Tag: Tesla

  • Tesla FSD Monitors Toll Booth Payments for Autonomous Driving

    Tesla FSD Monitors Toll Booth Payments for Autonomous Driving

    Key Takeaways

    1. Tesla plans to launch an unsupervised version of its Full Self-Driving (FSD) software for individual users by the end of this year.
    2. The current FSD system is being tested in a few Model Y vehicles for pilot Robotaxi rides in Austin and soon in California.
    3. Tesla is training its self-driving software on various edge case scenarios to improve safety for Level 4 fully driverless rides.
    4. FSD version 13.2.9 can autonomously identify completed payments at tolls and parking booths, enabling it to drive away without human intervention.
    5. Owners of older Tesla models with HW3 kits will miss out on some FSD advancements, but free HW4 retrofits may be offered if unsupervised FSD can’t function on those models.

    Tesla is aiming to launch the unsupervised version of its Full Self-Driving (FSD) software for individual users by the end of this year.

    Current Deployment of FSD

    The non-supervised FSD system is presently available on a small number of Model Y vehicles, which are providing pilot Robotaxi rides in Austin and will soon expand to California. This software has also been installed on a Model Y that made its way directly from the production line to its new owner, and it has been utilized to park completed cars at the factory by themselves.

    Training for Safety

    To reach the desired safety level for Level 4 fully driverless rides and to reduce disturbances for users of the supervised FSD versions, Tesla is currently training its self-driving software on various edge case scenarios. This effort enhances the software’s ability to manage the complicated and often unpredictable conditions faced on public roads, which the AI must recognize and react to. Nevertheless, these scenarios are not the only ones considered by Tesla’s AI team, which has been developing solutions for a wide range of challenges.

    Enhanced Features in FSD v13.2.9

    As demonstrated in the video below, FSD version 13.2.9 can now identify when a payment has been completed at an open road toll or parking booth, allowing it to drive away without any human intervention.

    How did the Model Y accomplish this? Tesla’s AI leader explains that it employed its pillar and side cameras to monitor the money exchange and the handover of parking tickets. It waited until the entire process was finalized before gradually moving away from the toll booth once the payment was complete.

    Interestingly, the Tesla Model Y didn’t require a barrier to be lifted or a green light to proceed. Instead, it relied on its cameras to observe the interaction between the driver and the booth attendant to determine the right moment to move forward.

    Limitations for Older Models

    Sadly, Tesla owners with older vehicles equipped with HW3 kits often miss out on these FSD advancements. For instance, they currently cannot lend their cars to the Robotaxi platform. Elon Musk has stated that free HW4 retrofits will be offered if Tesla cannot make unsupervised FSD function with these older models.

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  • Budget Tesla Model Y: No Glass Roof Leaks, Simple Interior

    Budget Tesla Model Y: No Glass Roof Leaks, Simple Interior

    Key Takeaways

    1. The upcoming budget Model Y, known as project E41, will likely miss features like a glass roof, LED light strip, and rear reflector.
    2. Interior changes include the absence of ventilated seats, reduced audio system speakers, and modified central console without cupholder storage.
    3. The budget Model Y will maintain similar dimensions to current models, avoiding changes to the wheelbase for cost reasons.
    4. Tesla aims to price the budget Model Y around $35,000, targeting affordability as tax credit subsidies expire in 2025.
    5. A larger six-seat Model YL is set to launch this fall, priced over $10,000 higher than the existing Model Y.

    The upcoming Model Y from Tesla, which is set to launch next quarter, might miss out on some features. This budget version may not come with a glass roof, LED light strip, or rear reflector that were part of the Juniper refresh. Additionally, it is expected to lack vented seats, cupholder storage, A-pillar speakers, and even clothing hooks.

