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Mercedes-Benz DRIVE PILOT captures world’s first approval for hands-free driving
Mercedes-Benz DRIVE PILOT has captured the world’s first approval for ‘conditionally automated’ driving on German highways with its Level 3 system. The German automaker’s DRIVE PILOT is the first internationally valid system, as it met the requirements of Global Automotive Regulation No. 157, which concerns the approval of vehicles with regards to Automated Lane-Keeping Systems.
Mercedes-Benz announced the accomplishment, calling it proof of the company’s “pioneering work in automated driving.” The German Federal Motor Transport Authority granted the approval.
“For many years, we have been working to realize our vision of automated driving. With this LiDAR-based system, we have developed an innovative technology for our vehicles that offers customers a unique, luxurious driving experience and gives them what matters most: time. With the approval of the authorities, we have now achieved a breakthrough: We are the first manufacturer to put conditionally automated driving into series production in Germany,” Member of the Board of Management of Daimler AG and Mercedes-Benz AG, Chief Technology Officer responsible for Development and Purchasing Markus Schäfer said.
Die Bedienelemente für den DRIVE PILOT sitzen im Lenkradkranz oberhalb der Daumenmulden rechts und links. Aktiviert der Fahrer den DRIVE PILOT, regelt das System Geschwindigkeit und Abstand und führt das Fahrzeug souverän innerhalb der Spur. // The controls for DRIVE PILOT are located in the steering wheel rim above the thumb recesses on the right and left. If the driver activates DRIVE PILOT, the system regulates speed and distance and guides the vehicle confidently within the lane.
DRIVE PILOT will first be available in Mercedes-Benz S-Class models in the first half of 2022. There will be initial limitations with the functionality’s ability, and drivers will only be able to drive at speeds of up to 60 km/h or 37 MPH on German highways. This will effectively limit the Level 3 system to operating in “heavy traffic or congested situations on suitable stretches of highway in Germany.” Regularly flowing traffic patterns at speeds that exceed the approved limits will require a normal driving operation.
Levels of autonomous driving have been outlined by the Society of Automotive Engineers (SAE). Level 3 Autonomy does not require humans to perform the act of driving. However, of the three levels that allow hands-free driving, which are Levels 3, 4, and 5, Level 3 is the only category in which the driver must take over if the vehicle requests human intervention. Level 3 is effectively described as a “traffic jam chauffeur,” which would align with the capabilities of the DRIVE PILOT system.
“During the conditionally automated journey, DRIVE PILOT allows the driver to take their mind off the traffic and focus on certain secondary activities, be it communicating with colleagues via In-Car Office, surfing the internet, or relaxing while watching a film. In DRIVE PILOT mode, applications can be enabled on the vehicle’s integrated central display that are otherwise blocked while driving,” the automaker wrote.
The system will initially be available on 8,197 miles or 13,191 kilometers of German highway. Mercedes-Benz said that it is working on completing extensive test drives in other markets, including the U.S. and China, so that it can launch DRIVE PILOT in countries outside of Germany.
DRIVE PILOT in der S-Klasse: Hochautomatisiertes Fahren auf Deutschlands Autobahnen // DRIVE PILOT in the S-Class: Conditionally automated driving on German freeways
DRIVE PILOT uses a LiDAR-based system for operation, but it also has a camera in the rear window and a microphone, which will both be used to detect approaching emergency vehicles by recognizing flashing blue lights and sirens. There is also a moisture sensor in the wheel well, used for detecting slippery or wet driving conditions. A digital HD map will transmit information regarding road geometry, route profile, traffic signs, and unusual traffic events, including accidents or road work, to DRIVE PILOT, helping it make informed and logical decisions throughout the vehicle’s operation.
Mercedes-Benz also said that it has implemented a safety system that will inform the driver of when the vehicle needs to be back in the control of a human. If the driver fails to take back control of the car for any reason, including medical emergencies, the vehicle’s braking system will bring the car to a stop in a controlled manner while also activating hazard lights. Mercedes-Benz has an emergency call system, which will automatically contact first responders, and the vehicle’s doors and windows will unlock for easier access for first responders.
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Mercedes-Benz has been working to get DRIVE PILOT approved by regulators since mid-2021.
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In a new note to investors on Tuesday, Morgan Stanley analyst Andrew Percoco said that Tesla has one big financial question to answer for investors regarding its Robotaxi rollout, Full Self-Driving software, and Optimus.
Percoco said in the note that, for the most part, investors are still very positive about the direction the company is headed. However, there are some things the firm would like to see, and they have to do with financials.
Tesla (TSLA) Q2 2026 earnings results: miss on EPS, beat on revenue
Tesla bulls are more than convinced that the company’s Full Self-Driving software is proof it can develop physical AI. Financially, however, there are still some questions, especially on elevated spending, which CEO Elon Musk said would occur as the company works to roll out Robotaxi faster and continue developing its Optimus robot.
The latter two are where Tesla will have to prove progress to investors, as Percoco writes that both projects “will require clearer evidence that Robotaxi is scaling and more tangible Optimus proof points to support the ROI on elevated capex.”
Percoco said the second quarter earnings call did not change his long-term thesis of where Tesla is positioned in the AI race, which is out in front. However, there are concerns that weaker gross margins and higher R&D spend will stress financials, and that has “sharpened our (and investors’) focus on measurable progress across Robotaxi and Optimus.”
