Reviewers from the United States and Europe have the tendency to put Tesla’s Autopilot behind other driver-assist systems from rival carmakers like Mercedes-Benz and General Motors. This was evident in evaluations conducted recently by agencies such as Thatcham Research and the Euro NCAP, as well as Consumer Reports. In both tests, Autopilot took a beating against solutions like Super Cruise, with Consumer Reports noting that Tesla’s driver-assist system is now a “distant second” against its GM-made rival.
Such findings would likely be difficult to reach next year, as Elon Musk has noted that Tesla is poised to deploy the Version 1 iteration of its “Dojo” supercomputer next year. Details about Project Dojo have been quite rare so far, though the CEO has noted that the supercomputer would be quite a beast, being a “truly exaflop” system at “de facto FP32.” This statement, while brief, revealed that Tesla is developing what could very well be the world’s most powerful supercomputer.
Today, the world’s fastest supercomputer is Fugaku, which is deployed in Japan. Developed by Japanese tech giant Fujitsu and research institute Riken, Fugaku turned in a performance result of 415 petaflops during its benchmark testing. That’s 2.8 times faster than the IBM Summit system developed by the Oak Ridge National Laboratory in the US, which previously held the title of world’s fastest. Musk’s statements suggest that Dojo would be able to outgun Fugaku in terms of processing power.
Having the world’s most powerful supercomputer training neural networks for self-driving vehicles will likely result in massive performance improvements for Tesla’s Autopilot and Full Self-Driving suite at a pace that will likely be nothing short of mind-blowing. Tesla’s neural networks form part of the backbone of Tesla’s driver-assist and autonomous driving initiatives, after all, so the faster training could be done, the better the systems could become.
What is rather incredible is that Tesla’s Autopilot and FSD beta have arguably become the best driver-assist systems available in the market today without Dojo being involved. Even agencies like Thatcham Research and Consumer Reports, in their evaluation of Autopilot, admit that Tesla’s driver-assist system has more advanced and more mature features compared to those offered by rival carmakers. It was just the system’s name (in Thatcham’s case), and Autopilot’s driver monitoring system (in Consumer Reports’ case) that gave Tesla’s rivals the edge.
With Dojo Version 1 coming into the picture, the improvements to Autopilot and Full Self-Driving would likely become so quick and drastic that it would be pretty silly to rank Tesla’s driver-assist and self-driving systems in the same league as alternatives offered by other carmakers. Tesla may be losing right now in rankings to systems like Super Cruise seemingly due to technicalities, but by next year, such a reach may be very difficult to make. By next year, Tesla Autopilot and FSD may truly become a “distant first” compared to the competition.
News
Tesla Cybercab almost looks production ready in new photos
Tesla’s AI team recently posted an image of the Cybercab going Animal Style at an In-and-Out drive-through.
Tesla’s AI team recently posted an image of the Cybercab going Animal Style at an In-and-Out drive-through. But while the Cybercab’s passengers were quite funny, the photos themselves suggest that some of the Cybercab’s components may already be production-ready.
Cybercab goes Animal Style
Seemingly as a fun Halloween post, the Tesla AI team shared a photo of a Cybercab, complete with passengers who were in costume, at an In-and-Out drive through. Based on the photos that were shared on X, it appeared that the Cybrcab was being accompanied by a Tesla Model Y Premium. The Tesla AI team shared a lighthearted caption to the image, writing “Animal Style,” a reference to a popular secret menu item for the fast food chain.
In a way, the Tesla AI team’s Halloween post was a lighthearted reference to the popularity of In-and-Out among Tesla owners. This is partly because of the Tesla Supercharger network, which has numerous locations that are close to In-and-Out sites. Elon Musk has also jokingly confirmed in the past that driving prototype Teslas through an In-and-Out is a tradition and a fun milestone marker.
Apparent production-ready Cybercab sections
While the Tesla AI team’s photos provided some lighthearted fun to the EV community, some industry watchers pointed out that the Cybercab in the photos looked production ready, or at least some parts of it seem to be. This is especially noticeable in the Cybercab’s front end, which looks very refined and well-built.
The front end of the Cybercab on the In-and-Out photo even had a license plate mount, and previous sightings revealed that the door of the vehicle had been updated since it was unveiled last year.