    First Sightings of Project E41

    This more basic Model Y, known internally as project E41, was spotted for the first time near the Giga Shanghai factory, covered in camouflage for testing. The headlights have been repositioned, suggesting that the LED light bar seen in the Juniper refresh could be absent in this more affordable model. The unique rear reflector that casts red light on the ground is also likely to be removed.

    Changes Inside the Vehicle

    The interior of this supposed budget Model Y is missing several features found in the current Juniper refresh. The ventilated front seats are not included, and the upholstery appears to be a mix of vegan leather and some fabric. There is no rear display, and the central console has been modified to eliminate cupholder storage, similar to what Tesla did with the lower-cost Cybertruck. The audio system has fewer speakers, particularly lacking those in the A-pillar, and the clothing hooks above the window have also been taken out.

    Size and Future Plans

    Besides these changes, the anticipated budget Model Y looks to be about the same size as its more equipped counterparts, as seen in the video below. This indicates that Tesla might keep the dimensions unchanged instead of undergoing the hassle of shortening the wheelbase. Elon Musk mentioned that Tesla’s affordable vehicle would be “smaller, to be certain,” but he was actually discussing a different model, tentatively called the Model 2, rather than this simplified Model Y.

    During the Q2 investor call, Musk clarified that the less expensive Tesla set to be released in Q4 will just be “a Model Y” trim aimed at lowering costs, without calling it more compact. Adjusting production lines for a shorter version could be pricier than maintaining the current frame and components.

    Pricing Strategy

    While Tesla plans to introduce a larger six-seat Model YL with an extended wheelbase this fall, it will reportedly be priced over ten thousand dollars higher than the existing Model Y. The aim with the budget Model Y, however, is to keep costs as low as possible, utilizing the current production lines. Tesla is said to target a price of $35,000 to offset the loss of tax credit subsidies, as this budget version is expected to launch after the subsidies expire on September 30, 2025.

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  • Tesla FSD Outperforms Chinese Rivals in Independent Testing

    Tesla FSD Outperforms Chinese Rivals in Independent Testing

    Key Takeaways

    1. Rapid Growth in Autonomous Technologies in China: The number of autonomous driving systems has significantly increased, with companies like BYD offering self-driving technology at no cost.

    2. Independent Assessment of Tesla’s FSD: Tesla’s Full Self-Driving (FSD) system has been independently evaluated and compared favorably against competing Advanced Driver Assistance Systems (ADAS) from brands like Xiaomi, Toyota, and Huawei.

    3. Data Export Restrictions: Tesla faces limitations on exporting driving data from China, leading to a reliance on simulated environments for training its FSD algorithms rather than real-world driving experiences.

    4. Successful Navigation in Challenging Conditions: Tesla has demonstrated its ability to navigate complex driving scenarios in China, including unmarked roads and rush hour traffic, achieving impressive results in rigorous testing.

    5. Top Performance in High-Stakes Scenarios: In an assessment involving 36 vehicles and 15 challenging scenarios, Tesla secured the highest rankings, successfully managing difficult situations like sudden obstacles and night driving.

    From the team behind the unique crash tests with a semi-truck, which gained praise for the Tesla Model 3, comes the most extensive evaluation of current autonomous driving technologies to date.

    Rapid Growth in China

    In recent years, the number of autonomous driving systems has surged in China, with BYD, the leading electric vehicle manufacturer, even providing its Eye of God self-driving technology at no cost with every vehicle, unlike Tesla, which charges for its Full Self-Driving (FSD) feature.

    Tesla’s Performance

    Tesla’s FSD system, whether under supervision or fully autonomous, has showcased its worth in an independent assessment that compared it to the Advanced Driver Assistance Systems (ADAS) from well-known competitors like Xiaomi, Toyota, and Huawei.

