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Tesla formally starts FSD Beta 10.3 rollout, includes drivers with 99 Safety Score

(Credit: James Locke/YouTube)

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Tesla has formally started the rollout of FSD Beta 10.3 to its fleet. The latest iteration of the advanced driver assist system featured several improvements that were outlined in some detailed Release Notes. 

As observed by members of the electric vehicle community, FSD Beta 10.3 is now being rolled out to drivers with a Safety Score of 99 and above. This was previously mentioned by CEO Elon Musk on Twitter, who noted that the advanced driver assist system would gradually be released to owners with Safety Scores below 100

The following are the detailed Release Notes for Tesla FSD Beta 10.3

  • Added FSD Profiles that allow drivers to control behaviors like rolling stops, exiting passing lanes, speed-based lane changes, following distance and yellow light headway. 
  • Added planning capability to drive along oncoming lanes to maneuver around path blockage. 
  • Improved creeping speed by linking speed to visibility network estimation and distance to encroachment point of crossing lanes. 
  • Improved crossing object velocity estimation by 20% and yaw estimation by 25% by upreving surround video vehicle network with more data. Also increased system frame rate by +1.7 frames per second. 
  • Improved vehicle semantic detections (e.g. brake lights, turn indicators, hazards) by adding +25k video clips to the training data set. 
  • Improved static obstacle control by upreving the generalized static object network with 6k more video clips (+5.6% precision, +2.5% recall). 
  • Allowed more acceleration when merging from on-ramps onto major roads and when lane changing from slow to fast lanes. 
  • Reduced false slowdowns and improved offsetting for pedestrians by improving the model of interaction between pedestrians and the static world. 
  • Improved turning profile for unprotected turns by allowing ego to lane lines more naturally, when safe to do so. 
  • Improved speed profile for boosting onto high-speed roads by enforcing stricter longitudinal and lateral acceleration limits required to beat the crossing objects. 

The release of FSD Beta 10.3 was initially set for Friday midnight. As Saturday rolled in, however, members of the FSD Beta group observed that no such updates were being received by their vehicles. Elon Musk eventually explained the slight delay, noting that Tesla had found some “regression in some left turns at traffic lights” was found by the company’s internal QA team. With a fix being developed for the observed behavior, Musk noted that FSD Beta 10.3 would likely be rolling out on Sunday instead. This estimate proved accurate.

Considering that Tesla is adopting a conservative approach to the rollout of FSD Beta, it would not be surprising if the company enforces even stricter rules for inattentive drivers or users who are using the advanced driver assist system irresponsibly. Just a few days ago, and as a copy of a message from Tesla issuing a warning to an FSD Beta tester made the rounds online, Elon Musk confirmed that the company is indeed kicking out users who are misusing the system by being inattentive to the road.

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Tesla is currently experiencing some scrutiny from the NHTSA, with the agency probing the company over incidents where a vehicle in Autopilot crashed into a stationary emergency vehicle. Tesla has since rolled out a safety update for Autopilot, which, in turn, seemingly aggravated the NHTSA since the company did not issue a recall before releasing its over-the-air software update. During the Q3 2021 earnings call, however, Tesla executives highlighted that the company welcomes the scrutiny, and that the it is willing to work with any safety agency to make its the roads as safe as possible.

Watch Tesla FSD Beta 10.3 in action in the video below.

The Teslarati team would appreciate hearing from you. If you have any tips, reach out to me at maria@teslarati.com or via Twitter @Writer_01001101.

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Maria--aka "M"-- is an experienced writer and book editor. She's written about several topics including health, tech, and politics. As a book editor, she's worked with authors who write Sci-Fi, Romance, and Dark Fantasy. M loves hearing from TESLARATI readers. If you have any tips or article ideas, contact her at maria@teslarati.com or via X, @Writer_01001101.

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Tesla ramps up Sweden price war with cheaper Model Y offer

The incentive effectively acts as a manufacturer-funded EV bonus and makes the entry-level Model Y more affordable.

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Credit: Tesla

Tesla has introduced a new 40,000 SEK incentive in Sweden, lowering the price of its most affordable Model Y to a record low. The incentive effectively acts as a manufacturer-funded EV bonus and makes the entry-level Model Y more affordable.

As per a report from Swedish auto outlet Allt om Elbil, Tesla Sweden is offering a 40,000 SEK electric car bonus on the entry-level Tesla Model Y Rear-Wheel Drive variant. The incentive lowers the purchase price of the base all-electric crossover to 459,900–459,990 SEK, depending on listing.

The bonus applies to orders and deliveries completed by March 31, 2026. Tesla Sweden is also offering zero-interest financing as part of the campaign.

Last fall, Tesla launched a new base version of the Model Y starting at 499,990 SEK. The variant features a refreshed design and simplified equipment compared to the Premium and Performance variants. The new 40,000 SEK incentive now pushes the entry model well below the 460,000 SEK mark.

