Tesla Autopilot Director Talks About the Future of High Fidelity Park Assist and It Coming to Vehicles With USS

High Fidelity Park Assist in the Holiday Update

RossWynne / EVBaymax

Christmas came early for some Tesla owners thanks to the new High-fidelity Park Assist that was part of the Holiday Update. Ashok Elluswamy, Tesla’s Autopilot Software Director, took to X to show off Tesla’s latest technology, a complete overhaul of the parking experience, blending advanced 3D visualization with real-time environmental mapping.

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

First, the bad news. The new technology is initially available only to customers with Tesla models that do not have ultrasonic sensors. Elluswamy says models with USS will get the new park assist “eventually” - insert your two-week joke here.

Future

Any time more than one sensor is used to create an output it gets more complicated because the output from each sensor won’t match exactly. Ultrasonic sensors are extremely good at what they do and produce extremely accurate output of distances where they’re aimed, but they can also miss things that are lower to the ground or higher up, things that Tesla Vision may be able to see.

It’s not clear whether Tesla will fuse the two sensor outputs into one or whether they’re planning on disabling USS completely when an improved version gets rolled out to vehicles with USS.

Requirements

The requirements for this new feature are still up in the air as well. All the vehicles that have received the new park assist have Tesla’s latest Ryzen-based infotainment CPU (MCU 3), however, we don’t know whether that will be required for these new visualizations.

Enhanced 3D Surroundings Reconstruction

Elluswamy's posts revealed that the new High-fidelity Park Assist is replacing the older 2D obstacle detection system with a sophisticated 3D reconstruction of the Tesla's surroundings. This breakthrough is an extension of Tesla's Occupancy Network, now boasting much higher resolution, thereby aiding drivers in navigating tight parking spots with unprecedented precision. The engineer posted: “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.”

First Release and Upcoming Enhancements

Acknowledging that this is the initial version, Elluswamy teased future updates to the technology. These updates will likely include improved geometric consistency with the cameras and enhanced tracking of occluded obstacles. Even in its emergent stage, this technology significantly improves upon previous parking assistance systems. He stated: “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.”

The visualizations provided by this updated Park Assist system are impressively accurate. The 3D models, which change color based on proximity to the vehicle, offer a new level of awareness and interaction for drivers. This system, which uses vision technology to render 3D models in a way typically associated with LiDAR, is a significant step forward in Tesla's software development.

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Tesla FSD in Europe: June Update

Not a Tesla App

The road to bringing FSD to Europe has been a long and complex one and filled with regulatory and bureaucratic hurdles. Elon Musk, as well as other members of Tesla’s AI team, have previously voiced their grievances with the regulatory approval process on X.

However, it appears that there is finally some progress in getting things moving with recent changes to upcoming autonomy regulations, but the process still seems slow.

Waiting on the Dutch

Elon commented on X recently, stating that Tesla is waiting for approval from Dutch authorities and then the EU to start rolling out FSD in Europe. Tesla is focusing on acquiring approvals from the Dutch transportation authority, which will provide them with the platform they need to gain broader acceptance in Europe. Outside of the Netherlands, Tesla is also conducting testing in Norway, which provides a couple of avenues for them to obtain national-level approval.

The frustration has been ongoing, with multiple committee meetings bringing up autonomy regulation but always pulling back at the last second before approving anything. The last meeting on Regulation 157, which governs Automated Lane Keeping Systems, concluded with authorities from the UK and Spain requesting additional time to analyze the data before reaching a conclusion.

Tesla, as well as Elon, have motioned several times for owners to reach out to their elected representatives to move the process forward, as it seems that Tesla’s own efforts are being stymied. 

This can seem odd, especially since Tesla has previously demoed FSD working exceptionally smoothly on European roads - and just did it again in Rome when they shared the video below on X.

FSD Supervised testing in Rome, Italy

Pending regulatory approval pic.twitter.com/TXh3uQIfrx

— Tesla Europe & Middle East (@teslaeurope) June 12, 2025

DCAS Phase 3

While the approval process has been slow, Kees Roelandschap pointed out that there may be a different regulatory step that could allow FSD to gain a foothold in Europe.

According to Kees, the European Commission is now taking a new approach to approving ADAS systems under the new DCAS Phase 3 regulations. The Commission is now seeking data from systems currently operational in the United States that can perform System-Initiated Maneuvers and don’t require hands-on intervention for every request.

This is key because those are two of the core functionalities that make FSD so usable, and it also means that there may not be a need to wait years for proper regulations to be written from scratch. Now, the Commission will be looking at real-world data based on existing, deployed technology, which could speed up the process immensely.

What This Means

This new, data-driven regulatory approach could be the path for Tesla to reach its previous target of September for European FSD. While the cogs of bureaucracy are ever slow, sometimes all it takes is a little data to have them turn a bit faster in this case.

Alongside specific countries granting approval for limited field testing with employees, there is some light at the end of the tunnel for FSD in Europe, and hopes are that a release will occur by the end of 2025. With Europe now looking to North America for how FSD is performing, Tesla’s Robotaxi results could also play a role.

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Tesla Launches 'TeslaVision' Contest With Big Prizes — See Last Year’s Winner [VIDEO]

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Tesla’s marketing has always been relatively unconventional, relying on word-of-mouth rather than traditional advertising. The passion of the owner’s community is always massive, but it is especially high now with the launch of the Robotaxi network just around the corner.

Tesla is now tapping into that spring of fan creativity and announced the TeslaVision video contest, with some seriously impressive prizes up for grabs.

Announcing the TeslaVision fan video showcase

Tesla owners & supporters have always been able to see our products & mission for what they truly are.

Your word of mouth has made Tesla what it is today.

The OGs will remember that in 2017, we held our first video contest. 8 years… pic.twitter.com/6pPpkqmqOH

— Tesla (@Tesla) June 10, 2025

The Contest

The core of the contest is simple. Create a video that shows how your Tesla gives you more in life. Tesla is looking for submissions that highlight themes of freedom, safety, fun, and convenience.

Prizes

The prizes definitely make this contest worth entering if you’re good with a camera and have some basic video editing abilities.

For North America, the prizes include a brand new Model Y AWD Long Range, alongside an all-expenses-paid trip to Austin for a tour of Giga Texas. The grand prize winner will also be able to custom order their Model Y, allowing them to select their preferred wheels and color.

The two runners-up won’t get a Model Y, but they’ll also enjoy an all-expenses-paid trip to Giga Texas for a tour of the factory.

The travel and tour include lodging in Austin for 2 nights, as well as economy-class round-trip tickets from anywhere in North America. Tesla will also provide a vehicle for use during the trip.

Hopefully, these winners will also have the opportunity to experience the Robotaxi network while they’re in Austin, as it’s expected to be opened to the public later this month.

Project Loveday

For long-time followers of Tesla, this contest may feel familiar. The contest is a direct throwback to the 2017 Project Loveday contest, which was inspired by a letter to Tesla from a 10-year-old aspiring marketer. That contest was won by MKBHD, with his submission below:

How to Enter

If you’re ready to start filming, here are the key pieces of information you’ll need to know:

• Video must be 90 seconds or less

• Video must be uploaded to YouTube with a public URL

• Make a post on X and Instagram tagging “@Tesla” and include the words “TeslaVision contest” in the post.

• Provide links to both social media posts in your submission to Tesla’s form

• Provide your personal details in the form

• You have until July 17th, 2025, or until Tesla receives 10,000 entries, whichever comes first.

You can find the official submission form and all region-specific details on Tesla's website.

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