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Thoughts About the Model X from a Model S Owner

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Here’s a little story about my journey to becoming a Model X owner. I started my search for a new car roughly two years ago to replace my aging Acura MDX SUV. Gas prices were at an all time high back then and having a monthly expenditure of $600 for transportation was something I could surely do away with. I did my fair share of research on hybrids in hopes I would eventually choose one as a replacement car, but ultimately dismissed them as an alternative due to the complexities of the powertrain. That was until I ran into Tesla and its Model X. The rest was history.

The Model X Promise

I finally narrowed my search among hybrids and EVs to Tesla’s Model X. The Model S was already available for order at the time and the Model X was still coming soon. I’d driven SUVs for the last 14 years and had an affinity towards them. Needing to survive through the New England winters, while living on a farm with an expanding family, naturally skewed my pursuits for a SUV as it seemed to be the right fit for my lifestyle. Although I had already fallen in love with the Model S, I managed to curb any desires to purchase one and waited patiently on the Model X through much of the second half of 2013 and early 2014.

That was until the Model X delivery estimate began to slip from “early 2014” to “late 2014”, and then again to “second quarter 2015” (it would be postponed yet again later on). I eventually got the hint that the Model X wasn’t going to roll off the production line anytime soon. To make matters worse, my aging SUV was surpassing 200K miles and my kid was becoming of driving age and was to receive the hand-me-down SUV.

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Model S cargo storage

Full-size bike stored in the back of a Model S

I really wanted the Model X but inevitably I started to think about whether the Model S could satisfy my criteria for a new car, as follows:

  1. Must have plenty of room for carrying around luggage, sports gear, bikes, farm stuff, etc.
  2. Something I could drive all year round and has maximum safety
  3. Must have enough room for seven people

I left off the need to have a towing package on my must-have list because in my seven years and 200k miles of ownership on the Acura MDX, I never used its built-in towing capabilities once. The MDX had more than ample space for bikes, which I would place inside the car, and roof mounted equipment using the roof rack.

I watched countless Bjorn Nyland videos and ones from Tesla, so much that I was thoroughly convinced  that the Model S (real wheel drive was the only option at the time) could be driven in the harshest of winter environments.

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My thoughts around owning a seven seater started to dissipate. When my daughter was young, I would haul her and a pack of her friends around in a seven passenger vehicle. But as she grew up and no longer needed rides other than for a few close friends and her boyfriend (sigh), having a vehicle to seat seven became less of a requirement.

And for that reason, I forewent my Model X and ordered the Model S instead during March of 2014. That turned out to be one of the best decisions I’ve ever made in life.

Longing for the Model X

Tesla Model X Signature Series
Despite being happily committed to my Model S as a relatively new owner, I still couldn’t stop myself from thinking about the Model X and ultimately ended up putting down a reservation for one once the Design Studio became available. I had convinced myself that a SUV is what I really wanted from the get go. Perhaps I’d trade my Model S in for the X but I still had time to figure that out.

I had also justified placing a deposit on the Model X because my wife’s SUV, a ML 350 diesel, was starting to experience a lot of mechanical and maintenance issues despite being only 20K miles old (we bought it used). I figured that the X would serve as a great replacement vehicle because frankly I was sick of maintaining her SUV.

Finally, Hello Model X

Nearly two years after I was introduced to the Model X online, I finally witnessed its unveiling, along with the rest of the world, via the Model X online test drive videos. The reactions to it seem generally mixed according to friends that attended the Model X launch event. Don’t get me wrong, the Model X is an amazing and transformative vehicle, but to me I felt that I could not obtain much utility from it over what my Model S is already capable of providing.

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Sure I’d love to have all wheel drive, autopilot, and being able to open falcon wing doors in tight parking spaces, but even those features aren’t radically different than newer versions of the Model S, less the falcon wing doors.

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Model X panoramic windshield

The Model X panoramic windshield is cool although I’m not sure I’d welcome that much sunlight on me while driving. The ‘bio weapon defense mode‘ seems gimmicky to me and a feature that feels cooler to talk about than it would live out in the real world.

