Tesla's Fleet of Cybertrucks Ready for Launch Event at Gigafactory Texas

By Kevin Armstrong
25 Cybertrucks were spotted at Giga Texas
25 Cybertrucks were spotted at Giga Texas
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Tesla's Cybertruck is finally set to make its grand debut this Thursday, and it appears that the gang is all here. The latest sightings at Tesla's Gigafactory in Texas show an assembly of over 25 Cybertrucks. This fleet, captured by drone pilot and Giga Texas observer Jeff Roberts, is raising the excitement even more for what will be a monumental event.

Distinguishing Production Models from Test Units

Close examination of the spotted Cybertrucks indicates a mix of potential production models and test units. Some vehicles show signs of off-road testing, while others have different builds. They are all quite likely the ones that we have been writing about for months as production models would appear like Bigfoot sightings.

Despite the visible fleet, Tesla has announced plans to deliver only the first ten units at the launch event. This conservative start echoes Tesla's previous product launches, like the Model 3, where initial production was limited. Industry experts suggest a significant ramp-up in the coming year, with projections of substantial delivery numbers 2024.

What to Expect from the Cybertruck

Tesla has been tight-lipped about the final specifications of the Cybertruck. However, leaked details and hints from Tesla's earnings calls, Elon Musk's posts on X, and Joe Rogan's appearance suggest innovative features, like being arrow repellant, and being able to 'crab-walk'.

We also know the truck's towing capacity of 11,000 lbs and a payload of 2,500 lbs. It also has an advanced charging architecture and unique utility elements. These features are expected to set the Cybertruck apart from the truck and the electric truck segments, offering functionality and futuristic design.

Tesla's Strategic Approach to the Electric Truck Market

The Cybertruck launch is not just about introducing a new vehicle; it's about Tesla asserting its position in the electric truck market. The Cybertruck's journey from concept to launch reflects Tesla's commitment to pushing the boundaries of electric vehicle technology and design. The latest Elon Musk biography, written by Walter Isaacson, details many of the behind-the-scenes details of the production of this incredible vehicle.

The sighting of over 25 Cybertrucks at Gigafactory Texas indicates that Tesla is ready to put on a show for the delivery event. The event is scheduled to start at noon PST on November 30.

Is Tesla's Cybercab Using Structured Light? What It Is and Potential Uses

By Karan Singh
Not a Tesla App

During the unveiling of the Cybercab at We, Robot last year, we saw the Cybercab use a strange laser-like lighting system to project an interesting light pattern. It was a rather peculiar projection, and many observers passed over it without wondering too much - perhaps it was just a trick of the show?

But we went back and thought - what is it really? What kind of lighting technology could Tesla be using to accomplish this visual effect, and does it have a purpose? That led us down the rabbit hole of Structured Light, and we think that Tesla could be using this technique for a few different things.

Cybercab’s Autonomy

Unlike other autonomous vehicles, which are often retrofitted with complex and expensive sensor arrays, the Cybercab is purpose-built to be a mass-market autonomous taxi. Because of that, Tesla is using several new techniques to drive down the cost and simplify the vehicle, from the paint-impregnated panels to the easy-to-clean interior.

However, the drive to keep costs down hasn’t stopped Tesla from looking for ways to present a premium and safe product, which has been one of the Engineering and Design team’s goals for a long time.

Tesla’s Robotaxi service is expected to launch in just a couple of months, and the Cybercab itself is slated to be available for customers to buy in late 2026.

The Structured Light

Structured Light is a technique involving the projection of light using a distinct pattern. In particular, it’s a machine vision technique for capturing 3D information. Unlike normal, ‘passive’ cameras that interpret ambient light, structured light actively projects a known pattern, such as lines, grids, or dots, onto the environment.

A camera will then observe how the pattern deforms as it hits objects. By analyzing these distortions, the system can precisely calculate the 3D shape and depth of the scene in front of it. Structured light can generate dense, high-resolution 3D data, which is particularly useful at short ranges.

But is this useful for an autonomous vehicle? Potentially. It offers a close-range means of mapping the environment directly in front of the vehicle, and could theoretically complement the existing camera suite for precise maneuvering in tight spaces. It could also be used for detecting low-lying objects, although this task could be handled by the bumper camera that is arriving on newer Tesla vehicles as well.

Structured Light vs LiDAR

Not a Tesla App

The mention of an active 3D sensor brings to mind LiDAR (Light Detecting and Ranging) - which Elon Musk has repeatedly called a crutch for self-driving. But LiDAR is different than Structured Light - it emits a pulse of laser light and measures the time of flight to generate a 3D point cloud of the environment.

While both involve projecting light, structured light systems require specialized hardware distinct from Tesla's current Matrix LED headlights. Matrix headlights are designed to intelligently block parts of the main beam to prevent dazzling other drivers, using an array of controllable LEDs. 

Structured light, conversely, requires a dedicated projector to cast a specific, known pattern (dots, lines, or a grid) precisely so a camera can analyze its deformation for 3D mapping. Implementing structured light would likely involve adding a new, dedicated projector component - perhaps another Cybercab exclusive feature.

Tesla already uses computer vision to navigate the environment, and adding Structured Light could potentially aid this process for Robotaxi challenges and edge cases, while not deviating from Tesla’s policy to use the same senses that a human uses to drive.

Structured light could be Tesla’s potential intelligent solution to an active 3D sensing system without adopting a more traditional approach like LiDAR.