    Tesla faces restrictions on exporting raw driving data from China and trains its FSD algorithms primarily in a simulated environment using publicly accessible video footage and test tracks, rather than through real-world driving experiences as it does in the US. Elon Musk stated:

    > “So it will train using simulator for bus lanes in China. Bus lanes in China are among the biggest challenges for FSD, as they are quite complex. There are specific hours when you can use them, and if you enter the bus lane at the wrong time, you get an automatic ticket. So, it’s a serious issue. We will incorporate that into our simulator to train on it. The car needs to understand the time of day and read the signs. We will get this sorted out.”

    Tesla’s Success

    Tesla appears to have resolved many complex issues related to driving in China, as its vehicles have undergone rigorous tests since the launch of FSD. This includes navigating unmarked and unlit mountain roads at night and managing rush hour traffic in city centers.

    The results have been impressive; however, the latest independent assessment placed them in edge-case situations, directly competing with some of the most prominent brands and models available in China, including those equipped with LiDAR.

    To cut to the chase, Tesla secured the top position in all demanding tests, which involved scenarios where children or animals suddenly appeared on the road, other cars making abrupt cuts, construction zones, night driving, and various other challenging conditions.

    The ADAS evaluations involved 36 vehicles facing 15 high-stakes scenarios, resulting in a total of 216 collisions, none of which included the Model X. Even during the difficult wild boar test, Tesla’s vision-based strategy for scaling and learning in autonomous systems proved its efficacy.

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    Tesla FSD Outperforms Chinese Rivals in Independent Testing

     

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  • Tesla’s HW5 FSD Computer May Face Export Control Limits

    Tesla’s HW5 FSD Computer May Face Export Control Limits

    Key Takeaways

    1. Tesla’s HW5 AI chip is powerful but will have limited capabilities due to US export restrictions on AI chips.
    2. The new AI5 chip is much stronger than the current AI4 chip used in Tesla’s Model Y robotaxis.
    3. Recent US regulations restrict the export of advanced AI chips, impacting Tesla’s ability to fully utilize the AI5 chip internationally.
    4. Elon Musk is optimistic that export control thresholds will increase, potentially reducing the need to limit the AI5’s capabilities.
    5. Tesla is also developing the AI6 chip, aiming for compatibility with a range of products, including Optimus robots and self-driving vehicles.

    Tesla is set to limit the capabilities of its impressive AI chip designed for the upcoming HW5 computer, which is expected to go into mass production by late 2026.

    Power Meets Restrictions

    The new Hardware 5.0 FSD computer, now referred to as AI5, is said to be incredibly powerful for artificial intelligence tasks. However, it may conflict with the export restrictions the US government has placed on AI chips due to national security concerns.

    Elon Musk claims that Tesla produces the top designs for AI chips, expertly integrating computational prowess with its self-driving software. This is why the company is once again developing the HW5 internally. He stated, “there’s still not a chip that exists that we would prefer to put in our car,” even though the current HW4 computer was created a few years back.

    A Comparison with AI4

    The AI4 chip currently powering Tesla’s Model Y robotaxis for unsupervised FSD is reportedly significantly weaker than the forthcoming AI5. This disparity means that Tesla will have to intentionally limit the capabilities of the HW5 computer to comply with government export rules on AI chips.

    In January, the US government imposed new regulations regarding the quantity and performance of AI chips. Over 100 allied nations faced limits on the advanced AI chips they could procure from American firms. Additionally, countries like China were given restrictions on the processing power of these chips.

    Changes in Export Regulations

    The Biden administration not only prohibited the export of Nvidia’s advanced B100 and B200 AI chips but also imposed limitations on its midrange H20 silicon aimed at aligning with government standards. The ban on H20 chips has now been lifted, and Musk is optimistic that the thresholds for export controls will rise over time, which would allow Tesla to avoid “nerfing” its AI5 computer for international use.

    Musk mentioned that mass production of Tesla vehicles featuring the AI5/HW5 computer and FSD camera system is targeted to start in the fourth quarter of 2026.