Additionally, Robotaxi still needs to be proven with more operation in existing cities while maintaining safety but improving how many rides it gives in any given time, he said. For Optimus, Percoco wrote that he is “still looking for evidence beyond commentary around SOP.”
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Morgan Stanley put Percoco in charge of covering Tesla after long-time analyst Adam Jonas transitioned to the automotive side.
Currently, Morgan Stanley has a $415 price target on Tesla and a ‘Hold’ rating on the stock. It is trading at around $330 at the time of publication, which was 2:30 P.M. on the East Coast.
SpaceX’s massive investment in AI will make it a big winner, Argus Research said after the company’s successful earnings call last week.
The firm also upgraded shares to a Buy from Hold and set a $160 price target.
SpaceX (NASDAQ: SPCX) is currently recovering from its heavy AI infrastructure investments, as it spent nearly $16 billion in Q2 alone. The company did this primarily by monetizing high-demand GPU compute capacity at a much faster pace than traditional data center economics would suggest.
Company CFO Bret Johnsen said that SpaceX would be able to pay back anything on new deployments within a year.
There are plenty of ways the company can do this:
Leasing excess compute capacity through contracts
SpaceX has already built Colossus and Colossus II, largely for its own model training. However, much of that capacity is already rented out to third parties. It already has major deals with Anthropic, Google, and Reflection AI. These partnerships are adding billions per month to SpaceX’s spreadsheet.
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High utilization driven by industry-wide scarcity
The demand for advanced AI training and inference capacity continues to exceed what is available for use. SpaceX can fill new racks quickly after they come online, so the capital deployed converts into revenue with minimal idle time.
Additionally, management and outside observers have described the new compute capital as behaving more like a cost-of-goods-sold than traditional multi-year capex, especially because of this rapid monetization pattern.
Capacity has already scaled from ~0.4 GW a year to 1.4 GW annually by the end of Q2. There are targets of more than 2 GW by year-end.
High incremental margins on the rental business once capacity is online
GPU cloud providers often operate at strong gross margins. SpaceX can monetize capacity that was already partially built or can be added efficiently. This means that incremental EBITDA margins on the rental revenue are usually high. This accelerates cash recovery relative to the gross capital outlay.
Parallel monetization of its own AI software and applications
Beyond pure infrastructure rental, SpaceX also generates revenue from Grok through subscriptions and usage, from X through ads, data, and other related services, enterprise APIs, and the planned integration of the Cursor coding tools acquisition.
These application layers ride on the same compute infrastructure and provide additional high-margin streams that could offset build-out costs. AI-segment revenue overall rose sharply to about $2.6 billion in Q2, according to Motley Fool. This was driven primarily by the infrastructure contracts, but the software side is also partially responsible.
Efficient, large-scale deployment and vertical integration advantages
SpaceX has emphasized the rapid construction of power and cooling infrastructure and favorable cost-per-megawatt economics relative to industry benchmarks in some disclosures.
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Combined with its ability to scale capacity aggressively and the fact that many contracts start generating revenue within months of capacity coming online, the effective payback compresses dramatically compared with more conventional multi-year data-center projects.
SpaceX’s dominant near-term recovery path will turn the AI clusters into a hyperscale-style compute rental business for other leading AI companies while still using a portion for internal models.
Tesla headlights have caused a recall of over 20,000 of the company’s two most popular vehicles, the Model 3 and Model Y, due to the low-beam bulb exceeding the maximum allowed intensity according to federal standards.
Tesla initiated the recall with the National Highway Traffic Safety Administration (NHTSA) this morning, stating that the low-beam output “exceeds the maximum allowed intensity in the outer upper-right and outer upper-left areas of the 10U and 90U zone, as prescribed in FMVSS No. 108.”
Tesla sourced the impacted headlights from Marelli Automotive Lighting, a Mexico-based company. The recall impacts 2020-2023 Model Y vehicles and 2017-2023 Model 3 vehicles. It is estimated that every VIN in this recall is impacted by the defect.
🚨 Tesla is recalling 20,349 2020-23 Model Y vehicles and 2017-23 Model 3 vehicles due to an excessively bright headlamp low beam.
Currently, there is no remedy plan in place, as it is still being developed. pic.twitter.com/y34cIO2U0B
— TESLARATI (@Teslarati) August 11, 2026
Typically, Tesla would remedy recalls of this nature through an Over-the-Air software update, which has been a major focus of criticism by the company and its supporters because the NHTSA still refers to it as a “recall,” even though it requires no action by the vehicle owner. The fix is shipped over the internet and downloaded to the car.
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However, there appears to be a potentially different solution for this problem. Tesla has not developed a remedy for this issue, so it could potentially be on the way. The big issue appears to be the fact that these recalled lamps are out of production, and this is an old body style for both vehicles. The headlights and front-end designs are completely different.
Tesla switched to another supplier when the affected headlight design was discontinued. It plans to begin notifying owners of their remedy options by September 15.
Tesla filed a petition protesting the recall to fix the vehicles’ headlight issue, but the NHTSA denied it. Now, Tesla will come up with a solution to fix it.
Tesla has one big financial question to answer for investors: Morgan Stanley
SpaceX AI investment gamble will make it a big winner, firm says