With this in mind, speculations are abounding that the Cybercab might indeed be ready for initial production soon. The installation of production equipment in Giga Texas has been ongoing for several months now, and tests of the Cybercab in both the Giga Texas complex and on public roads have also ramped.
Investor's Corner
Michael Dell points out practical advantage of Elon Musk’s proposed pay package
As pointed out by the Dell Technologies CEO, Musk will only be rewarded if he delivers extraordinary value to shareholders
Michael Dell has weighed in on Elon Musk’s controversial 2025 CEO Performance Award, offering a grounded perspective amidst the noise surrounding the pay package today.
As pointed out by the Dell Technologies CEO, Musk will only be rewarded if he delivers extraordinary value to shareholders. Musk would quite literally receive no compensation if he fails to achieve his targets.
Dell emphasizes results over rhetoric
Dell shared his thoughts about Musk’s 2025 CEO Performance Award in a post on X.“Vote FOR Elon Musk. The award is only achieved IF he hits exceptionally ambitious market-cap and operational milestones—if he falls short, he gets nothing,” Dell wrote in his post.
“If he succeeds, shareholders will win big through unprecedented value creation, and he will earn added voting rights to continue driving Tesla’s long-term vision.”
Musk replied with a short “Thanks Michael,” acknowledging Dell’s support. Dell’s framing cuts through the debate surrounding Musk’s compensation, as he simply focused on the incentive structure’s risk-reward balance.
Musk’s ambitious pay package
Elon Musk’s 2025 CEO Performance Award requires Tesla’s market capitalization to rise from roughly $1.1 trillion today to $8.5 trillion within a decade. This would make Tesla more valuable than any company in history.
Apart from this, Tesla’s operating profit must also grow from $17 billion to $400 billion annually. Musk must also lead the company to several product-related milestones, such as 20 million cumulative vehicle deliveries, 10 million Full Self-Driving subscriptions, 1 million Tesla Bots, and 1 million operating Robotaxis.
So far, proxy advisors Glass Lewis and ISS have urged shareholders to vote against the plan. Some prominent investors, including ARK Invest CEO Cathie Wood, however, have voiced strong support for the plan. Wood called Musk “the most productive human being on earth,” arguing that his vision and ability to attract talent are central to Tesla’s success.
News
Starlink V3 satellites could enable SpaceX’s orbital computing plans: Musk
Musk’s remarks come as companies explore how orbital infrastructure could solve the Earth-bound energy and cooling challenges that come with hyperscale AI computing.
As artificial intelligence fuels surging demand for computing power, Elon Musk has hinted that SpaceX may use its Starlink V3 satellites to develop space-based data centers.
Musk’s remarks come as companies explore how orbital infrastructure could solve the Earth-bound energy and cooling challenges that come with hyperscale AI computing.
SpaceX could lead the race to orbit-based computing
After Ars Technica published a report on autonomous space construction, Musk replied on X: “Simply scaling up Starlink V3 satellites, which have high speed laser links would work. SpaceX will be doing this.”
SpaceX’s Starlink V3 platform is capable of up to 1 terabit per second (Tbps) throughput, so it could potentially form the foundation for orbital computing clusters powered by solar energy.
Proponents have noted that such data centers could eliminate the massive land, water, and power footprints of traditional facilities on Earth. Critics, however, have question the economics and complexity of maintaining large-scale data systems in orbit.
Elon Musk, for his part, recently reiterated on X that this particular idea is a very big deal.
SpaceX’s track record is substantial
Despite the reservations for such a radical idea, SpaceX’s track record is pretty much bulletproof at this point. The company’s Starlink network, once deemed as unrealistic by critics, now delivers broadband to millions worldwide while turning a profit. Its Falcon 9 rockets, which are capable of landing on land or on a drone in the middle of the ocean, are also among the world’s most reliable.
With this track record in mind, it would seem that Elon Musk’s idea of using Starlink satellites as the building blocks for a space-based data center might not be too farfetched at all.
Interest in space-based data storage and processing has intensified in recent months, Ars noted. Former Google CEO Eric Schmidt reportedly acquired Relativity Space with an eye on orbital data infrastructure, while Jeff Bezos recently predicted gigawatt-scale data centers will operate in space within two decades.
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