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Tesla reveals it is spending drastically more money on R&D
Tesla is spending drastically more money on Research and Development for its vehicles and other technologies like battery cell development, it revealed in a 10-Q filing with the SEC. However, the most expensive portion of the increase in R&D expenditures came from drastic growth in employee and labor-related expenses as Tesla’s workforce continues to grow. Still, the redesign of the Model S and X, along with the development of proprietary battery cells, also contributed to the exponential growth in money spent.
Tesla is one of the fastest-growing companies in the world. It is already the most valuable car company in existence, and as the electric automaker expands its footprint to other countries and regions, it is hiring a vast number of new people to handle any responsibility. From executives to production workers, Tesla is hiring in nearly every facet of its business, and its expenses are growing as a result.
Expenses in R&D increased $342 million, or 106% in Q1 2021 compared to Q1 2020. Tesla attributes the increase in R&D costs to a growth in the employee workforce, including anything from more people working at the company to an appreciation of the stock price.
Tesla wrote:
“R&D expenses increased $342 million, or 106%, in the three months ended March 31, 2021, as compared to the three months ended March 31, 2020. The increase was primarily due to a $147 million increase in employee and labor related expenses due to an increase in headcount and increased payroll taxes related to appreciation of our stock price.”
Earlier this month, we reported that Tesla’s workforce had grown considerably, according to the 10-K filing it released with the SEC. The workforce increased by 22,651 total full-time employees in 2020 compared to 2019, and the number continues to expand as Tesla opens more factories, service centers, and showroom locations globally.
Tesla’s Fremont factory workforce is growing and the automaker is preparing for it
Past the increased workforce and overall company growth, a significant amount of money was pumped into expensed materials. These expenditures contributed to the “expanding product roadmap,” which included the redesigned and refreshed Model S and Model X, along with the 4680 battery cell project that Tesla has been working on.
Tesla recorded “a $122 million increase in R&D expensed materials and outside services and a $60 million increase in stock-based compensation expense. These increases were to support our expanding product roadmap, such as the new versions of Model S and Model X and technologies including our proprietary battery cells.”
The percentage of expenses due to the increased revenue increased from 5 to 6% Year-over-Year, but the increased expenditures were offset by “an increase in total revenues from expanding sales,” Tesla said.
Tesla has shown it funnels plenty of money into its products and aims to improve product functionality through internal expenditures. For years, Elon Musk has stood by his strategy not to hold a budget for advertising but instead funnel that money into the product itself. “Other companies spend money on advertising & manipulating public opinion, Tesla focuses on the product,” Musk said.
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Tesla hiring Body Fit Technicians for Cybercab’s end of line
As per Tesla’s Careers website, Body Fit Technicians for the Cybercab focus on precision body fitment work, including alignment, gap and flush adjustments.
Tesla has posted job openings for Body Fit Technicians for the Cybercab’s end-of-line assembly, an apparent indication that preparations for the vehicle’s initial production are accelerating at Giga Texas.
Body Fit Technicians for Cybercab line
As per Tesla’s Careers website, Body Fit Technicians for the Cybercab focus on precision body fitment work, including alignment, gap and flush adjustments, and certification of body assemblies to specification standards.
Employees selected for the role will collaborate with engineering and quality teams to diagnose and correct fitment and performance issues and handle detailed inspections, among other tasks.
The listing noted that candidates should be experienced with automotive body fit techniques and comfortable with physically demanding tasks such as lifting, bending, walking, and using both hand and power tools. The position is based in Austin, Texas, where Tesla’s main Cybercab production infrastructure is being built.
Cybercab poised for April production
Tesla CEO Elon Musk recently reiterated that the Cybercab is still expected to start initial production this coming April. So far, numerous Cybercab test units have been spotted across the United States, and recent posts from the official Tesla Robotaxi account have revealed that winter tests in Alaska for the autonomous two-seater are underway.
While April has been confirmed as the date for the Cybercab’s initial production, Elon Musk has also set expectations about the vehicle’s volumes in its initial months. As per the CEO, the Cybercab’s production will follow a typical S-curve, which means that early production rates for the vehicle will be very limited.
“Initial production is always very slow and follows an S-curve. The speed of production ramp is inversely proportionate to how many new parts and steps there are. For Cybercab and Optimus, almost everything is new, so the early production rate will be agonizingly slow, but eventually end up being insanely fast,” Musk wrote in a post on X.
