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Elon Musk says your Tesla will start to learn your individual preferences

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Credit: Tesla

Elon Musk said today on X that Teslas will start to learn your individual preferences. This is something that he seemed to hint toward earlier this month when he said parking was by far the biggest reason drivers intervene with Full Self-Driving.

Musk made the comment in response to notable Tesla influencer Whole Mars, who said that his vehicle will sometimes disobey the settings he has enabled for his car. He responded to the post, stating that “The car will start to remember your specific interventions and match each person’s individual preferences.”

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This is something that could be perhaps one of the biggest ways Tesla could minimize or even work closer toward eliminating interventions altogether. While FSD does a lot of things really well, many people intervene a vast majority of the time not due to major or critical safety errors.

Instead, many take over because the car is doing something that they do not like as a preference; it might park in a parking spot that is not preferred by the driver, it might linger too long in the left lane on the highway (a personal favorite), or it could even take a route that the driver does not like.

These all lead to interventions, but they are not triggered by a major safety issue. Instead, it’s just preference.

READ OUR REVIEW OF TESLA’S LATEST FSD VERSION:

Tesla Full Self-Driving v14.3.5 Early Impressions: new features and early performance

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If Teslas could start to learn the personal preferences of the person who owns them, interventions will truly begin to be less frequent. Some of this is already pretty evident, in my opinion. Teslas use a neural network to learn behaviors and accumulate data to improve performance.

For months now, we’ve tracked FSD’s performance at “Except Right Turn” stop signs, something that is very common in Pennsylvania, but many of our readers located in other parts of the U.S. have never heard of. FSD handles one Except Right Turn stop sign very well, one that I travel past frequently. Others that I do not navigate through as often do not have as confident a performance. It seems like the cars might already be doing this to an extent.

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That example is also for something that is a street sign and not necessarily a driver preference; however, I still feel it is worth mentioning because it only handles that commonly passed Except Right Turn stop sign with true confidence. Others it still seems to struggle with.

This could be one of Tesla’s big moves toward full autonomy, and it could be a pathway to truly unsupervised driving. Every day, millions of cars on the road travel at a human driver’s personal preferences with no incident. Why can’t autonomous vehicles still cater to a passenger’s preferences while being autonomous? Tesla seems to have the idea that it would be possible.

Joey has been a journalist covering electric mobility at TESLARATI since August 2019. In his spare time, Joey is playing golf, watching MMA, or cheering on any of his favorite sports teams, including the Baltimore Ravens and Orioles, Miami Heat, Washington Capitals, and Penn State Nittany Lions. You can get in touch with joey at joey@teslarati.com. He is also on X @KlenderJoey. If you're looking for great Tesla accessories, check out shop.teslarati.com

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Elon Musk

SpaceX announces new Starship 13 test flight target date

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SpaceX Starship V3 flight 12
SpaceX Starship V3 flight 12 (Credit: SpaceX)

SpaceX has announced a new target date for the thirteenth test flight of Starship: Monday, July 20, with the launch window opening at 6:45 p.m ET/5:45 p.m. CT.

This is the first rescheduling attempt of Starship’s 13th test flight. It was set to launch last night, but SpaceX scrubbed the launch attempt.

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CEO Elon Musk revealed that some of the engines on Starship did not start, which automatically triggers a launch abort. Two of the Raptor engines will be removed and replaced.

SpaceX officially announced the new launch window this morning.

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Starship’s 13th test launch comes with a few new objectives, but SpaceX does not plan to attempt a catch of the booster, which it has done several times in the past.

For Starship’s Upper Stage, there are some adjustments to ensure engine reusability that will be assessed during the ascent, and 20 operational Starlink V3 satellites are also set to make their way into space. SpaceX also plans to attempt an in-space relight of a single Raptor engine, which is a critical demonstration for future orbital deorbit, refueling, and deep space maneuvers.

Ultimately, it will splash down in the Indian Ocean.

The continuous tests help SpaceX advance the Starship program toward eventual full reusability, operational Starlink V3 deployment, and future missions, which include NASA’s Artemis program.

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SpaceX Starship Flight 13 aborted at Zero and Musk just told us what broke

Four Raptor engines failed to ignite at T-zero, forcing SpaceX to scrub Starship Flight 13 Thursday.

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SpaceX scrubbed the Starship Flight 13 launch attempt Thursday evening at the last possible moment, after four of the Super Heavy booster’s 33 Raptor 3 engines failed to ignite during the startup sequence. The 90-minute window had opened at 6:45 p.m. EDT from Starbase in Boca Chica, Texas, and the countdown had proceeded without issue all day, with more than 11.5 million pounds of liquid methane and liquid oxygen being fully loaded into the rocket before the automated abort triggered. SpaceX’s launch directors posted on X, “Standing down from today’s flight test attempt,” and shut down the livestream shortly after.