    Looking to the Future

    While the AI5 computer is under development, Tesla is also planning for the future with its AI6 hardware. To achieve economies of scale for the AI6 chip, the company aims to make it compatible with a smart ecosystem that includes Optimus robots and self-driving vehicles.

    “Considering Dojo 3 and the AI6 inference chip, it seems like intuitively, we want to converge where it’s basically the same chip but used in, say, two of them in a car or an Optimus and possibly a greater number on a board,” Musk shared.

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  • Affordable New Tesla Model in Production Before Tax Credits End

    Affordable New Tesla Model in Production Before Tax Credits End

    Key Takeaways

    1. Tesla’s less expensive cars are entering pilot production and quality testing, with a planned release between October and December.
    2. The upcoming budget-friendly model, possibly named Model Z, is expected to be a smaller version of the Model Y.
    3. Tesla may introduce multiple affordable models, including a compact Model Y and a budget version of the Model 3.
    4. The company aims for the lowest monthly lease options, with current leases for Model 3 starting at $299 per month.
    5. The release of the new models is focused on creating a desirable car at a lower price, potentially after the federal tax credits expire.

    The less expensive cars that Tesla has been hinting at for some time are now entering the pilot production and quality testing phase, with a planned release between October and December.

    In a call about the company’s quarterly results, the CFO stated, “we began producing the lower-cost model as we scheduled in the first half,” indicating that Tesla is actively working on and testing its most affordable vehicle yet.

    Naming the New Model

    Originally known as the Model 2 or Model Q, Tesla’s upcoming budget-friendly car might actually be named Model Z. This new model is expected to be a smaller, less expensive version of the well-liked Model Y crossover SUV.

    Lars Moravy, the chief engineer, confirmed that these more affordable Tesla models have been in production aimed at quality validation since June, and will be announced in the fourth quarter. This is also when production will increase, as Tesla is currently prioritizing the output of Model Y and Model 3 units that meet the federal tax credit criteria before it ends on September 30, 2025.

    More Than One Model?

    Interestingly, Lars mentioned “new, more affordable models” as a plural term. The speculation is that Tesla might introduce a compact version of the Model Y with simpler features and a smaller battery, along with a budget option of the Model 3 based on the cloth-seated version they have been selling intermittently, hence the use of plural.

    Regarding pricing, Moravy noted in the Q1 earnings call that they aim for the lowest monthly lease option available, as most customers in the U.S. are looking to lease cars. Presently, leases for the Model 3 begin at $299 per month, but this includes the tax credit.

    Commitment to Affordability

    Tesla’s engineering head expressed that they are postponing the release of the more affordable Tesla models “just to create a car that everyone loves and wants at a lower price.” However, the timing of the release of the Model 2/Q/Z, or whatever it may be called, after the tax credits run out, may not solely be about enhancing the customer experience.

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  • Tesla Q2 2025 Earnings: $22.5B Revenue, $1.17B Net Income

    Tesla Q2 2025 Earnings: $22.5B Revenue, $1.17B Net Income

    Key Takeaways

    1. Tesla’s revenue for Q2 2025 was $22.5 billion, a 12% drop from last year but an increase from Q1 2025’s $19 billion.
    2. The company’s net income was $1.17 billion, down 16% from Q2 2024, but significantly up from Q1 2025’s $409 million.
    3. Regulatory credits revenue fell by 50% year-over-year, bringing in only $439 million, as a new bill ended this revenue source.
    4. Tesla’s operating income decreased by 42% year-over-year to $923 million.
    5. The company plans to expand its focus beyond electric vehicles and renewable energy to include AI and robotics in response to an uncertain macroeconomic environment.

    Tesla has recently wrapped up its quarterly earnings call, revealing that its financial performance faced challenges in the second quarter of 2025. Despite a decrease in sales and regulatory credits, the company managed to stay in the black.

    Revenue Insights

    Tesla’s overall revenue reached $22.5 billion, marking a 12 percent drop compared to last year’s figures for the same period. Yet, it’s worth noting that this is an increase from Q1 2025, when revenue was reported at $19 billion.

