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Tesla Autopilot’s 4D upgrade could lead to more FSD features

Tesla Autopilot (Source: Elon Musk | Twitter)

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Tesla CEO Elon Musk stated that the company’s Autopilot systems are being upgraded to 4D, which will improve the performance and capabilities of the semi-autonomous driving function. Currently, Autopilot is operating with “~2.5D,” Musk said.

The developments came from a question that was asked by a Twitter follower of Musk’s who has issues using Tesla’s Summon feature on his driveway. Summon allows owners to retrieve their vehicles by using their Smartphones. By holding the “COME TO ME” button within the Tesla app, the car will use GPS vectoring to travel to the location of the phone.

Summon is a part of Tesla’s Full Self-Driving suite. But, the rework of Autopilot’s dimensional upgrade is apart of something much bigger. Perhaps it deals with a complete rewrite of Autopilot that will extend the company’s FSD features.

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However, the owner stated that the grade of his driveway is slightly steeper than 10%, which inhibits the vehicle from traveling up roads that have inclines. The steepness of the slope, along with normal transitions from a street to a driveway, can present issues for Tesla’s Autopilot. This could be due to the lack of information that Tesla’s Neural Network has for navigating these environments.

With that being said, Tesla is developing a 4-dimensional system for Autopilot. The development of new elements for Autopilot to comprehend the surroundings and road environment of the vehicle could lead to more drastic improvements and an increasingly accurate comprehension of the roads a vehicle travels on.

Tesla’s currently Autopilot suite uses ~2.5D, Musk said. Now, it uses two-dimensional images along with labels, which could account for the around 2.5 dimensions that Musk spoke of in the tweet.

Tesla Autopilot (Source: Elon Musk | Twitter)

Adding dimensions to the Autopilot system will simply increase the accuracy of how the car reacts in certain situations. Currently, Tesla uses images from Autopilot cameras that are labeled with information. Tesla could use 3-dimensional stereoscopic scenes that are reconstructed from video, along with timestamps to improve accuracy.

A few members of the Tesla community put their two cents in on what the 4-dimensional Autopilot system could entail.

Reddit user u/__TSLA__ stated that curating a massive series of traffic scenarios and objects that a car might encounter during a drive could improve the accuracy of Autopilot and Tesla’s self-driving capabilities.

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However, another Reddit user, u/Semmel_Baecker, said that 4D could mean that the Autopilot cameras could build a real-time 3D environment and then predict the movements of labeled objects in 4D based on past behaviors of other vehicles. This strategy would effectively use the Neural Network to learn the reactions of other drivers or objects.

Tesla continues to develop Autopilot behaviors to eventually release a “feature complete” Full Self-Driving suite in the future. The electric automaker continues to release patents that aim to build a more accurate Autopilot system that will accelerate the company’s journey toward Level 5 Autonomy, which Musk says is coming soon.

Most recently, Tesla submitted a patent titled, “Enhanced Object Detection for Autonomous Vehicles Based on Field View,” that would crop important objects in images and increase the resolution of those images. If pedestrians, vehicles, or other objects are available in an image, they would be available at an increased resolution to improve the accuracy of Autopilot.

Tesla’s exact plans for an Autopilot upgrade to 4-dimensional imagery is unknown. The increased accuracy is necessary for the company’s cars to drive in any environment. Tesla will soon release FSD’s “Driving on City Streets” function, which will complete the suite.

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Joey has been a journalist covering electric mobility at TESLARATI since August 2019. In his spare time, Joey is playing golf, watching MMA, or cheering on any of his favorite sports teams, including the Baltimore Ravens and Orioles, Miami Heat, Washington Capitals, and Penn State Nittany Lions. You can get in touch with joey at joey@teslarati.com. He is also on X @KlenderJoey. If you're looking for great Tesla accessories, check out shop.teslarati.com

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Tesla is ramping up its hiring for the Cybercab production team

As can be seen on Tesla’s Careers website, three new Cybercab-related positions are currently available at Giga Texas.

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Credit: @serobinsonjr/X

Tesla appears to be ramping up its Cybercab team at Giga Texas. As per recent observations by the Tesla community, three new job listings on the automaker’s Careers site suggest that the company is starting to add more critical personnel for the autonomous two-seater’s production.

New Cybercab jobs

As can be seen on Tesla’s Careers website, three new Cybercab-related positions are currently available. Tesla is looking for a Metrology Technician, who will work on the Cybercab’s Quality team; an Equipment Engineer who will work on the Cybercab’s Plastics team; and a Tool & Die Supervisor, who will work in the Injection Molding team.  

