Friday, January 9, 2026

We Tried Mercedes’ Reply To Tesla Full Self-Driving. Is It Higher For Cities?

Driving shotgun subsequent to Lucas Bolster in a prototype Mercedes-Benz CLA-ClassI attempted to maintain up as he defined his firm’s synthetic intelligence technique. I used to be there to see how MB.Drive Help Professional—Mercedes’ new urban-focused automated driving system—would deal with San Francisco visitors, not simply highways.

Bolster, Mercedes’ supervisor of automated and assisted driving, stated the system runs two AI fashions in parallel. “That definitely helps with validation, and it helps us obtain our security targets,” he stated. Fascinating sufficient, however I used to be getting impatient. When would I see it in motion?



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Mercedes-Benz

Then it hit me. MB.Drive Help Professional had been on the entire time. It was so seamless that I did not even notice it.

Possibly that is due to its signature function: It requires drivers to maintain their fingers on the steering wheel always. But when they’re prepared to try this, and hold their eyes on the street and be able to intervene, then their subsequent Mercedes-Benz may turn into a terrific “accomplice” for navigating the hazards of metropolis driving.

On the very least, this CLA appeared to slot in simply positive amid San Francisco’s limitless sea of Waymo robotaxis. “All a part of the enjoyable, proper?” Bolster stated.

Possibly, however that is nonetheless one thing very new and really totally different.



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Mercedes-Benz

Mercedes’ MB.Drive Help Professional: What Is It?

Arms-on automated driving options—Degree 2 superior driver-assistance programs (ADAS), in technical parlance—have unfold throughout the auto trade like wildfire lately. As long as a driver retains their fingers on the wheel and eyes on the street, the automobile can steer to remain in its lane on highways, gradual and cease if a visitors jam arises, and even change lanes robotically.

The subsequent step is hands-free freeway driving, now provided by Tesla, Normal Motors, Ford and others, the place drivers solely want to observe the street and be able to intervene. Past that’s “eyes-off” Degree 3 autonomy, which Mercedes technically already presents—albeit in a extremely restricted kind.



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Patrick George

All of those programs share a significant constraint: the place they work. Shopper ADAS has largely been confined to highways or, at greatest, low-speed visitors jams. Every part else has been left to robotaxis like Waymo.

Tesla has traditionally been the lone exception, providing ADAS for city environments. Its Full Self-Driving (Supervised) can function hands-free in cities and guarantees to navigate all the best way to a programmed vacation spot. Although, because the function’s title suggests, drivers should stay able to take over. Regardless of notable progress—together with a latest cross-country drive accomplished solely with FSD—the system has drawn criticism and regulatory scrutiny over how its capabilities are marketed.

Now Mercedes is getting ready to enter that house with MB.Drive Help Professional. The system guarantees “intuitive city point-to-point driving,” able to dealing with metropolis visitors, intersections, roundabouts, parking maneuvers and, ultimately, discovering its personal parking spot.



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Mercedes-Benz

Mercedes’ MB.Drive Help Professional: How It Works

On the CLA-Class, the system is powered by 10 cameras, 5 radar sensors, 12 ultrasonic sensors and a strong onboard laptop from Nvidia. It’s educated on AI fashions utilizing real-world information from Mercedes’ vehicles on the street proper now in addition to simulated fashions, and it runs a number of redundant algorithms without delay to ensure nothing was ignored or misunderstood. The system may also get frequent over-the-air software program updates to enhance efficiency, maybe quarterly, Mercedes officers stated.



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Mercedes-Benz



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Mercedes-Benz



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Mercedes-Benz

Images by: Mercedes-Benz

The method to {hardware} stands in distinction with different ADAS setups. Tesla, famously, depends solely on cameras and AI for FSD. And Rivian will quickly discover city point-to-point driving that can incorporate lidar as properly. However Mercedes insists that this {hardware}, software program and AI method is one that may actually assure the protection of city autonomy.