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So far this year, the Model Y remains the most registered electric vehicle in Sweden and the third most registered new car overall. However, most registrations have been for higher Premium-spec versions. The new incentive could then be Tesla’s way to push sales of its most affordable Model Y variant in the country. 

Tesla is also promoting private leasing options for the entry-level Model Y at 4,995 SEK per month. Swedish automotive observers have noted that leasing may remain the more cost-effective option compared to purchasing outright, even after the new discount.

The base Model Y Rear-Wheel Drive offers a WLTP range of 534 kilometers, a top speed of 201 km/h, and a 0–100 km/h time of 7.2 seconds. Tesla lists energy consumption at 13.1 kWh per 100 kilometers, making it the most efficient version of the vehicle in the lineup and potentially lowering overall ownership costs. 

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Tesla China hires Autopilot Test Engineer amid continued FSD rollout preparations

The role is based in Lingang, the district that houses Gigafactory Shanghai.

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Credit: Grok Imagine

Tesla is hiring an Autopilot Test Engineer in Shanghai, a move that signals continued groundwork for the validation of Full Self-Driving (FSD) in China. The role is based in Lingang, the district that houses Gigafactory Shanghai and has become a key testing zone for advanced autonomous features.

As observed by Tesla watchers, local authorities in Shanghai’s Nanhui New City within Lingang have previously authorized a fleet of Teslas to run advanced driving tests on public roads. This marked one of the first instances where foreign automakers were permitted to test autonomous driving systems under real traffic conditions in China. 

Tesla’s hiring efforts come amid ongoing groundwork for a full FSD rollout in China. Earlier reporting noted that Tesla China has been actively preparing the regulatory and infrastructure foundation needed for full FSD deployment, even though the company has not yet announced a firm launch date for the feature in the market.

As per recent comments from Tesla China Vice President Grace Tao, the electric vehicle maker has been busy setting up the necessary facilities to support FSD’s full rollout in the country. In a comment to local media, Tao stated that FSD should demonstrate a level of performance that could surpass human drivers once it is fully rolled out. 

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“We have set up a local training center in China specifically to handle this adaptation,” Tao said. “Once officially released, it will demonstrate a level of performance that is no less than, and may even surpass, that of local drivers.”

Tesla CEO Elon Musk has been quite bullish about a potential FSD rollout in China. During the 2025 Annual Shareholder Meeting, Musk emphasized that FSD had only received “partial approval” in China, though full authorization could potentially arrive around February or March 2026. This timeline was reiterated by the CEO during his appearance at the World Economic Forum in Davos.

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Tesla Model Y outsells all EV rivals in Europe in 2025 despite headwinds

The result highlights the Model Y’s continued strength in the region.

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Credit: Tesla

The Tesla Model Y was Europe’s most popular electric car in 2025, leading all EV models by a wide margin despite a year marked by production transition, intensifying competition, and anti-Elon Musk sentiments. 

The result highlights the Model Y’s continued strength in the region even as Volkswagen overtook Tesla as the top-selling EV brand overall.

As per data compiled by JATO Dynamics and reported by Swedish outlet Allt om Elbil, the Tesla Model Y recorded 149,805 registrations across Europe in 2025. That figure placed it comfortably at No. 1 among all electric car models in the region.

The Model Y’s performance in Europe is particularly notable given that registrations declined 28% year-over-year. The dip coincided with Tesla’s Q1 2025 transition to the updated Model Y, a changeover that temporarily affected output and deliveries in several markets. Anti-Elon Musk sentiments also spread across several European countries amidst the CEO’s work with U.S. President Donald Trump.

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Even with these disruptions, the Model Y outsold its nearest rival by more than 50,000 units. Second place went to the newly launched Skoda Elroq with 93,870 registrations, followed by the Tesla Model 3 at 85,393 units. The Model 3 also recorded a 24% year-over-year decline. Renault’s new electric Renault 5 placed fourth with 85,101 registrations.

Other top performers included the Volkswagen ID.4, ID.3, and ID.7, along with the BMW iX1 and Kia EV3, many of which posted triple-digit growth from partial-year launches in 2024.

While the Model Y dominated individual model rankings, Volkswagen overtook Tesla as Europe’s top EV brand in 2025. Volkswagen delivered 274,278 electric cars in the region, a 56% increase compared to 2024. Much of that growth was driven by the Volkswagen ID.7. Tesla, by contrast, sold 236,357 electric vehicles in Europe, representing a 27% year-over-year decline.

JATO Dynamics noted that “Tesla’s small and aging model range faces fierce competition in Europe, both from traditional European automakers and a growing number of Chinese competitors.”

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Despite intensifying competition and brand-level shifts, however. the Model Y’s commanding lead demonstrates that Tesla’s bestselling crossover remains a dominant force in Europe’s fast-evolving EV landscape.

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