the use of a LIDAR along with its suite of sensors including cameras, ultrasound and radar would suggest that we’re in for something good. Really good. Hashtag Model 3.

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Gene has been obsessed with cars since before he could legally sit in the front seat. Writer, researcher, unofficial CS support, accountant, native suit guy when needed, and overall stick poker. He approaches every story the way he approaches a road trip: with too much enthusiasm, not enough planning, and a surprisingly good outcome. gene@teslarati.com

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Elon Musk shares updated Starship V3 maiden launch target date

The comment was posted on Musk’s official account on social media platform X.

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Credit: SpaceX/X

SpaceX CEO Elon Musk shared a brief Starship V3 update in a post on social media platform X, stating the next launch attempt of the spacecraft could take place in about four weeks.

The comment was posted on Musk’s official account on social media platform X.

Musk’s update suggests that Starship Flight 12 could target a launch around early April, though the schedule will depend on several remaining milestones at SpaceX’s Starbase launch facility in Texas.

Among the key steps is testing and certification of the site’s new launch tower, launch mount, and tank farm systems. These upgrades will support the next generation of Starship vehicles.

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Booster 19 is expected to roll to the launch site and be placed on the launch mount before returning to the production facility to receive its 33 Raptor engines. The booster would then return for a static fire test, which could mark the first time a Super Heavy booster equipped with Raptor V3 engines is fired on the pad.

Ship 39 is expected to undergo a similar preparation process. The vehicle will likely return to the production site to receive its six engines before heading to Massey’s test site for static fire testing.

Once both stages are prepared, the booster and ship will roll out to the launch site for the first full stack of a V3 Super Heavy and V3 Starship. A full wet dress rehearsal is expected to follow before any launch attempt.

Elon Musk has previously shared how SpaceX plans to eventually recover Starship’s upper stage using the launch tower’s robotic arms. Musk noted that the company will only attempt to catch the Starship spacecraft after two successful soft landings in the ocean. The approach is intended to reduce risk before attempting a recovery over land.

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“Should note that SpaceX will only try to catch the ship with the tower after two perfect soft landings in the ocean. The risk of the ship breaking up over land needs to be very low,” Musk wrote in a post on X.

Such a milestone would represent a major step toward the full reuse of the Starship system, which remains a central goal for SpaceX’s long-term launch strategy.

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Tesla opens first public Tesla Semi Megacharger site in Los Angeles

The development was highlighted in a post on social media platform X by the official Tesla Semi account.

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Credit: Tesla

Tesla has opened its first public Tesla Semi Megacharger site in Los Angeles. The station reportedly offers up to 750 kW charging speeds and is open to Tesla Semi customers.

The development was highlighted in a post on social media platform X by the official Tesla Semi account.

Tesla Semi Megachargers

The Los Angeles site seems to be the first public Tesla Semi Megacharger that is not located at a Tesla factory. It is also the third Megacharger site currently visible on Tesla’s map.

The Megacharger system is designed specifically for the Tesla Semi and is capable of delivering extremely high charging speeds to support long-haul trucking operations. Infrastructure such as this will likely play a key role in making the Semi competitive with diesel-powered transport trucks.

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Tesla’s progress with the Semi has also drawn attention in recent days after Elon Musk biographer Ashlee Vance shared photos from inside the Tesla Semi factory near Giga Nevada. The images suggested that preparations for higher production volumes may be underway, hinting that a broader ramp of the Tesla Semi’s production indeed be approaching.

New deployment strategies

Tesla has continued expanding its broader charging network through several new strategies aimed at accelerating infrastructure deployment. One of these initiatives is the Supercharger for Business program, which allows third parties to purchase Tesla Supercharger equipment and deploy charging stations while still integrating with Tesla’s network.

The program recently marked a milestone in Alpharetta, Georgia, where the city deployed four 325 kW city-branded Superchargers near the Alpharetta Department of Public Safety on Old Milton Parkway. The chargers support the city’s Tesla Model Y police vehicles while also remaining accessible to the public.

As per a report from EVwire, the project was designed not only to support fleet charging but also to generate economic returns that could offset the city’s investment. Tesla’s Supercharger for Business program has already attracted several participants, including businesses and charging providers such as Suncoast Charging, Pie Safe bakery in Idaho, Francis Energy in Oklahoma, and Wawa convenience stores.

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The Boring Company’s Vegas Loop moves 82k riders during CONEXPO

The Loop’s feat was highlighted by The Boring Company in a post on its official account on social media platform X.

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Credit: The Boring Company/X

The Boring Company said its Vegas Loop system transported roughly 82,000 passengers during the recent CONEXPO-CON/AGG construction trade show in Las Vegas. The event was held at the Las Vegas Convention Center (LVCC) from March 3-7, 2026. 

The Loop’s feat was highlighted by The Boring Company in a post on its official account on social media platform X.

CONEXPO-CON/AGG 2026

CONEXPO-CON/AGG is one of the largest construction trade shows in North America. This year’s event was quite impressive, attracting more than 140,000 construction professionals from 128 countries across the world.

Considering the number of this year’s attendees, the LVCC Loop seemed to have proven itself to be a very useful transportation solution. A video posted by The Boring Company on its official X account featured attendees expressing their enthusiasm for the underground transport system, with some stating that they would like to see similar tunnels across Las Vegas. 

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The LVCC Loop is only part of the greater Vegas Loop network, which is actively under construction.

New Vegas Loop extensions

One of the newest additions is a station at the Fontainebleau Las Vegas resort on the Strip. The station is located on level V-1 of the resort’s south valet area, according to a report from the Las Vegas Review-Journal. From the Fontainebleau, passengers can travel free of charge to stations serving the Las Vegas Convention Center, as well as to Loop stations at Encore and Westgate.

The system is also expanding beyond the Strip corridor. In December, The Boring Company began offering Vegas Loop rides to and from Harry Reid International Airport. These trips include a limited above-ground segment after receiving approval from the Nevada Transportation Authority to allow surface street travel tied to Loop operations.

The Boring Company President Steve Davis previously told the Review-Journal that the University Center Loop segment, which is currently under construction, is expected to open in the first quarter of 2026. The extension would allow Loop vehicles to travel beneath Paradise Road between the convention center and the airport, with a planned station just north of Tropicana Avenue.

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