    Profit and Loss

    The electric vehicle manufacturer recorded a net income of $1.17 billion. This figure shows a decline of 16 percent from Q2 2024. Still, it was a notable rise from Q1 2025, where the net income was just $409 million. On the other hand, operating income fell significantly, down 42 percent year-over-year to $923 million.

    Regulatory Credits Impact

    A notable point from the report was the decline in regulatory credits, which Tesla often counts on for maintaining profitability. This revenue stream decreased by 50 percent year-over-year, bringing in $439 million in Q1. In contrast, the previous quarter saw earnings of $595 million from the sale of zero-emission tax credits.

    Recently, Tesla will not be able to earn revenue from regulatory credits anymore, as a new bill has removed the penalties for breaching Corporate Average Fuel Economy (CAFE) standards, effectively ending this revenue source.

    Future Outlook

    Tesla pointed out that its Q2 results were influenced by an “uncertain macroeconomic environment” due to changing tariffs and “ambiguous impacts from fiscal policy and political climate.” The company also mentioned its shift from being solely an EV and renewable energy leader to expanding its focus into AI and robotics.

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  • Tesla Diner Supercharger Station in China Opening This Spring

    Tesla Diner Supercharger Station in China Opening This Spring

    Key Takeaways

    1. Elon Musk plans to expand the Tesla Diner Supercharger concept globally if the Hollywood site is successful.
    2. The Tesla Diner features a fast-food menu with local organic ingredients and unique merchandise.
    3. Tesla is set to open its first international diner in Shanghai, adapting prices to local markets.
    4. The concept includes a potential fast-food chain with Supercharger stations and a movie theater for EV owners.
    5. More details on expansion plans may be revealed during Tesla’s earnings announcement on July 23.

    Elon Musk has made a bold statement that if the new Tesla Diner Supercharger station proves successful at its Hollywood site on Santa Monica Boulevard, the idea will spread worldwide.

    Buzz Around the Tesla Diner

    Since the Tesla Diner opened on Monday, it has generated a ton of excitement and attention. Visitors have been sharing their experiences about the fast-food menu that features local organic ingredients, exclusive merchandise like Supercharged Gummies candy, and the new Optimus action figure, as well as the unique spaceship-style restrooms.

    With all this excitement, it seems nearly certain that the retro-futuristic Supercharger station concept will expand. Reports indicate that the first Tesla Diner could launch in Shanghai right after the Chinese New Year.

    Plans for Global Expansion

    Tesla has reportedly obtained the necessary permits for a 3,000 m2 area close to its Gigafactory in Shanghai. Construction is set to begin on a series of Supercharger stalls, diner facilities, and large 66-foot LED screens similar to those found at the Tesla Diner in Hollywood.

    However, the prices on the Tesla Diner menu in China will not be the same. The Tesla Burger, priced at $13.5 in Hollywood, is expected to be under ten bucks in China. This shows that Tesla’s drive-in Supercharger concept will adjust to local tastes and financial situations as it expands.

    A Unique Fast-Food Experience

    Tesla could potentially build a real fast-food chain of diners paired with Supercharger stations and a movie theater. This would target the EV community with distinct experiences, such as ordering through a vehicle app that is exclusive to Tesla owners.

    Tesla is set to announce important earnings on July 23, and Elon Musk might reveal more about the expansion plans for the Tesla Diner. This comes on the heels of his recent posts about organic ingredients and sourcing from local farms.

