Connect with us

News

Mobileye CTO on Building Autonomous Driving Systems

Published

on

Autonomous driving system

Mobileye autonomous driving systems

Professor Amnon Shashua, co-founder and CTO of Mobileye, gave a talk recently explaining how his company builds its autonomous driving systems. One point he emphasizes is that identifying other vehicles and people in the vicinity of the car is the easy part. What’s difficult to achieve is controlling the car so that it stays within the limits of the roadway, especially when road markings, curbs, and other indications of where the physical edges of the permissible driving space are lacking.

Shashua breaks the process into three main components — sensing, road experience management, and driving policy, which he calls “planning.” The first collates all the data coming into the system from cameras, radar, and, in some cases, Lidar. The second phase creates an environmental model that orients the car and determines its place on the road. The third phase uses all the prior information to determine all the available pathways forward and which is preferred.

Next, he goes on to speak in detail about what he calls “deep learning.” Shashua says despite its current popularity, there is a great deal of hype surrounding it. He explains why some aspects of deep learning fail to give the zero failure results required to make accurate autonomous driving possible. In particular, he shows why what he calls the “end to end approach” does not live up to its promise.

Mobileye autonomous driving

He prefers what he calls “semantic abstraction,” a process that breaks down the tasks the system must perform into discrete subsystems, each with its own function to perform. He feels the latter is more accurate and gives the fewest false positives or false negatives. The end to end system does not require image annotations, but Shashua says Mobileye has 600 people on staff annotating images and expects to have 1,000 or more shortly.

What is important, Shushua maintains, is dealing with what he calls “corner cases.” These are the anomalies that happen in regular driving that are rare, unexpected, or unusual — like a construction vehicle moving slowly near a highway. It is those corner cases that require the most sophisticated technological solutions and the types of situations that end to end systems do not handle well.

Advertisement

Watch the entire 30 minute video for yourself to learn more about some of the elements that go into Tesla’s Autopilot technology.

Source: Mobileye via YouTube
Advertisement
Comments

News

Tesla rapidly progresses on Model Y Performance production

New drone images from noted drone operator and Gigafactory Texas observer Joe Tegtmeyer show Tesla is moving forward quickly in terms of its progress in producing the new Model Y Performance.

Published

on

Credit: Tesla

Tesla has rapidly progressed in the production of its most anticipated Model Y trim level: the Model Y Performance.

New drone images from noted drone operator and Gigafactory Texas observer Joe Tegtmeyer show Tesla is moving forward quickly in terms of its progress in producing the new Model Y Performance.

The vehicle is being spotted more frequently at the factory located just outside of Austin, with what appears to be the first units rolling out to outbound lots:

Advertisement

In the United States, Tesla unveiled the Model Y Performance on September 30, the newest iteration of the fastest trim level of the best-selling car in the world for the past two years. It was launched on the very last day of the $7,500 electric vehicle tax credit in the United States.

It featured a handful of performance improvements, including a 0-60 MPH acceleration rate of 3.3 seconds, a trim from the 3.5 seconds the 2025 version offered.

Additionally, the range has gone from 277 miles to 308 miles, a notable improvement in terms of how far it can travel on a charge.

There are also a handful of hardware changes that Tesla made to improve its aerodynamic performance, which all likely can be attributed to the boost in speed and acceleration, as well as range.

The vehicle was initially launched in Europe, which was not surprising, especially as Tesla was testing the new Performance trim at the famed Nurburgring in Germany.

Advertisement

Deliveries are currently slated for late November, but some orders are getting projections of mid-December for their Model Y Performance, which would help Tesla bolster its end-of-year delivery figures and follow up on an extremely bullish finish to Q3, which was the company’s strongest performance in history.

Continue Reading

Elon Musk

Twitter co-founder Jack Dorsey endorses Elon Musk Tesla pay package

Dorsey framed the pay package as an engineering and governance crossroads for Tesla.

