Tesla's latest FSD Beta update is so good that it should skip the version 12.3 name and go right to v13. That at least, is the opinion of Elon Musk, who has a history of being overly optimistic.
Despite the same release notes as its predecessor, v12.2.1, Elon Musk has emphasized the substantial improvements in this version. It has been released to a select group of employees and customers.
The Promise of FSD Beta v12.3
While release notes for FSD Beta 12.3 mirror those of the previous iteration, Musk's assertion of its importance cannot be understated. Described as a "big release," 12.3 is expected to bring us closer to achieving levels 4-5 of autonomous driving. The core enhancement in v12 lies in the shift towards end-to-end neural networks for vehicle control, moving away from traditional programming methods. This change aims to facilitate more natural, human-like driving behaviors. However, Tesla hacker Greentheonly believes the “end-to-end” nature of v12 may be overstated. Does FSD v12.3 possibly get us one step closer to video in, and (vehicle) controls out?
Selective Rollout and Future Plans
FSD Beta 12.3's deployment remains very limited, much like any of the v12 versions. FSD subscribers in the U.S. and Canada (FSD subscription coming to Canada) are still on the holiday update, the same update from four months ago. Meanwhile, these subscribers are watching a few hand-picked beta testers demonstrate V12.
With this latest FSD Beta reaching only some Tesla employees and several hand-picked customers, it looks like Tesla is back to testing FSD releases with a special group. Just a few months ago, Tesla had two software tracks, the production track which included a stable version of FSD Beta and included the latest Tesla updates, and the “early” FSD Beta track, which had the latest public FSD Beta build but was often 2-3 firmware updates behind.
It looks like Tesla may have wanted to do away with that, but in the process has left all FSD customers on older firmware that doesn’t contain the latest FSD Beta build or the latest features in update 2024.2 or update 2024.8.3.
Maybe Tesla should consider giving customers the choice of development tracks. They already have the “Software Update Preference” setting in the vehicle that allows customers to pick from the “Standard” or “Advanced” software tracks.
FSD Beta: A Journey of Innovation
FSD updates used to be regular with builds often going out every two weeks. However, in the past year, the release cycle has slowed down to just a few FSD Beta updates per year. This extended delay in rolling out v12, which was first demonstrated by Musk last summer, may provide insight into how complex the new system is and how challenging it is for Tesla’s team of engineers. Despite delays and cautious rollouts, Tesla's dedication to refining and advancing its FSD technology remains unwavering.
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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.
— 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.
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
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.
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.
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