Musk confirmed the root cause within hours. “Some of the engines didn’t start, triggering an automatic launch abort,” he wrote on X. “To be confident of a good flight, 2 Raptors will be removed and replaced. Most probable launch timing is early next week.” SpaceX engineers began draining propellant tanks immediately and Booster 20 was rolled back to its hangar for inspection.

SpaceX comes with a slew of changes for Starship Flight 13

 

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The timing adds a layer of significance that did not exist during any of the previous 12 Starship flights. This is the first time SpaceX has attempted to launch Starship since the company made its stock market debut in June, listing under ticker SPCX at $135 per share. Public investors are now watching every Starship outcome in real time, and a last-second abort carries more visibility than it would have six months ago.

Flight 13 was designed to be one of the most consequential tests in the program’s history. It was set to carry 20 Starlink V3 satellites, the first operational payload Starship has ever attempted to deploy. Six of those satellites carried external cameras to photograph Starship’s heat shield from the outside during flight, which would act as a self-inspection approach SpaceX has never attempted before. The mission also needed to complete a Raptor engine relight in space, a step SpaceX skipped on Flight 12 in May after losing an engine during ascent. That Flight 12 booster also flipped 90 degrees off course during its boostback burn when five engines failed to reignite.

SpaceX has not announced an official next launch date. Musk’s “early next week” window points to July 21 or 22 at the earliest, pending the engine swap and a return to the pad.

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Elon Musk’s Texas ranch to showcase the lifelong work that changed the world

Elon Musk is building a product gallery at his Texas ranch spanning his lifelong inventions.

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Concept art of Elon Musk Texas Ranch as rendered via Grok

Elon Musk took to X earlier today, noting “Am putting together a product gallery at my ranch in Texas.” in response to a resurfaced famous quote from JPMorgan CEO Jamie Dimon’s wherein he draw parallels of the Tesla CEO to legendary physicist Albert Einstein.

Dimon made the remark at the World Economic Forum in Davos, Switzerland back in January 2025, telling CNBC at the time, “SpaceX, Tesla, Neuralink, I mean, the guy is our Einstein.” The remark seemingly ended a long-time feud between the two high profile execs.

Tesla CEO Elon Musk has “hugged it out” with JP Morgan CEO

While details are thin about the exact location of Elon Musk’s Texas ranch and any pending projects that would serve as a gallery and homage to his portfolio of  revolutionary product inventions spanning from 1984 to 2025, land acquisition records point to roughly a location of several thousand acres in Bastrop County, east of Austin near the Colorado River and held through an LLC called Horse Ranch LLC that’s managed by Musk’s longtime personal friend and family wealth manager Jared Birchall. Birchall also serves as the CEO of Neuralink.

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Tesla’s “ecological paradise” in Giga Texas may be larger than expected

 

The broader Bastrop County footprint surrounding the ranch has grown significantly. Entities tied to Musk have accumulated approximately 2,000 acres in Bastrop County as of mid-2026, up from 700 acres earlier in the year, with possibly as much as 6,000 acres acquired in total across Bastrop and Travis counties based on deed records.

No completion date for the gallery has been announced and Musk has not confirmed whether it will be open to the public. As Teslarati has reported, SpaceX just completed the largest IPO in history raising $75 billion, a milestone that makes this particular moment in Musk’s career a natural inflection point for looking back at what he has built through the years.

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Starting with Blastar, a simple space shooter game Musk coded at 12 years old and sold to a South African magazine for $500. From there the timeline moves through a commercial career that started with Zip2 in 1995, a city guide software company sold to Compaq for roughly $300 million in 1999. That was followed by X.com in 1999, which merged with Confinity to become PayPal, acquired by eBay in 2002 for $1.5 billion. SpaceX came in 2002, Tesla in 2003, SolarCity in 2006, the Supercharger network in 2012, Neuralink in 2016, The Boring Company in 2016, OpenAI co-founded in 2015, X acquired in 2022, xAI in 2023, Optimus in 2024, the Cybercab in 2026, and most recently SpaceXAI following the SpaceX and xAI merger. The gallery will also likely include items that blur the line between product and cultural artifact, among them The Boring Company’s Not-a-Flamethrower from 2018, Tesla Short Shorts from 2020, and Burnt Hair perfume released under X in 2022.

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