Published

on

Twitter co-founder and Square CEO Jack Dorsey has publicly backed Elon Musk’s leadership ahead of Tesla’s pivotal shareholder vote, which is expected to be decided later today at the company’s 2025 annual meeting. 

Dorsey framed the pay package as an engineering and governance crossroads for Tesla.

Dorsey’s public nod framed as an engineering defense of Musk

In a post on X, Dorsey weighed in on Tesla’s post about being in a “critical inflection point.” As per the Twitter-co-founder, the vote on Musk’s 2025 performance award is not about compensation. Instead, it’s about ensuring the path for the company’s engineering in the coming years. 

“This is not about compensation. it’s about ensuring a principled (and exciting!) engineering approach to the company’s future,” Dorsey wrote on his post, later stating that users of Cash app with TSLA shares would be able to vote for the CEO’s proposed 2025 performance award. 

Elon Musk appreciated Dorsey’s endorsement, responding to the Twitter co-founder’s post with a heart emoji. Musk has been pretty thankful for the support for is fellow tech executives, also thanking Michael Dell recently, who also advocated for its proposed 2025 performance award.

Advertisement

Musk’s support

While Elon Musk’s 2025 performance award has received opposition from proxy advisors such as Glass Lewis and ISS, it has received quite a lot of support from longtime bulls such as ARK Invest, and, more recently, Schwab Asset Management following calls from TSLA retail shareholders. 

“Schwab Asset Management’s approach to voting on proxy matters is thorough and deliberate. We utilize a structured process that focuses on protecting and promoting shareholder value. We apply our own internal guidelines and do not rely on recommendations from Glass Lewis or ISS. In accordance with this process, Schwab Asset Management intends to vote in favor of the 2025 CEO performance award proposal. We firmly believe that supporting this proposal aligns both management and shareholder interests, ensuring the best outcome for all parties involved,” Charles Schwab told Teslarati.

Continue Reading

News

Here’s what changed in the Tesla Cybercab since last year’s unveiling

The latest sightings suggest that the fully autonomous two-seater is now moving closer to production.

Published

on

Credit: wudapig/Reddit

An apparent production-ready prototype of the Tesla Cybercab has been spotted testing in public, and it revealed several subtle but notable design updates compared to its 2024 prototype. 

The latest sightings suggest that the fully autonomous two-seater is now moving closer to production.

Subtle design refinements

The new photo of the Cybercab prototype was initially posted on the r/TeslaLounge subreddit, where it proceeded to receive numerous responses. As per the user who posted the image, the photo was taken in California, and the vehicle was reportedly fitted with a steering wheel. 

Based on the image, the Cybercab appears to have received a revised tail design, which now rises slightly, likely to improve aerodynamics. Tesla also appears to have shortened the rear body panel below the lighting section. Other updates include a slightly redesigned rear bumper, red reflectors repositioned farther from the wheel arches, and unpainted side repeater cameras that seemed to have been moved slightly forward, likely for better visibility.

The Cybercab’s B-pillar has also been shifted forward and now sits slightly lower, accompanied by larger door panels that likely make entry and exit easier. The vehicle’s tires are no longer painted either, nor do they have an extended wheel cover. Interestingly enough, the prototype was also fitted with side mirrors, though these are likely just for regulatory testing purposes and would be removed in the vehicle’s final production version.

Advertisement

An In-and-Out tease

At the end of October, the Tesla AI team teased some of the Cybercab’s progress with a lighthearted “Animal Style” Halloween post featuring the autonomous two-seater being driven through an In-N-Out drive-through by employees in costume. Longtime Tesla watchers noted that the In-and-Out photos continue a long-standing tradition of Tesla driving its prototypes through the fast food chain’s drive-throughs.

The In-and-Out photos of the Cybercab also revealed some updates that have been implemented on the vehicle’s front end. These included what appears to be segmented DRLs and headlamps, actual turn signals, and a splitter that’s a lot sharper. Some noted that the vehicle looks sharper than the prototypes from last year’s We, Robot event, but this also resulted in the Cybercab looking a bit less “Cyber” now.

Continue Reading

Trending