Other Uses

Beyond the possibility of 3D sensing, could this light projection serve other purposes? Tesla is known for integrating novel new features into its vehicles - sometimes practical, sometimes just for fun. There are a few possibilities here.

Visual Communication - The lights could be used to project information onto a road surface - perhaps showing the vehicle’s intended path, or displaying warnings to pedestrians. It could even project a virtual crosswalk to signal that it is safe for pedestrians to pass.

Passenger Guidance - For a taxi without a driver, guiding passengers on how to approach and use the Cybercab could be useful. A projected welcome mat could show passengers exactly how to get into the Cybercab, reveal which passengers are being picked up, or provide other important information.

Improved Light Shows - We all know Tesla loves the little things in life. The projection could be used for more whimsical Light Shows in the future. We’re sure they’ll have more than just that in mind, though.

Wrapping Up

While we haven’t had any official confirmation that Tesla is using Structured Light, the possibility of the Cybercab using a novel new technology is relatively fascinating. It suggests that Tesla is looking into using its pre-existing tools and features in even more ways - something that they’ve always focused on. Whether this projection is for sensing or communicating, or even just for fun as a light show, we won’t know until Cybercab actually hits production.

Tesla Vehicles to Drive Themselves to Customers by End of 2025 -- Advantages & Potential Issues

By Karan Singh
Not a Tesla App

One idea that consistently comes up when discussing the future potential of FSD is the ability to order a Tesla and have it arrive at your home—completely autonomously.

Picture this: a car rolls off the assembly line at Giga Texas, drives itself to the outbound delivery lot, and merges onto the highway—completely driverless. Its destination? A customer in upstate New York. Along the way, the vehicle independently plans its charging stops, navigates traffic, and drives nonstop, no breaks needed, until it pulls into the buyer’s driveway.

Of course, there’s a lot to consider and break down - but Elon Musk doubled down and said that he intends to have Tesla vehicles deliver themselves autonomously by the end of 2025. We’re sure there are some stipulations to that, but it’s an exciting idea that could save Tesla thousands per vehicle sold.

FSD Unsupervised Deliveries

The core idea is that FSD Unsupervised is nearing completeness, with the upcoming launch of Tesla’s first Robotaxi network slated for June. Once Tesla can demonstrate that Unsupervised driving is safe, it will expand beyond simply transporting passengers from Point A to Point B.

That will include moving vehicles from factory to consumer, which will vastly streamline Tesla’s delivery process - and really make a statement about how far Tesla is ahead of the competition.

Reduced Delivery Costs

One of the biggest keys for Tesla throughout its history has been its ability to drive down costs. Delivery costs add to the price of a vehicle, and it’s not just the price of transporting the vehicle, but the cost of the whole delivery experience — delivery center and personnel included.

Instead, if a future Tesla drives itself directly to the consumer, Tesla can further reduce the price of its vehicles or improve its profits.

Improved Customer Experience

Money aside, the real game-changer is that no other vehicle delivery experience will come close to Tesla’s. What other brand will be able to deliver a car that drives itself to your home—straight from the factory?

Having a vehicle deliver itself can also provide other benefits, such as faster delivery times for customers. The customer also won’t need to drive to a delivery center to pick up their vehicle. The vehicle would go directly from the factory to the customer without any steps in between.

There’s something undeniably futuristic about getting a notification on your phone, glancing outside, and seeing your brand-new Tesla autonomously pulling into your driveway.

Limitations

Of course, with any new process or feature - there will be limitations and hurdles for Tesla to address, and these will take time and effort.

Let’s discuss some of the hurdles Tesla will need to solve.

Charging Infrastructure

Besides achieving true autonomy, another big challenge will be charging infrastructure. No Tesla can currently plug itself in at a Supercharger - they’ll need access to the upcoming V4 Superchargers with Wireless Charging to take on a road trip autonomously.

That will be a challenging rollout in the initial few years, especially as Tesla hasn’t been actively replacing older V2 Supercharger sites just yet - and is instead focusing on deploying new ones. We imagine that the rollout of wireless charging will likely also be limited, and it is likely that only Tesla’s more premium vehicles and Robotaxis will receive wireless charging compatibility.

Autonomy Policies / Geographic Limitations

Tesla has been consistently hamstrung by red tape, and unsupervised deliveries will also be a massive hurdle to clear with many states and provinces, as well as at the federal level. That will be an implicit challenge for Tesla in the infancy of the Robotaxi network as well, but once approvals spread wider, we can see these restrictions being lifted and relaxed.

Mileage and Damage

One item that could be a sticking point for customers is mileage and damage. If your brand-new vehicle was damaged on its trip over, what would you do? You’d have to take it from your driveway right to the Service Center, effectively invalidating the entire experience.

Of course, many people will also want to see a low odometer on arrival of a brand new, fresh-from-factory vehicle - and that’s understandable. Having a car arrive with several hundred or even a thousand miles of wear and tear on the tires and paint could be a big negative as well.

What Is Likely to Happen

We think that Tesla will continue to ship vehicles longer distances - but perhaps once they’re offloaded at your local Service Center, an employee taps a button, and begins the self-delivery process. That eliminates many of the above problems we’ve outlined, including charging and additional mileage, while keeping many of the advantages intact.

For any customers who order a Tesla in Austin later this year, it’s possible Tesla could have the vehicle delivered directly to you.

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