The falcon wing doors are amazing and unique but I can’t help but think that its complexity will lead to long term maintenance problems for Tesla. And after all the challenges faced with creating the rad falcon wing doors, they compounded difficulties by creating auto opening front doors. And what about the active rear spoiler? Why is it deployed in all pictures? Will it ever retract?

What surprised me the most during Elon’s 30 minute presentation on the Model X was the amount of time he spent describing the vehicle’s safety rating and air filtration capabilities. Compare this presentation to an Apple product launch event that’s typically packed with detailed specifications and you’re left feeling a bit underwhelmed. Does anyone know the cargo room for the Model X? How wide is it? How tall? How long? What is the max height of the falcon wing doors? Do all the seats fold flat? A car that costs over $132,000 shouldn’t have details as vague as they are.

We caught glimpses of Firmware 7.0 features on the Model X, but there’s still no official word from Tesla that a new interface will be launched with the Model X.

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My Future with the Model X

Electric vehicles are the future and Tesla is clearly leading the way in this new vertical. From the Roadster, to the Model S, and to the Model X, Tesla continues to innovate and redefine what an automobile should be like.

While I still have my Model X reservation, I want to know a lot more about it, touch it and maybe even drive it before I decide on the fate of my reservation. Fortunately, my wife’s SUV started behaving as of late, and I’m also very happy with my Model S. Now is probably not the best time for me to pick up a new Model X, but I can easily see a day when all my cars will be electric powered — and made by Tesla.

"Rob's passion is technology and gadgets. An engineer by profession and an executive and founder at several high tech startups Rob has a unique view on technology and some strong opinions. When he's not writing about Tesla

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Elon Musk

Elon Musk reveals unfortunate truth of Tesla Full Self-Driving development

In a candid reply to a dramatic video of Tesla’s Full Self-Driving (FSD) system averting disaster, Elon Musk laid bare a harsh reality facing autonomous vehicle technology.

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Tesla’s Full Self-Driving suite is one of the most significant technological developments in terms of passenger travel in decades, but it is not all sunshine and rainbows, even with major strides in safety, CEO Elon Musk revealed.

In a candid reply to a dramatic video of Tesla’s Full Self-Driving (FSD) system averting disaster, Elon Musk laid bare a harsh reality facing autonomous vehicle technology.

The clip shows a Model 3 traveling at over 65 mph on a foggy, rain-soaked highway when a pedestrian suddenly steps into traffic.

Full Self-Driving instantly detects the threat and swerves safely, preventing what could have been a fatal collision for both the pedestrian and the driver’s cousin.

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Musk’s response was unequivocal:

“Tesla self-driving saves a lot of lives – the statistics are unequivocal. That doesn’t mean it’s perfect, of course.” Even with a projected 10x safety improvement over human drivers, FSD would still prevent roughly 90% of the world’s approximately one million annual auto fatalities. The remaining 10%—roughly 100,000 deaths—would expose Tesla to relentless lawsuits. Meanwhile, the vast majority of lives saved would go unnoticed. “The 90% who are still alive mostly won’t even know that Tesla saved them. Nonetheless, it is the right thing to do.”

This “unfortunate truth,” as Musk implicitly framed it, highlights a fundamental asymmetry in how society perceives safety technology. Human drivers cause the overwhelming majority of crashes through distraction, fatigue, or error.

Yet when FSD errs, the incident becomes headline news and a courtroom target. Prevented tragedies, by contrast, leave no trace.

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Survivors simply continue their journeys, unaware of the split-second intervention that kept them alive. The result is a distorted public narrative that amplifies failures while rendering successes invisible.

We have seen this through various headlines throughout the years, including the mainstream media’s obsession with only mentioning the manufacturer’s name in the instance of an accident when it is “Tesla.”

Opinion: Tesla Autopilot NHTSA investigation headlines are out of control

The video’s real-world example underscores FSD’s current capabilities. In near-zero visibility, the system’s cameras and neural network reacted faster than any human could, demonstrating the life-saving potential Musk cites.

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Tesla’s latest safety data already shows FSD (Supervised) performing significantly better than the U.S. average, with crashes occurring far less frequently per mile driven.

Still, regulatory scrutiny, liability concerns, and media focus on edge-case failures continue to slow widespread adoption. Musk’s frank admission suggests Tesla is prepared to push forward despite the legal and perceptual headwinds.