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Swedish unions consider police report over Tesla Megapack Supercharger
The Tesla Megapack Supercharger opened shortly before Christmas in Arlandastad, outside Stockholm.
Swedish labor unions are considering whether to file a police report related to a newly opened Tesla Megapack Supercharger near Stockholm, citing questions about how electricity is supplied to the site. The matter has also been referred to Sweden’s energy regulator.
Tesla Megapack Supercharger
The Tesla Megapack Supercharger opened shortly before Christmas in Arlandastad, outside Stockholm. Unlike traditional charging stations, the site is powered by an on-site Megapack battery rather than a direct grid connection. Typical grid connections for Tesla charging sites in Sweden have seen challenges for nearly two years due to union blockades.
Swedish labor union IF Metall has submitted a report to the Energy Market Inspectorate, asking the authority to assess whether electricity supplied to the battery system meets regulatory requirements, as noted in a report from Dagens Arbete (DA). The Tesla Megapack on the site is charged using electricity supplied by a local company, though the specific provider has not been publicly identified.
Peter Lydell, an ombudsman at IF Metall, issued a comment about the Tesla Megapack Supercharger. “The legislation states that only companies that engage in electricity trading may supply electricity to other parties. You may not supply electricity without a permit, then you are engaging in illegal electricity trading. That is why we have reported this… This is about a company that helps Tesla circumvent the conflict measures that exist. It is clear that it is troublesome and it can also have consequences,” Lydell said.
Police report under consideration
The Swedish Electricians’ Association has also examined the Tesla Megapack Supercharger and documented its power setup. As per materials submitted to the Energy Market Inspectorate, electrical cables were reportedly routed from a property located approximately 500 meters from the charging site.
Tomas Jansson, ombudsman and deputy head of negotiations at the Swedish Electricians’ Association, stated that the union was assessing whether to file a police report related to the Tesla Megapack Supercharger. He also confirmed that the electricians’ union was coordinating with IF Metall about the matter. “We have a close collaboration with IF Metall, and we are currently investigating this. We support IF Metall in their fight for fair conditions at Tesla,” Jansson said.
News
Tesla HW4.5 spotted in new Model Y, triggers speculation
Owners taking delivery of recent Model Y builds have identified components labeled “AP45.”
Tesla’s Hardware 4.5 computer appears to have surfaced in newly delivered Model Y vehicles, prompting fresh speculation about an interim upgrade ahead of the company’s upcoming AI5 chip.
Owners taking delivery of recent Model Y builds have identified components labeled “AP45,” suggesting Tesla may have quietly started rolling out revised autonomy hardware.
Hardware 4.5 appears in new Model Y units
The potential Hardware 4.5 sighting was first reported by Model Y owner @Eric5un, who shared details of a Fremont-built 2026 Model Y AWD Premium delivered this January. As per the Model Y owner, the vehicle includes a new front camera housing and a 16-inch center display, along with an Autopilot computer labeled “AP45” and part number 2261336-02-A.
The Tesla owner later explained that he confirmed the part number by briefly pulling down the upper carpet liner below the Model Y’s glovebox. Other owners soon reported similar findings. One Model Y Performance owner noted that their December build also appeared to include Hardware 4.5, while another owner of an Austin-built Model Y Performance reported spotting the same “AP45” hardware.
These sightings suggest that Tesla may already be installing revised FSD computers in its new Model Y batches, despite the company not yet making any formal announcements about Hardware 4.5.
What Hardware 4.5 could represent
Clues about Hardware 4.5 have surfaced previously in Tesla’s Electronic Parts Catalog. As reported by NotATeslaApp, the catalog has listed a component described as “CAR COMPUTER – LEFT HAND DRIVE – PROVISIONED – HARDWARE 4.5.” The component, which features the part number 2261336-S2-A, is priced at $2,300.00.
Longtime Tesla hacker @greentheonly has noted that Tesla software has contained references to a possible three-SoC architecture for some time. Previous generations of Tesla’s FSD computer, including Hardware 3 and Hardware 4, use a dual-SoC design for redundancy. A three-SoC layout could allow for higher inference throughput and improved fault tolerance.
Such an architecture could also serve as a bridge to AI5, Tesla’s next-generation autonomy chip expected to enter production later in 2026. As Tesla’s neural networks grow larger and more computationally demanding, Hardware 4.5 may provide additional headroom for vehicles built before AI5 becomes widely available.
Tesla hiring Body Fit Technicians for Cybercab’s end of line
Swedish unions consider police report over Tesla Megapack Supercharger