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  • Tesla Model Y Frunk LED Light Strip and Pricey Supercharged Gummies

    Tesla Model Y Frunk LED Light Strip and Pricey Supercharged Gummies

    Key Takeaways

    1. Tesla has launched its long-awaited Supercharged Gummies, featuring flavors like Cyberberry, Mango Bolt, and Dog Mode Chill.
    2. The gummies are packaged in a box shaped like a lightning bolt and are priced at $35, also included in goodie bags at the grand opening of a new Tesla diner.
    3. The new Supercharger station on Santa Monica Boulevard is inspired by 1950s drive-in theaters and offers organic food items along with the gummies.
    4. Tesla is also introducing an LED lighting strip for the frunk of Model Y and Model 3, with easy installation and a $100 price tag.
    5. There are concerns about the pricing of the frunk LED strip, as it is considered high for a feature that many believe should come standard.

    After the release of Tesla’s tequila and beer set, the car manufacturer has introduced its long-anticipated gummy candies, which have been talked about since they were trademarked last year.

    Supercharged Gummies Launch

    Named Supercharged Gummies, this clever name plays on words perfectly. The Tesla candy options feature a strawberry-flavored Cyberberry, a Mango Bolt, and a raspberry Dog Mode Chill.

    The Supercharged Gummies are packaged in a box shaped like a Tesla lightning bolt, which appears to be influenced by its Diner Supercharger, similar to the themed salt and pepper shakers. They are now available at the diner for $35, and were also included in the goodie bags for guests who attended its grand opening on Monday.

    Diner Inspiration

    The newly opened Supercharger station on Santa Monica Boulevard draws inspiration from 1950s drive-in movie theaters and diners. It offers organic burgers, milkshakes, and other exclusive items beyond the Supercharged Gummies, including a new black Optimus action figure where the robot is dressed as a fast-food server.

    To keep up with the festive product launches, Tesla is also introducing an LED lighting strip designed for the frunk of the Model Y and Model 3. The installation is said to be simple, as the Model Y frunk lighting strip connects directly to the SUV’s power supply. The ambient lighting for the front box in both the Model 3 and Model Y comes with a constant current control module and boasts an IP67 water-resistance rating, perfect for those occasions when the frunk is used as a cooler for parties.

    Pricing Concerns

    However, similar to the Supercharged Gummies, the $100 price tag for the Model Y frunk LED strip feels steep for an ambient lighting feature that arguably should have been included as standard.

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    Tesla Model Y Frunk LED Light Strip and Pricey Supercharged Gummies

     

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  • Tesla Model 3 Hits 3 Million Sales, World’s Top Electric Sedan

    Tesla Model 3 Hits 3 Million Sales, World’s Top Electric Sedan

    Key Takeaways

    1. Tesla Model 3 was launched in 2016 to provide budget-friendly electric vehicles, with over three million units sold since 2017.
    2. The Model 3 has been the world’s leading battery-electric sedan for seven years, with a new unit delivered every 90 seconds.
    3. Attractive financing options include zero-interest loans in China and 0% APR offers in the US with Full Self-Driving purchase.
    4. Recent updates to the Model 3 include the “Highland” version with improved design and increased driving range.
    5. A new Model 3 Plus in China features a higher-capacity battery for enhanced range, alongside a new Model Y L with three rows of seating.

    Tesla introduced the Model 3 back in 2016, aiming to create more budget-friendly electric vehicles (EVs). Since then, the company has made great strides, with over three million units of this electric sedan sold since production kicked off in 2017.

    A Record-Breaking Sedan

    Per a Weibo post from Tesla China (translated via Google Translate), the Model 3 continues to be the world’s leading battery-electric sedan, holding this position for an impressive seven years. It has become the epitome of mass-market EVs, with a new Model 3 being delivered every 90 seconds.

    Attractive Financing Options

    The post also highlights financing opportunities for the Model 3 in China, offering zero-interest loans for a period of five years, starting at just RMB 2,460 monthly. In the US, Tesla is running a similar deal, providing 0% APR for up to 60 months, although this is only available with the purchase of Full Self-Driving (FSD).

    Recent Updates and Variants

    Tesla has rolled out several updates for the Model 3, the most recent being the “Highland” version, which features a more stylish font and sleeker headlights. These aerodynamic changes have also led to a slight increase in the driving range.

