While unprotected left turns can be nerve-wracking for novice drivers, many FSD Beta participants still experience anxiety when their car is faced with such a turn.
Unprotected left turns are one of the harder driving maneuvers to make for humans and AI, as they leave your vehicle vulnerable while turning (instead of turning with traffic).
Tesla quickly recognized the difficulties their AI was experiencing in safely executing these turns and has been working diligently to improve the AI’s ability to discern oncoming hazards.
Solve Chazman's Complicated Left Turns
FSD Beta 10.12 improved unprotected left turn issues, but there are still some lingering issues.
Chuck Cook (@Chazman) has been iteratively testing FSD Beta's ability to make unprotected left turns on a busy route.
It's a complicated turn that involved crossing three lanes of traffic before reaching the median and then turning left.
Often it involves crossing the three lanes and waiting at the median before finding enough clearance to get into a lane.
It's complicated, even for humans. However, Elon Musk said in a recent tweet that beta 10.13 would solve Chuck's complicated left turns 'most of the time.'
Chazman on FSD Beta 10.12.2
Smoother Intersections
Elon also added that 10.13 would "smooth out intersection control," hopefully reducing the vehicle's hesitation and steering jerkiness that can happen in busy intersections.
Going Deep on Roundabouts
In addition to unprotected left turns, traffic circle/roundabout navigation has become a focus of FSD engineers.
While popular abroad, roundabouts are seldomly used in the US. Although there are estimated to be 2600+ roundabouts across the country, so FSD Beta needs to be able to handle them well.
FSD Beta's navigation of roundabouts has been spotty, although one could argue that multi-lane roundabouts are challenging even for experienced drivers.
With FSD Beta 10.13, Musk says that Tesla is going 'deep on roundabouts,' and that it should be noticeably better in that iteration of FSD Beta.
There are certainly some complicated roundabouts out there that can challenge even the most skilled drivers. Some roundabouts include multiple lanes and may require you to change lanes within the roundabout, some may even include roundabouts leading into or out of the roundabout, such as the 'Magic Roundabout' in Swindon, England.
Magic Roundabout in Swindon, England
Navigate without Map Data
Musk also hinted at another major improvement that may be included in 10.13: the ability for FSD beta to navigate roads with no map data.
The vehicle will be able to navigate to a specific GPS point or pinned location (ex: rural roads), says Musk.
Dead Reckoning Navigation (Navigating without GPS)
In addition, Elon alluded to the fact that Tesla is also working on the AI’s ability to complete 'dead reckoning' navigation (navigating only on “inertial measurements, wheel movement & vision”).
He gave underground parking garages as an example of where FSD would need this ability to navigate without GPS or map data.
The car will be able to do this by using its last known GPS location and then determining its future location using only a compass, wheel movement and speed.
Yes, car will navigate to a pin location, even if in a complex surface parking lot or hotel entrance.
When in covered or underground parking lots, car will have to navigate using only inertial measurement, wheel movement & vision, as GPS signal is no longer available.
Elon said that he expects FSD Beta 10.13 to be available in about two weeks.
Why is it always two weeks? Tesla may use an agile approach to software development. In agile development work is planned in 'sprints' that span one or more weeks, with two weeks being a common length.
It's possible Tesla uses two-week sprints when planning and developing upcoming features.
For drivers that have experienced the intense nature of FSD left turns through busy intersections, it looks like they won’t have to wait long for FSD Beta 10.13.
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Ashok Elluswamy, Tesla's Vice President of Autopilot and AI Software, recently discussed Tesla's artificial intelligence programs' current state and future ambitions. He covered FSD and then extended it to the broader topics of robotics and Artificial General Intelligence (AGI).
Journey to Truly Autonomous Driving
At the core of Tesla’s AI efforts lies the quest for fully autonomous vehicles. Ashok reiterated the long-term vision where, eventually, all newly manufactured cars are expected to be self-driving, with older, human-driven cars potentially becoming items for specialized hobbies or unique purposes.
However, he did acknowledge that the current advanced driver assistance systems (ADAS), including Tesla’s own FSD, require better reliability before the human can be completely removed from the equation.
The development process, he emphasized, is fundamentally rooted in machine learning rather than traditional programming. A crucial aspect of this is that AI is consistent across every vehicle, learning collectively from the fleet’s experiences rather than being unique to each car.
Progress in AI is continuous.
Safety and reliability remain Tesla’s focus for FSD. Now, with Tesla just weeks away from launching its Robotaxi Network in Austin, Texas, this is more true than ever, as any accidents could cause a delay in the program’s expansion or stop the program entirely.
Ashok confirmed that Tesla still has no interest in LiDAR while discussing Tesla's vision-based sensor suite. He reiterated that cost and scalability remain key concerns with LiDAR, adding that its perceived usefulness diminishes as vision-based systems continue to improve.