All three positions are based in Austin, Texas, which is quite unsurprising as Giga Texas is the only facility today that has the capability to produce the vehicle. The Cybercab’s production is quite different compared to Tesla’s other vehicles, as it is the first car that would be produced using the company’s “Unboxed” process. 

Credit: Tesla

Unlike any car that’s produced before

Elon Musk has previously said the Cybercab will be Tesla’s highest-volume vehicle, targeting an annual rate of 2 million units. He also mentioned that the vehicle’s manufacturing line will not resemble an automotive production line at all. Instead, it would resemble a high-speed consumer electronics line, which should pave the way for one Cybercab to be produced every few seconds.

“If you’ve seen the design of the Cybercab line, it doesn’t look like a normal car manufacturing line. It looks like a really high-speed consumer electronics line. In fact, the line will move so fast that actually people can’t even get close to it. I think it’ll be able to produce a car ultimately in less than 5 seconds,” Musk stated during Tesla’s All-Hands meeting earlier this year.

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Elon Musk: Grok 5 now has a 10% chance of becoming world’s first AGI

If his prediction comes to pass, xAI could very well become yet another world-changing company from Elon Musk. 

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Credit: xAI/X

Elon Musk has shared his most optimistic forecast about Grok 5’s capabilities yet. In a recent post on X, Musk stated that he now believes that the upcoming update to xAI’s large language model has a 10% chance of achieving artificial general intelligence. 

If his prediction comes to pass, xAI could very well become yet another world-changing company from Elon Musk. 

Musk’s previous Grok 5 estimate 

Just last month, Elon Musk estimated that xAI might have a chance at achieving artificial general intelligence with Grok 5. Musk’s comments at the time already made headlines, considering that no company in the world today has achieved AGI yet, though numerous AI startups today are actively pursuing artificial general intelligence.

In a recent post on X, Musk noted that his “estimate of the probability of Grok 5 achieving AGI is now at 10% and rising.” In another post, he also noted that “Grok 5 will be AGI or something indistinguishable from AGI.” Grok 5 is yet to be released, though Musk’s comments about the update are definitely setting expectations.

AGI will be world changing

Artificial General Intelligence (AGI) refers to an AI system that is capable of matching or surpassing human-level intelligence across tasks such as thinking, reasoning, and other domains by a notable margin, as noted in a previous report from Benzinga. With AGI achieved, industries from robotics to manufacturing would likely see a notable boost.

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As per a report from the Center for International Relations and Sustainable Development (CIRSD), AGI could eventually pave the way for artificial super intelligence (ASI), which would be more intelligent than AGI and likely more intelligent than all of humanity combined. 

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Tesla Model Y L becomes China’s 4th best-selling mid-to-large SUV in its first month of sales

Tesla Model Y L was able to sell 8,221 units domestically in September.

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Credit: Tesla China

The Tesla Model Y L has only started deliveries last month, but it is already making its presence known in China’s mid-to-large SUV segment. As per data aggregated by Tesla watchers in China, the Model Y L has quickly risen as one of the country’s best-selling large SUVs just weeks into its first deliveries.

The momentum of the Model Y L has been so notable that it ended up being China’s fourth best-selling mid-to-large SUV in September.

Tesla Model Y L September sales

As per data compiled by Yiche, the Tesla Model Y L was able to sell 8,221 units domestically in September. This places it in fourth place in China’s rankings for best-selling large SUVs, just below the Leapmotor C16, the Li Auto L6, and the Xiaomi YU7, which sold 8,312, 11,827, and 22,244 units in September, respectively.

A look at the prices of China’s top four mid-to-large SUVs would show that the Model Y L is one of the pricier vehicles among the four. The Xiaomi YU7’s inclusion in the list is also quite interesting as the all-electric crossover primarily competes with the five-seat Model Y, not the Model Y L. Needless to say, the price difference between the Model Y L and the Xiaomi YU7 is quite substantial.

Just getting started

The Tesla Model Y L only started deliveries sometime in September. Following its launch in August, the Model Y L received positive reviews from professional reviewers, with many praising the vehicle’s spacious cabin and its reasonable price. It did not take long before the Model Y L was sold out for October, and later, November as well. Considering that the Model Y L now has an estimated delivery date of December 2025 for new orders, it seems safe to assume that every unit built by Giga Shanghai this quarter will be sold to consumers.

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The Model Y L has the makings of a best-seller. With a spacious second row that features two captain seats with retractable armrests, as well as a third row that could accommodate regular-sized adults, the Model Y L is a true family hauler. Combined with its starting price of $47,566 before options, the extended wheelbase all-electric crossover SUV does seem to have the makings of a best-seller.

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