Author | Dexin

Editor | Wang Bo

On February 18, Tesla announced on X that the first production Cybercab had officially rolled off the line at its Giga Texas factory. As the announcement coincided with the second day of the Chinese Lunar New Year and Tesla did not launch a large-scale promotional campaign, the news did not generate significant attention in China.

However, when viewed within the context of Tesla's product and technological evolution over the past few years, this marks a critical milestone: the vehicle—without a steering wheel, pedals, and designed almost entirely for Robotaxi operations—has finally transitioned from concept to production.

Previously, Elon Musk had announced on multiple occasions that mass production of the Cybercab would begin in April.

Currently, Tesla's Robotaxi fleet testing primarily involves the Model Y, with validation underway in regions such as Austin, Texas, and the Bay Area, California. According to Tesla's previously announced timeline, its Robotaxi fleet will continue to expand to more cities in the first half of the year. The Cybercab represents a key piece in scaling this system.

Even Musk admits that initial production ramp-up will be extremely challenging, but it represents Tesla's most crucial bet on the next phase of autonomous driving commercialization.

Throughout Musk's business empire, his rocket company SpaceX is set to go public this year. SpaceX has already merged with xAI, with the combined company valued at $1.25 trillion. In January, Tesla disclosed a $2 billion investment in xAI. Over the next three years, rockets, AI large models, and Robotaxi will serve as the core growth engines of Musk's business empire; extending the timeline further, the Optimus robotics business will also play a role.

In the automotive industry, Tesla is the first company to so clearly advance along this path: starting with L2 assisted driving, adopting a vision-based, lidar-free technical approach, and moving toward L4-level Robotaxi operations.

In terms of product form, the Cybercab is one of the few vehicle models specifically designed for Robotaxi operations from the ground up, following the Waymo Zeekr RT and Cruise Origin. The difference is that Tesla is an automaker with large-scale production capabilities while also controlling the entire chain from algorithms and vehicles to operational networks.

Musk has even envisioned a future where, when owners are not using their vehicles, they can connect them to the Tesla network, allowing the cars to "work and earn money on their own." If this model proves viable, it could fundamentally transform the automotive business logic.

Before the Cybercab enters full-scale mass production, let's revisit the most fundamental questions: How was this vehicle designed, and how was it manufactured?

I. A 'Three-Nothings' Vehicle That Breaks with Tradition

Due to the rapid advancement of AI, the Cybercab's debut at the "We, Robot" event in October 2024 already seems distant.

The event lasted just over half an hour. Tesla prepared around 20 prototypes for attendees to briefly experience and announced that the Cybercab would enter mass production in 2026. At the time, the announcement drew significant attention, but afterward, few truly believed that Musk's "overly aggressive" vision could reach mass production in less than two years.

From the outset, the Cybercab was not a product built on traditional automotive logic. It has no steering wheel, no pedals, and no traditional side mirrors—a true "three-nothings vehicle" that eliminates all human-driving fallback options, placing full trust in machine perception, onboard computation, and end-to-end neural networks.

From a design perspective, the Cybercab continues Tesla's increasingly distinct minimalist and futuristic aesthetic of recent years.

The vehicle's silhouette features sharp, angular surfaces reminiscent of the Cybertruck, but it is lower, more compact, and lighter—resembling an "urban shuttle tool."

Most publicly visible Cybercabs currently sport a striking bright gold exterior, a highly recognizable color. This finish is not achieved through traditional painting or the stainless steel used on the Cybertruck but through a new process called Paint-Infused Plastic. Simply put, the body panels are made of polyurethane plastic, with color directly "injected" during the molding process. The benefits are clear: a lighter body, simpler manufacturing, and lower costs.

If the exterior represents stylistic "aggression," the cabin design nearly redefines what a "vehicle" is.

The Cybercab retains only two front seats, with no rear seating.

This means that, at least in this generation, the vehicle does not emphasize multi-person transport but rather serves as a mobility terminal focused on dual-occupant travel, short-distance shuttles, and experiential use. It is not a general-purpose vehicle designed to meet all needs but a highly specialized Robotaxi product.

Its doors feature electrically powered butterfly doors that open upward, a highly distinctive design. From an operational perspective, automatic doors are also necessary. Waymo, for instance, faced a specific issue after order volumes increased: some passengers failed to close the doors properly when exiting, preventing the vehicle from accepting new rides and even causing traffic disruptions when parked roadside .

While Robotaxi may seem like a high-tech product, operational efficiency often hinges on minute engineering details.

The most prominent feature inside the cabin is a 20.5-inch touchscreen located centrally in the front row. This serves as the primary interface for user-vehicle interaction. With the elimination of the steering wheel and pedals, the relationship between passengers and the vehicle begins to resemble that of a user and a smart device.

Beyond this, the Cybercab features almost no superfluous design elements. Tesla's explanation for its minimalist interior is to allow passengers to relax fully or focus on their own activities.

In terms of specifications, the Cybercab does not follow the "high-performance electric vehicle" path of endless competition. Compared to consumer-focused models emphasizing handling and acceleration, it prioritizes efficiency and cost.

Public information indicates that it uses a single-motor rear-wheel-drive setup, with moderate power output; the battery pack is relatively small (35–60 kWh), with the core goal of achieving high-frequency urban operations with lower energy consumption.

II. Tesla Robotaxi's Three Pillars: AI, Engineering, and Manufacturing

If the Cybercab is a "reinvented" vehicle, its realization is not due to a sudden stroke of genius by Musk but rather the parallel advancement of three internal tracks at Tesla: AI software, vehicle engineering, and production manufacturing.