As FSD edges closer to unsupervised autonomy, Musk’s post serves as both a progress report and a reality check. The technology is already saving lives today.

The unfortunate truth is that proving it and scaling it responsibly will require society to value statistical lives saved as much as dramatic stories of those lost. In the race toward safer roads, perception may prove as formidable an obstacle as the fog and rain in that viral video.

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Tesla Full Self-Driving v14.3: First Impressions

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Tesla started rolling out Full Self-Driving v14.3 to Early Access Program (EAP) members earlier today, and I had the opportunity to see some of the improvements that were made from v14.2.2.5.

While a lot of things got better, and I truly enjoyed using Full Self-Driving again after being stuck with the widely confusing and frustrating v14.2.2.5, Tesla still has one major problem on its hands, and it has to do with Navigation and Routing. I truly believe those issues will be the biggest challenges Tesla will face with autonomy: the car simply going the correct way, not conflicting with what the navigation says, and taking the simplest and most ideal route to a destination.

Here’s what I noticed as an improvement with my first hour with v14.3. This is not a full review, nor is it reflective of everything I will likely experience with this new version. This is simply what I saw as a noticeable improvement from the past version, v14.2.2.5.

There is also a more streamlined version on X, available at the thread below:

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Yellow Light Behavior is Significantly Better

On v14.2.2.5, I had so many instances of the car slamming the brakes on to stop at a yellow light when it was clearly the safer option to proceed through. There were several times when the car would be about 20 feet from the line, traveling at 15-20 MPH, the light would turn yellow, and it would slam the brakes to stop. I would nudge it through yellow lights constantly because of this by putting my foot on the accelerator.

The instances I’m talking about here would not have been close calls — the car would have likely moved through the intersection completely before the light would turn red.

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On multiple occasions this evening, FSD proceeded through yellow lights safely, without hesitation or any brake stabbing. It was refreshing:

This was a huge complaint with v14.2.2.5. Sometimes, it’s a safer option to go through a yellow light, especially when you have traffic behind you. It’s a great way to get rear-ended.

Parking Performance

I had four instances of parking, and FSD v14.3 really did a flawless job. I was very impressed with how solid it was, but also with how efficiently it moved into the spot. When there was traffic around with past versions, I usually chose to park manually just because FSD took its time getting into a spot. I don’t see that being an issue anymore.

I complained about parking a lot and shared several images on X and Facebook of those examples:

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No issues with it this evening. 4/4. Here are two looks:

Highway Performance

FSD v14.3 passed the five cars shown in this image:

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The sixth was 200-300 yards ahead of the fifth. In v14.2.2.5, FSD would usually stay in the left lane, especially on Hurry and Mad Max. It did not do that, as it instead chose to get back over in the right lane after passing the final car.

Speed was not much of a concern here, even though it was going 21 MPH over. Although it was fast, I did have a line of cars behind me traveling at the same speed, and FSD had just merged about a half mile prior, so I chose to let it continue.

There were no instances of camping in the left lane for extended periods of time. I do want to do more testing with the Speed Profiles because they were in need of some work with the previous version. I am starting to side with those who want a Max Speed setting, which was removed last year.

Navigation and Routing Still Need Work

I was heading back toward where I came from, so I turned “Avoid Highways” on to take a different way. This confused the Routing system, and instead of turning left, then right, as the Routing said, the car turned right, then indicated for another right, basically going in a big rectangle. The car ignored the second right-hand turn and continued straight. I ended up turning “Avoid Highways” off and letting the car pick the same routing option as what took me here.

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I have truly complained so much about Navigation and Routing that I’m starting to feel sort of bad. It is obviously such a massive challenge for some reason, but I am confident it will improve. I recall seeing Tesla hiring someone for this role a few months back, so perhaps there is hope for it to get better.

Smarter Behavior When Approaching Exits/Routing

This probably should be grouped in with Highway Behavior, but I wanted to highlight it on its own.

The highway exit pictured was always frustrating for v14.2.2.5. In the Hurry speed profile, I have seen it try to execute passes on multiple cars with as little as 0.6 miles to spare before taking the exit.

