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Tesla Autopilot director confirms High Fidelity Park Assist coming for cars with ultrasonic sensors
Arguably the most exciting part of Tesla’s 2023 Holiday Update is the addition of High Fidelity Park Assist. The feature, which allows drivers to see a 3D reconstruction of their vehicles’ surroundings while parking, has long been requested by electric vehicle owners, especially considering the popularity of 360-degree cameras in mainstream vehicles.
So far, however, High Fidelity Park Assist is only available to Tesla’s vehicles that exclusively use Tesla Vision. This means that owners who have cars that are equipped with ultrasonic sensors are yet to receive the function. Fortunately, it appears that plans are underway to release High Fidelity Park Assist to Teslas that are equipped with the company’s older sensor suite.
High-fidelity park assist is shipping this weekend to Tesla customers without ultrasonic sensors as part of the holiday release!pic.twitter.com/MEHL6w003r— Ashok Elluswamy (@aelluswamy) December 17, 2023
This was confirmed by Tesla Autopilot Director Ashok Elluswamy in a recent post on X, the social media platform formerly known as Twitter. While commenting on a video of High Fidelity Park Assist in action, the executive was asked if the feature would also make it to Tesla’s greater fleet. Elluswamy responded in the affirmative, noting that the feature should “eventually go to cars that have ultrasonic sensors as well.”
Elluswamy also provided a pretty comprehensive explanation of the technology behind High Fidelity Park Assist.
“High-fidelity park assist is shipping this weekend to Tesla customers without ultrasonic sensors as part of the holiday release! This replaces the 2D obstacle band that customers had with a high-resolution 3D reconstruction of the Tesla’s surroundings. This is an extension of our Occupancy Network, with much higher resolution to help with tight parking maneuvers.
Yes, it should eventually go to cars that have ultrasonic sensors as well.— Ashok Elluswamy (@aelluswamy) December 17, 2023
“The obstacles are modeled as a continuous distance field. This allows us to represent arbitrary shapes in a smooth and computationally efficient way. The vehicles you see are not some fixed meshes, but the network’s real-time prediction of the shape. In addition to obstacles, we also predict painted lines on the ground, also in 3D. Together, these help perform the full parking maneuver just by looking at this one screen.
“This is the v1 release of this technology, and will have follow up releases that have even better geometric consistency with the cameras, better persistence of occluded obstacles, etc. For now, enjoy parking and happy holidays!!” the Tesla Director wrote.
While the confirmation that High Fidelity Park Assist is coming to Teslas with ultrasonic sensors is welcome news, owners of Teslas that have ultrasonic sensors would probably be wise to exercise some patience. The Autopilot Director, after all, did not provide a target timeframe for the feature’s expanded release, only stating that High Fidelity Park Assist would “eventually” get released to Teslas with ultrasonic sensors as well.
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Elon Musk confirms Tesla Semi will enter high-volume production this year
Musk shared his update in a post on social media platform X.
Elon Musk has confirmed that Tesla will begin high-volume production of the Class 8 all-electric Semi this year.
He shared his update in a post on social media platform X.
Musk confirms Tesla Semi production ramp
Tesla CEO Elon Musk reaffirmed on X that the Semi is finally moving into volume production, posting on Sunday that “Tesla Semi starts high volume production this year.”
The update comes as Tesla refreshed its Semi lineup on its official website, an apparent hint that the program is transitioning from limited pilots into wider commercial deployment. As per Tesla’s official website, two variants of the Semi will be offered to consumers: Standard and Long Range.
The Standard trim offers up to 325 miles of range with an energy consumption rating of 1.7 kWh per mile and a gross combination weight rating of 82,000 pounds. The Long Range version pushes driving range to 500 miles, with Tesla noting a higher curb weight of about 23,000 pounds, likely due to a larger battery pack.
Both trims support fast charging, with Tesla stating that the Semi can recover up to 60% of its range in 30 minutes using compatible charging infrastructure.
Broader Tesla Semi rollout
Tesla has already delivered production Semi units to select partners, including snack and beverage giant PepsiCo as well as logistics behemoth DHL, which confirmed that its truck operates daily in California, traveling roughly 100 miles per day and requiring charging just about once a week.