First is AI. Within Tesla, the key figure leading this effort is Ashok Elluswamy, Vice President of AI Software.

He was an early member of the Autopilot team and now oversees a broader range of AI software work, including FSD, Robotaxi, Optimus, and the development of foundational models. In a sense, his team controls the "brain" of the Cybercab.

Why insist on a pure vision-based approach? At an academic conference in January, Ashok made a clear argument: "By 2026, autonomous driving will no longer be a sensor problem but an AI problem. Cameras already provide sufficient information; the key lies in extracting the needed information from the images."

Consumer vehicles use FSD (Supervised), while Robotaxi employs a more aggressive unsupervised variant. However, with FSD V14, Tesla renamed the onboard UI from "Full Self-Driving (Supervised)" to simply "Self-Driving." Chinese media and automakers who experienced FSD in the U.S. this year likely noticed this change.

Musk mentioned this month that v14.3 is currently in testing. This version will significantly increase model scale and introduce a more powerful inference architecture. Ashok and his team emphasize that v14.3 will further integrate the AI paths of FSD and Robotaxi, bringing the system closer to a "real-world intelligent agent."

For Robotaxi to become a scalable business, advanced autonomous driving technology alone is insufficient—it must also be built on affordable per-unit costs and an efficient manufacturing system.

This brings us to the second track: engineering.

In Walter Isaacson's *Elon Musk*, a pivotal debate during the Cybercab's conception is recounted: Musk initially insisted that Tesla's next platform should serve only Robotaxi, eliminating steering wheels and pedals entirely (hence the cancellation of the Model S and Model X updates).

However, Chief Designer Franz von Holzhausen and Vehicle Engineering Head Lars Moravy ultimately convinced him, demonstrating that the new platform could support two entirely different product forms—one a pure Robotaxi, the other a low-cost model targeting the broader market.

The significance of this debate lies in revealing that the Cybercab is not merely a product of Musk's personal vision but the result of collaboration between design, engineering, and AI to find a realistic path for an extremely aggressive goal.

Franz oversees the design language and overall product form, while Lars handles vehicle engineering, chassis structure, and manufacturing feasibility. The Cybercab's highly minimalist form is not the result of a sudden designer's inspiration but rather the enablement of new product logic by the entire engineering framework.

Finally, manufacturing brings us to Tesla's "Unboxed Process," which has been discussed in manufacturing circles in recent years.

Although Tesla already uses modular technologies like gigacasting, the Unboxed Process takes production a step further—essentially breaking the vehicle into several large modules, which are built in parallel and then assembled. For example, the vehicle is divided into a front module, rear module, chassis/battery module, and exterior body panels, all produced concurrently at different stations rather than sequentially along a single long assembly line.

Tesla's approach aims to build vehicles faster and at lower cost, but implementation is highly challenging. The new system demands extreme synchronization of module timings, requiring precise, sequential assembly at the final stage to avoid bottlenecks.

During last year's Q1 earnings call, Lars stated, "Unboxed is the basis for our Cybercab manufacturing process." This is precisely what enables the Cybercab to achieve low manufacturing costs and high automation levels. He also mentioned that the team had spent the past year validating precise assembly of large sub-assemblies, aluminum structure corrosion resistance, seam sealing, and early crash testing.

Musk's expectations for Cybercab production are clear: an excruciatingly slow initial ramp-up, followed by rapid S-curve growth, ultimately achieving "insanely fast" and "super high volume" production.

III. Tesla vs. Waymo: A Clash of Two Approaches

Tesla and Waymo represent two entirely different solutions for Robotaxi.

By the end of 2025, Waymo's weekly paid rides exceeded 450,000, with order volumes in San Francisco surpassing Lyft last year and trailing only Uber. Waymo aims to double this figure to 1 million weekly rides by the end of 2026.

Last year, Ashok compared Tesla and Waymo directly on Indian blogger Gobinath's podcast.

He stated that technically, Waymo is already in operation, and Tesla may lag by roughly two years. However, he believes Tesla's approach is closer to the essence of "human driving" (relying on vision + brain). Once Tesla crosses a certain threshold, its cost advantages will enable exponential expansion, while Waymo will remain constrained by high costs. Indeed, Waymo's 2026 expansion target is only a doubling.

Tesla's current operations in San Francisco and Austin are far from perfect. Most publicly available Tesla Robotaxi rides still involve safety drivers. While the Cybercab is designed without a steering wheel and uses wireless charging, some test vehicles have been spotted with wired charging ports and temporary steering wheels for testing and debugging.

Videos from bloggers have also captured occasional "glitchy" moments, such as brief hesitations, sudden braking, or the need for human intervention.

The Cybercab's form factor itself indicates that Tesla is still transitioning from "technology validation" to "business model validation." While its design is already a product fully defined for driverless mobility, it must still overcome technical, engineering, manufacturing, and regulatory hurdles before achieving stable, large-scale operations.

Ultimately, the Cybercab's significance lies not in the removal of the steering wheel or its futuristic appearance. Its true audacity lies in Tesla's first attempt to integrate "autonomous driving + low-cost manufacturing + platform-based operations" into a single vehicle.

Over the past decade, many companies have proven that Robotaxis can operate; in the coming years, Tesla aims to prove that Robotaxis can not only operate but also be mass-produced and replicated in the manner of the automotive industry.

If this succeeds, the ultimate competition in the automotive industry may no longer be about who is better at selling cars, but who is better at building 'cars that can earn money on their own'.