With three cars ahead of it, it chose to reduce speed and just wait until the exit. It was refreshing to see an improvement here, so I hope this behavior persists. Sometimes there’s just no reason to pass when you’re less than a mile from getting off the highway anyway.

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Larger Visibility Warnings

Tesla seems to have increased the size of these “Camera Visibility Limited” warnings. Previously, they were just small thumbnails:

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Stop Sign Behavior

This is probably the biggest improvement of all, because how it behaved at Stop Signs in v14.2.2.5 was so incredibly terrible and disruptive to the flow of a busy intersection.

There are several four-way, all-stop intersections near me. In the past, FSD would stop well behind the Stop Sign or the white-painted line on the road. It would then inch forward, stopping again at this line, essentially making two stops at a single intersection.

If there is visibility, I don’t truly care where FSD stops, as long as it stops once. Stopping twice just isn’t ideal or logical. I can’t imagine many humans would do it, I know I wouldn’t.

I didn’t have that issue this evening:

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This was pretty tight, too, in the sense that both my car and the other one got to the intersection at the same time. FSD may have stopped first, but the other vehicle was probably around the same point that I was when FSD decided to stop. I was happy to see the assertiveness to proceed; it felt like it was ideal to just go through. I was happy it didn’t stop a second time up at the line. I’d be fine if it stopped at the line, as long as that was the only stop it made.

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Tesla Full Self-Driving v14.3 rolls out: here’s what’s new

We are in EAP and will be on the road with v14.3 in the coming hours, so we’ll have a lot of things to discuss over the next few days, especially coming from v14.2.2.5, which I called the most “confusing” FSD release of all time.

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Tesla has officially started rolling out Full Self-Driving v14.3 to Early Access Program (EAP) members, and there are a lot of new improvements.

We are in EAP and will be on the road with v14.3 in the coming hours, so we’ll have a lot of things to discuss over the next few days, especially coming from v14.2.2.5, which I called the most “confusing” FSD release of all time.

Tesla brought out a lot of improvements, according to the v14.3 release notes, which list a vast number of fixes, new features, and new capabilities.

Here’s what Tesla’s release notes for the v14.3 release state:

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  • Improved parking location pin prediction, now shown on a map with a P icon.
  •  Increased decisiveness of parking spot selection and maneuvering.
  • Rewrote the Al compiler and runtime from the ground up with MLIR, resulting in 20% faster reaction time and improving model iteration speed.
  • Enhanced response to emergency vehicles, school buses, right-of-way violators, and other rare vehicles.
  • Mitigated unnecessary lane biasing and minor tailgating behaviors.
  • Improved handling of small animals by focusing RL training on harder examples and adding rewards for better proactive safety.
  • Improved traffic light handling at complex intersections with compound lights, curved roads, and yellow light stopping – driven by training on hard RL examples sourced from the Tesla fleet.
  • Upgraded the Reinforcement Learning (RL) stage of training the FSD neural network, resulting in improvements in a wide variety of driving scenarios.
  • Upgraded the neural network vision encoder, improving understanding in rare and low-visibility scenarios, strengthening 3D geometry understanding, and expanding traffic sign understanding.
  • Improved handling for rare and unusual objects extending, hanging, or leaning into the vehicle path by sourcing infrequent events from the fleet.
  • Improved handling of temporary system degradations by maintaining control and automatically recovering without driver intervention, reducing unnecessary disengagements.

Tesla also listed a handful of future improvements as well:

  • Expand reasoning to all behaviors beyond destination handling
  • Add pothole avoidance
  • Improve driver monitoring system sensitivity with better eye gaze tracking, eye wear handling, and higher accuracy in variable lighting situations

CEO Elon Musk has said that v14.3 could be “where the last big piece of the puzzle finally lands.” We have high expectations for this release because, in a lot of ways, v14.2’s final version was extremely disappointing and seemed to be a regression more than anything.

Nevertheless, Full Self-Driving v14.3 is going to be quite an interesting test, considering this is also the first time Musk has stated it will feel like the car will be “sentient.”

Reasoning will be a bigger piece of the puzzle with this release, although there were some elements of it in v14.2.

Tesla AI Head says future FSD feature has already partially shipped

We plan to travel plenty of miles with it over the next few days, so we’ll keep you posted on what our thoughts are.

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