Tesla has released vision Park Assist with Tesla update 2023.6.9
@EVBaymax & @ManZoneBeer
Tesla has unveiled the Vision Park Assist feature with its new software update, version 2023.6.9 for non-FSD Beta vehicles. This cutting-edge feature employs the car's cameras to measure distances to nearby objects, offering users valuable parking assistance.
When Tesla removed ultrasonic sensors (USS) from their vehicles six months ago, some owners expressed concerns regarding the loss of parking assistance. In response, Tesla embarked on the transition towards a vision-based solution, culminating in the introduction of Vision Park Assist.
Accuracy of Park Assist
Twitter user @EVBaymax couldn’t wait till morning to test out the new Vision Park Assist feature. Equipped with his Model 3 and a measuring tape, @EVBaymax put the new technology to the test and shared it all on Twitter, providing some valuable insight into its performance. In one video, he said, “super-impressive what Tesla has been able to do. This is… Wow! I’m impressed.” @EVBaymax was showing the car within an inch or two of what the reading said inside the car.
However, he did spot something less impressive. When shifting into drive or reverse after being parked for a few minutes, a message pops up that says: Park Assist is Loading. That load took 6-8 seconds as the system recalls what was around it before it was parked. The time is quite a lag compared to the USS-enabled systems. @EVBaymax is hopeful this is addressed. However, the vehicle did eventually load the data it had before it was turned off, showing the same distance to the curb that was in front of it, even though the curb was out of view of the cameras.
Several online videos show a significant difference in readings between USS and Vision. USS mostly displays smooth readings with straight edges, but vision does not display many straight lines. When backing up to a curb, @EVBaymax notes that the line representing the curb is “squiggly and is moving.”
Availability
Although Park Assist was initially included in FSD Beta 11.3.2 and limited to North American markets, Tesla is rolling out Park Assist to additional markets with update 2023.6.9.
Currently, the Vision Park Assist feature is compatible with Model 3 and Model Y vehicles. Users also have the option to turn off Park Assist if they prefer, just like owners with USS. This innovative technology offers 360-degree detection, instead of just front and rear, as highlighted in our previous article.
Park Assist Detecting a Curb
One of the advantages of vision-based Park Assist is the ability to detect objects on the side of the vehicle. @EVBaymax does a great job illustrating that in this video below.
At this time, it appears that vehicles with ultrasonic sensors still offer a higher level of accuracy, however that could depend on the height of the object and the type of object itself.
Vision Park Assist does not currently apply to vehicles with ultrasonic sensors. However, since Vision Park Assist does provide some advantages over its hardware-based version, it'll be interesting to see if Tesla incorporates it into all vehicles in the future as the feature matures.
As more Tesla owners install and utilize Vision Park Assist, the feature is expected to improve. The company will use the collected data to enhance distance estimates, aiming for accuracy on par with sensor-based systems.
Tesla's Vision Park Assist offers visual and auditory alerts for objects in the vehicle's surroundings, utilizing the occupancy network to generate high-definition object outlines. However, it is essential to remember that this feature should be treated as guidance, not as a substitute for an attentive driver.
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In a new video posted to X, Tesla is showing the progress of its first Lithium Iron Phosphate (LFP) cell manufacturing factory in North America. The facility, located in Sparks, Nevada, will be used to produce LFP battery cells for Megapacks and Powerwall.
However, the implications of this new factory extend beyond Tesla Energy. By on-shoring the production of these cost-effective batteries, Tesla is not only securing its energy supply chain but also opening the door to potentially reintroducing LFP-based vehicles in North America.
Nearing completion of our first LFP cell manufacturing factory in North America pic.twitter.com/OLNRWajz4l
The immediate beneficiary of the new Nevada LFP facility is Tesla’s Energy division. LFP chemistry is ideal for stationary storage products like Megapack and Powerwall. It offers a very long life cycle, is extremely thermally stable and safe, and is significantly cheaper to produce than nickel-based batteries, partly because it contains no cobalt.
Until now, Tesla has relied on suppliers like CATL in China for these cells. A dedicated, domestic supply will enable Tesla to dramatically ramp up Megapack production to meet North America’s increasing demand for grid-scale energy. On the other hand, Megafactory Shanghai continues to utilize CATL’s LFP batteries and will support the rest of the world.
Tesla first revealed that they were planning to onshore LFP production in North America at the Q1 2025 Earnings Call, which will help them avoid costs, innovate in new technology, and insulate themselves from geopolitical supply chain risks.
A Potential Return for LFP Vehicles?
Another exciting application for Tesla is what this new factory means for Tesla’s budget-oriented lineup. For years, Tesla has been constrained in its ability to offer LFP-based vehicles in North America. While LFP packs are used in other markets for specific standard-range RWD vehicles, tariffs on important Chinese cells made it difficult to import these cells for use in North America.