“There’s not a passenger automobile they’ll drive this safely, apart from when Mercedes is exhibiting right this moment,” stated Ali Kani, who leads Nvidia’s automotive platform. “We’re doing one thing that your complete trade has been attempting to do for 10 years, and nobody has carried out it earlier than.”

Like Tesla and others, Mercedes’ use of AI implies that MB.Drive Help Professional doesn’t should be “educated” on each single route it drives—not like autonomous automobiles within the 2010s, which primarily needed to relearn learn how to drive in each metropolis they ventured into. It additionally means the system can study over time, together with what its personal driver prefers.

However a giant a part of making certain security means holding your fingers on the wheel—and which will by no means change.

Mercedes’ MB.Drive Help Professional: Why It is Arms-On, And Why You Need It

“I believe we do not see security case for that in city driving proper now,” Bolster stated. “As quickly as your fingers are off the wheel, you robotically usher in a chronic response time.”



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Mercedes-Benz

But it appeared a bit counterintuitive to me. I am typically a fan of Ford’s BlueCruise and Normal Motors’ Tremendous Cruise. I do not like having to maintain my fingers on the wheel throughout lengthy, freeway street journeys if I haven’t got to. So if I’ve to maintain my fingers on the wheel in a metropolis, why not simply drive myself?

For this, Bolster had an attention-grabbing reply: Ever drive in a model new metropolis for the primary time? “It is tense,” he stated. “You are attempting to navigate and determine which lane it’s essential to be in to take which flip… It is slightly bit extra stress-free to oversee the system than it’s to do all of it your self.”

I am undecided I agree, since I discover the emotional and psychological vitality wanted to “supervise” FSD in a metropolis to be extra taxing than driving the old style approach. However on our quick loop by San Francisco night visitors, the CLA carried out admirably.

Bolster saved his fingers on the wheel and the automobile did the remaining, navigating three- and four-way stops and different visitors (together with of the non-human Waymo type) with ease. You may also step in to steer your self with out totally disengaging the system, which Bolster calls “collaborative” steering—one thing that additionally adapts to the consumer’s driving type.

“We wish to give a extra aggressive driver the chance to only step in in the event that they want, if it is going too slowly, or if it is appearing too cautiously,” Bolster stated. “You may at all times speed up or stick with the system, and it would not penalize you for that.”



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Mercedes-Benz

Our CLA acquired slightly tripped up by a double-parked automobile, even when it might “learn” one other automobile’s lights to see in the event that they’re parked or ready to maneuver ahead. However in one other occasion, it predicted the place one other oncoming automobile was attempting to go in a crowded intersection, after which drove off when it had a transparent path. The CLA additionally yielded to pedestrians and e-bikes, and likewise navigated an unprotected left flip. Not dangerous in any respect.

Mercedes’ MB.Drive Help Professional: Early, Early Verdict

It is arduous to render judgment with out being behind the wheel myself. However Mercedes’ method to city autonomy does appear promising, even in prototype kind.

Much more folks will have the ability to expertise it beginning this yr. MB.Drive Help Professional debuts on the CLA-Class, however will unfold to extra fashions quickly. Its pricing has not been launched but, however will probably be obtainable at buy or as a subscription function.



Mercedes MB.Drive Assist Pro Prototype Drive

Mercedes MB.Drive Help Professional Prototype Drive

Picture by: Patrick George

Contemplating that extra subtle ADAS now ranks among the many most wished (and most subscribed-to) options on new vehicles, Mercedes is definitely banking on the concept that many drivers will wish to strive it out. However that demand is primarily for hands-free freeway programs. Can Mercedes persuade its patrons that this is a perfect option to cope with metropolis visitors?

“I believe there’s potential for a broad part of shoppers,” Bolster stated. “Our goal is that the system could be a value-add. It should not simply be for the one that needs to look at it do cool issues. It also needs to carry consolation to the to the drive.”

Contact the writer: patrick.george@insideevs.com

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