Beyond the Road: FSD and Robotics
Ashok described Tesla’s AI network poetically - a “digital living being.” This emphasizes the organic way FSD absorbs information from the environment and learns from it. But FSD isn’t just for cars. Tesla uses FSD, as well as the same AI4 hardware from its vehicles, for its humanoid robot, Optimus.
Ashok expects that there will be a tremendous wave in robotics over the next 10 to 20 years. A key part of this will be the development of humanoid robots, which he believes will eventually be capable of complex industrial and domestic tasks, interacting with natural language, likely by 2035.
This recent surge in AI capabilities has been heavily driven by advancements in deep learning and the availability of massive computing power. Tesla is making heavy investments in both software and hardware. It recently started construction of its Cortex 2.0 Supercomputer cluster at Giga Texas.
Envisioning Sustainable Abundance & AGI
The conversation also covered the topics of Artificial General Intelligence. Ashok offered a pretty bold prediction that AGI will arrive in as little as the next 10 years, based on the rate of advancement that he’s seen so far. He further projected that AI-based software could become capable of performing most human tasks, whether spreadsheets or even robotic athletics, within the next 15 years.
This technological leap, he believes, ties into Tesla’s newer mission statement of sustainable abundance. Sustainable abundance is where the combination of intelligent machines and effective robotics helps to move greater portions of society away from poverty. This has become Tesla’s guiding philosophy since the 2025 All-Hands Meeting earlier this year.
Sustainable abundance should be a win-win scenario for all involved, helping reshape both production and creative industries to help humans do what they want to do rather than what they have to do.
Future of Mobility
As FSD and other AGI tech mature, Ashok believes that all cars being manufactured by 2035 will become autonomous. By then, the very concept of car ownership may change and transform. Owning a car would be a more “premium experience,” as the convenience and efficiency of self-driving vehicles might make personal ownership less of a necessity for many people. This shift would also necessitate infrastructure improvements to accommodate potentially increased vehicle usage.
We took a look at what the future may look like when autonomous vehicles become commonplace. It’ll have a drastic effect on our society, as parking lots will need to be a fraction of the size they are today, drop-off and loading zones will need to be bigger, and, for the most part, road signs may no longer be needed.
Will need this big time in the future. With autonomous vehicles we'll have affordable premium transport for everyone. This will likely increase traffic due to the increased usage, even though each vehicle is much more efficiently utilized. https://t.co/xvdvmxmzxd
Touching on the Indian vehicle market, Ashok noted that EVs, especially when combined with technologies like FSD, are well suited to the typical travel patterns in India and could make a big difference. With Tesla putting its eyes on a potential factory expansion in the coming years in India, there’s a lot riding on Tesla being able to take on the challenge of Indian roadways, where traffic laws are not enforced and well known.
Ashok’s interview was a fantastic look into what he believes will be next for Tesla - and he left with some parting advice for the next generation of engineers.
Master core concepts and leverage the wealth of online resources available. There is an emphasis on talent and innovation over traditional corporate hierarchies, and don’t forget your priorities: work and family.
You can watch the full interview here. Closed captioning is available.
This morning, Tesla announced the appointment of Jack Hartung, President and former Chief Financial Officer of Chipotle Mexican Grill, to its Board of Directors. Jack will join the board on June 1st of this year and will also serve on Tesla’s Audit Committee.
Hartung brings over two decades of financial leadership experience to Tesla’s board. During his tenure at Chipotle, he held several leadership positions, including President and Chief Strategy Officer, as well as Chief Financial and Administrative Officer. Under his financial stewardship, Chipotle expanded immensely, now operating over 3,700 restaurants worldwide.
In addition to his new role at Tesla, Hartung serves on the Boards of Portillo’s Inc., The Honest Company, Inc., and ZocDoc, Inc.
Interestingly, Hartung has opted to forgo any cash or equity compensation for his role on Tesla’s board.
Tesla’s board now comprises nine members, including Chair Robyn Denholm, CEO Elon Musk, his brother Kimbal Musk, and Airbnb co-founder Joe Gebbia.
Areas of Interest
Hartung joins Tesla as it works through regulatory challenges in Europe around FSD, although it seems like Europe will finally see FSD introduced this September, at least on the highway.
Given Jack’s experience in the food sector, it’ll also be interesting to see whether he offers input on Tesla’s upcoming drive-in diner and whether the company expands the concept beyond a one-off Supercharger. We recently shared exclusive photos of the interior of the project, which appears to be in the final stages of construction.
Hartung’s experience in scaling operations may also be crucial during Tesla’s expansion of the Robotaxi network when it begins expanding outside of Austin, Texas.
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