With a domestic supply of LFP cells produced in Nevada, this tariff-related barrier will be mostly eliminated, pending the sourcing of lithium from a North American site. This is likely to lead to the reintroduction of LFP-based vehicles to the North American market, possibly in late 2026 or 2027.
An American-made LFP pack could lead to a more affordable base Model 3 or Model Y, or potentially help Tesla cut costs on the next-generation Affordable Model even further. This helps to give customers a lower-cost entry point without sacrificing a lot of range, and with the added benefit of being able to regularly charge to 100%.
Mega Nevada
With Mega Nevada now progressing well, Tesla is in an excellent position to continue iterating on its vertical integration and scaling Megapack and Powerwall—two of Tesla’s fastest-growing businesses—further. There are tons of benefits for consumers in the future as Tesla continues down this path, with more affordable Powerwalls for the home, cheaper electricity prices thanks to grid-forming Megapacks, and cheaper LFP vehicles.
The next major upgrade for Tesla’s in-car experience is pretty much already here - just hiding beneath the surface, awaiting the flick of a switch. According to new details uncovered by Tesla hacker Greentheonly, a fully functional version of the Grok conversational AI assistant is already present in recent firmware builds, just waiting for Tesla to activate it.
The feature, which is currently behind a server-side switch, could be enabled at any time by Tesla for vehicles running update 2025.20 and newer. The findings provide a better picture of what we already learned from Green’s breakdown on Grok last month.
Grok’s Requirements
@greentheonly on X
According to what Green determined from the latest software builds, the foundation for Grok was laid with update 2025.14, with more abilities and functionality added in 2025.20 to flesh it out. He also determined exactly which vehicles will be receiving Grok.
In terms of hardware, any vehicle with a Ryzen-based infotainment computer will receive Grok. This means that vehicles with the older Intel Atom processor will not be supported, at least initially. The underlying Autopilot hardware is not a factor, as Grok’s processing is not done in-vehicle.
Grok will also require premium connectivity or a Wi-Fi connection for the vehicle. At this point, we’re not sure whether Grok in your Tesla will also require you to sign up for SuperGrok, X Premium, or X Premium+, but Tesla is requiring you to sign into your Grok account. It’s just not clear whether the free version of Grok will work, or if you’ll need the premium version.
Grok User Experience
@greentheonly on X
Green also revealed the user interface for Grok for the first time. You’ll find many of the same features from the Grok app, but surprisingly, it looks like it’ll have a dark UI, even if you’re using light mode in your vehicle.
It appears that there will be a Grok app, likely for settings. However, Grok will largely operate in a modal, similar to voice commands, which are displayed near the bottom left corner of the screen.
There’s an on-screen microphone button, as well as drop-down menus for the voice and type of assistant you’d like to use.
Similar to the Grok app currently on mobile devices, you’ll be able to select from a set of voices and then define their personality. The available voices for now are the standard Ara (Upbeat Female), Rex (Calm Male), and Gork (Lazy Male).
There’s also a settings button, which, when expanded, allows you to enable or disable NSFW mode (including swearing and adult topics), as well as a Kids Mode, which will tone Grok down to be suitable for when kids are in the car.
@greentheonly on X
How Grok Will Work (Button / Wake Word)
Users will be able to activate Grok by pressing a button, likely the same one that activates voice commands today. Grok will then remain enabled for the duration of your conversation, allowing you to go back and forth, asking and answering questions. To end your conversation, you’ll press the mic button again.
While it doesn’t appear to use a wake word yet, Green says that some code refers to a wake word, so it’s possible that this could be an option Tesla plans to activate in the future.
Replacing Voice Commands
The most significant implication of Grok’s future integration is in its potential to fully replace the existing and relatively rigid voice command system. Green notes that internally, this feature is part of the car assist module, and that eventually, the plan is for Grok to take over car control functions.
Unlike the current system, which requires specific phrases, a true conversational AI like Grok can understand natural language. This will enable more intuitive requests, completely changing how drivers interact with their car.
Language Support
@Greentheonly/X
Grok will also launch with multi-language support, similar to its current abilities in the Grok app. Green says that it already appears to have support for English and Chinese and one or two other languages.
Release Date
Grok appears ready to go from a vehicle standpoint, but Green wasn’t able to actually test it out. While development appears to be nearly complete in the vehicle, Tesla and xAI may still be working on some server-side changes to better integrate with the vehicle. If they plan for Grok to replace voice commands on day one, then it’ll need to be trained and be able to execute a variety of vehicle commands.
It’s possible Tesla is actively testing Grok or adding server-side changes to replace voice commands. However, it looks like vehicle development is nearly complete and Grok could launch as soon as the next major Tesla update, which is expected to be update 2025.24.
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