The company has also partnered with Uber Freight, as noted in a Benzinga report, with Tesla executives previously describing the agreement as a way for fleet operators to experience the Semi’s lower operating and maintenance costs firsthand.
With Musk now publicly committing to high-volume production, the Semi appears poised to move beyond pilot programs and into scaled commercial use, an important step in Tesla’s wider push to electrify heavy-duty and long-range trucking.
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Tesla tops France reliability rankings, beating Toyota for the first time
The milestone was celebrated by CEO Elon Musk on social media platform X.
Tesla has overtaken Toyota to become France’s most reliable car brand in 2025, as per a new nationwide reliability ranking published by Auto Plus magazine.
The milestone was celebrated by CEO Elon Musk on social media platform X.
Tesla tops reliability ranking in France
Tesla ranked first overall in Auto Plus’ 2025 reliability study, surpassing long-time benchmark Toyota across all powertrain types, including gasoline, hybrid, and electric vehicles.
The ranking, published on February 6, 2026, evaluated early problems reported in 2025 on vehicles registered in France since January 1, 2018, with fewer than 150,000 kilometers on the odometer, as noted by a Numerama report. This marked Tesla’s first appearance in the magazine’s reliability rankings, which was enabled by the company’s growing vehicle population in the French market.
According to the publication, Tesla vehicles showed no recurring major defects beyond isolated suspension arm issues, which are covered under the company’s four-year or 80,000-kilometer warranty. Other reported issues were described as minor, including occasional screen glitches and door handle concerns.
Why this ranking differs from earlier criticism
Tesla’s top placement contrasts sharply with past assessments from the German Automobile Club (ADAC), which previously ranked the Model 3 and Model Y low in its technical inspection reports. Auto Plus noted that those inspections were focused heavily on factors such as brake disc wear, which are not necessarily the best benchmarks for overall vehicle reliability.
By focusing instead on real-world reliability data and early ownership issues, Auto Plus’ methodology offered a broader picture of how vehicles perform over time rather than how individual components age under inspection standards. The publication emphasized that electric vehicles, with far fewer moving parts than combustion-engine cars, are not inherently less reliable.
While the ranking supports the case that electric vehicles can match or exceed the reliability of traditional brands, the magazine acknowledged limitations in its analysis. Still, Tesla’s debut at the top of the list underscores how perceptions of EV durability are shifting as more long-term data becomes available in major automotive markets like France.
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Tesla’s Sweden standoff draws UAW support as unions widen pressure campaign
In a post shared on social media, the United Auto Workers stated that it stands with IF Metall workers who are striking against Tesla Sweden.
The United Auto Workers (UAW) has publicly expressed solidarity with Swedish union IF Metall as its strike against Tesla continues, adding international attention to the extended labor dispute in the European country.
UAW supports IF Metall’s strike
In a post shared on social media, the United Auto Workers stated that it stands with IF Metall workers who are striking against Tesla Sweden. UAW Region 8 Director Tim Smith stated that the union fully supports IF Metall’s efforts to secure a collective bargaining agreement with the automaker.
“UAW stands with IF Metall workers on strike against Tesla, fighting for a collective bargaining agreement. UAW Region 8 Director Tim Smith pledged the UAW’s full support and solidarity,” the UAW International Union stated in its post.
IF Metall launched its strike against Tesla Sweden in late 2023 over the electric car maker’s refusal to sign a collective agreement. The action has since been supported by other unions through sympathy strikes affecting ports, logistics, and service operations.
Tesla Sweden has maintained that it complies with Swedish labor laws and offers competitive pay and benefits, though the company has not publicly commented on the UAW’s latest show of support.
Tesla owners get union attention
Pro-union groups in Sweden have recently expanded their outreach beyond Tesla’s facilities and workforce. Activists have begun distributing informational leaflets against the EV maker directly on Tesla vehicles parked across Stockholm, as per a report from Swedish outlet Dagens Arbete.
The yellow slips, designed to resemble parking notices, urge regular Tesla owners to pressure the company into signing a collective agreement. Organizers involved in the effort have argued that the leaflets are intended to simply inform consumers rather than single out individual owners. When owners are present, however, activists stated that they explain the dispute verbally.
Tesla has not issued a public response regarding the leaflet distribution campaign as of writing.