    In addition, Tesla has introduced a Model 3 Plus in China, which comes equipped with a higher-capacity NMC battery from LG, potentially enhancing the EV’s driving range considerably. This was revealed alongside a new Model Y L that offers three rows of seating.

    In conclusion, Tesla continues to innovate and dominate the EV market with its Model 3 and related offerings.

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  • Tesla Vehicles Get Robotaxi FSD Upgrade for Major Autonomy Boost

    Tesla Vehicles Get Robotaxi FSD Upgrade for Major Autonomy Boost

    Key Takeaways

    1. Tesla’s Robotaxi platform expansion will be closely evaluated ahead of the earnings announcement on July 23, with a focus on the upcoming significant Full Self-Driving (FSD) release.

    2. The Model Y robotaxis in Austin use unique FSD software that differs from the version available to regular Tesla owners, with plans for careful integration in the future.

    3. The “unsupervised” FSD used by the robotaxis operates without driver input and is classified as Level 4 autonomous vehicle software by the Austin transportation department.

    4. Tesla employs geofencing for its Robotaxi operations to ensure regulatory compliance and safe navigation, while conducting extensive testing before merging the robotaxi software with the public FSD version.

    5. Tesla emphasizes the advantages of its camera-only FSD system over competitors and plans to enhance the robotaxi software with a fourfold increase in parameters, focusing on efficient memory use for improved algorithm processing.

    Ahead of Tesla’s earnings announcement on July 23, the expansion of its Robotaxi platform is set to be closely examined. Elon Musk has promised a “step change improvement” for the next significant Full Self-Driving (FSD) release, drawing from experiences gained through operating the driverless ride-sharing service.

    Unique Software for Robotaxis

    Tesla has modified a small fleet of Model Y vehicles to operate as robotaxis in Austin. While these units are equipped with factory hardware, their FSD software differs from what is available to regular Tesla owners. Musk stated that Tesla plans to integrate the separate FSD software used by the robotaxis with the commercial version currently employed in its other vehicles, but this will be done cautiously.

    Unsupervised FSD Explained

    Tesla has labeled the FSD branch utilized by its robotaxi fleet during the pilot phase in Austin as “unsupervised” FSD. This is distinct from the Full Self-Driving (Supervised) designation given to the paid driver assistance feature. The term “unsupervised” indicates that it does not require any driver input or attention. The transportation department in Austin has classified this system as Level 4 autonomous vehicle software, meaning it can operate without human intervention.

    Regulatory Challenges and Testing

    To achieve the necessary regulatory approvals, Tesla operates its Model Y robotaxi quite differently from the FSD versions accessible to the general public. For instance, Tesla has geofenced the operational area for its Robotaxi platform, similar to Waymo, to verify that the “unsupervised” vehicles navigate routes in the same manner as its other cars. This explains the variety of Tesla validation vehicles equipped with additional camera setups seen driving around Austin before the launch of the Robotaxi service.

    Before merging the robotaxi FSD with the version available to the public, Tesla aims to conduct more tests to ensure a seamless transition. Musk emphasized, “We need to validate that improvements for Austin don’t cause regressions elsewhere.”

    Safety Measures and Future Plans

    Tesla takes pride in the advantages of its camera-only FSD system compared to the geofenced methods and extra sensors, like LiDAR, used by competitors such as Waymo. However, in Austin, Tesla continues to employ geofencing for enhanced safety and regulatory compliance. The company wants to ensure that the performance of its robotaxis within this controlled environment aligns with the behavior of Tesla vehicles outside of mapped areas.

    The merging of the robotaxi software with the general FSD version is set to take place later this year. Musk hinted at a fourfold increase in parameters and emphasized a “super frugal use of memory bandwidth, caching exactly what is needed” to facilitate the processing of additional algorithms.

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