In Tesla’s quest for a self-driving vehicle, construction zones appear to be giving the recently released Full Self-Driving Beta the most issues of any traffic scenario thus far.
Tesla’s Full Self-Driving suite is still in its Beta stage, which is giving the all-electric automaker sufficient information in its pursuit of a fully autonomous vehicle. Only a small group of Tesla owners have access to the self-driving characteristic, with a majority of those creating content for enthusiasts to follow the software’s improvements.
With plenty of high points, there are also shortcomings, which show that Tesla has plenty of work to do in order to develop the self-driving software into an acceptable release candidate for other owners to utilize.
New video taking a look at how #FSDbeta handles construction live!
Video: https://t.co/SAV6PRNINB pic.twitter.com/CHvopZQOrd— Tesla Raj (@tesla_raj) December 13, 2020
It is becoming more evident that construction zones may be one of the more difficult traffic situations that Tesla will encounter when writing the FSD software.
A new video from Tesla owner-enthusiast Tesla Raj shows that the FSD Beta has issues with construction areas despite its many improvements and updates.
Construction areas are difficult to navigate anyway and can confuse drivers as no two zones are identical. This may be why Tesla’s FSD suite has some issues with following instructions in certain areas and zones. For example, Raj’s FSD-equipped Model 3 was free to progress forward at a local road worker’s command. However, the vehicle did not continue navigating as the stoplight at the intersection was illuminated in red. The vehicle likely recognized the red light and correctly decided not to proceed. However, the worker’s commands were relevant at the time, and he requested that Raj move forward through the intersection.
Normally, traffic rules are consistent and do not have many deviations in different states. However, construction zones rarely have identical rules because, depending on the project, the location, and weather conditions, things can vary.
This is likely where Tesla will encounter its biggest bottlenecks in the process of writing FSD software. Just as road rules vary from country to country, construction zones are difficult because of their lack of consistency. This is where experience and Tesla’s Neural Network will likely be the company’s biggest advantage in the quest for a self-driving car. The constant development of the company’s FSD software will lead to improvements over time.
The important thing to remember is the FSD Beta is still relatively young and has only been active for a couple of months. While it is highly complex, its performance depends on the number of miles driven by FSD users, and improvements will likely be refined over the course of the next several months and years, eventually leading to a fully autonomous vehicle. CEO Elon Musk expects Tesla to reach level 5 Autonomy by the end of 2021, but even he knows the company has plenty of work to do until that is a possibility.
Watch Tesla Raj’s video of the FSD Beta working through construction zones below.
Elon Musk
Tesla and xAI team up on massive new project
It is the latest move by a Musk company to automate, streamline, and reduce the manual, monotonous, and tedious work currently performed by humans through AI and robotics development. Digital Optimus will be capable of processing and actioning the past five seconds of a real-time computer screen video and keyboard and mouse actions.
Elon Musk teased a massive new project, to be developed jointly by Tesla and xAI, called “Digital Optimus” or “Macrohard,” the first development under Tesla’s investment agreement with xAI.
Musk announced on X that Digital Optimus will “be capable of emulating the function of entire companies.”
Macrohard or Digital Optimus is a joint xAI-Tesla project, coming as part of Tesla’s investment agreement with xAI.
Grok is the master conductor/navigator with deep understanding of the world to direct digital Optimus, which is processing and actioning the past 5 secs of…
— Elon Musk (@elonmusk) March 11, 2026
It is the latest move by a Musk company to automate, streamline, and reduce the manual, monotonous, and tedious work currently performed by humans through AI and robotics development. Digital Optimus will be capable of processing and actioning the past five seconds of a real-time computer screen video and keyboard and mouse actions.
Essentially, it will be an AI version of a desk worker in many capacities, including accounting, HR tasks, and others.
Musk said:
“Grok is the master conductor/navigator with deep understanding of the world to direct digital Optimus, which is processing and actioning the past 5 secs of real-time computer screen video and keyboard/mouse actions. Grok is like a much more advanced and sophisticated version of turn-by-turn navigation software. You can think of it as Digital Optimus AI being System 1 (instinctive part of the mind) and Grok being System 2. (thinking part of the mind).”
Its key applications would be used for enterprise automation, simulating entire companies, high-volume repetitive tasks, and potentially, future hybrid use with the Optimus robot, which would handle physical tasks, while Digital Optimus would handle the clerical work.
The creation of a digital AI suite like Digital Optimus would help companies save time and money, as well as become more efficient in their operations through massive scalability. However, there will undoubtedly be concerns from people who are skeptical of a fully-integrated AI workhorse like this one.
From an energy consumption perspective and just a general concern for the human workforce, these types of AI projects are polarizing in nature.
However, Digital Optimus would be a great digital counterpart to Tesla’s physical Optimus robot, as it would be a hyper-efficient addition to any company that is looking for more production for less cost.
Musk maintains that there is no other company on Earth that will be able to do this.
Elon Musk
Tesla China posts strong February wholesale growth at Gigafactory Shanghai
The update was shared by Tesla observers on social media platform X, citing monthly China Passenger Car Association (CPCA) data.
Tesla China sold 58,599 vehicles wholesale in February, reflecting strong year-over-year growth. The figure includes both domestic deliveries in China and vehicles exported to international markets.
The update was shared by Tesla observers on social media platform X, citing monthly China Passenger Car Association (CPCA) data.
Tesla’s February wholesale result represents a 91% increase year over year, compared with 30,688 vehicles in February 2025. Month over month, the result was down 15.2% from January, when Tesla China recorded 69,129 wholesale units.
The February total reflects combined sales of the Model 3 and Model Y produced at Gigafactory Shanghai. The facility produces the two vehicles for both domestic sales and exports.
Gigafactory Shanghai continues to serve as Tesla’s primary vehicle export hub, supplying vehicles to markets across Asia and Europe. Data compiled by Tesla watchers shows that 18,485 vehicles were sold domestically in China in January 2026, while exports accounted for 50,644 units during the same period.
Tesla has also been extending financing programs in China as it pushes to strengthen domestic demand. The company recently extended its seven-year ultra-low-interest and five-year interest-free financing programs through March 31, marking the second extension of the promotion this year.
The financing initiative was first introduced on January 6 as a strategy aimed at offsetting higher ownership costs ahead of China’s planned 5% NEV purchase tax in 2026. The promotion was originally scheduled to expire at the end of January before being extended to February and then again through the end of the first quarter.
Tesla’s efforts come amid growing competition in China’s EV market. According to data compiled by CNEV Post, Tesla’s 2025 retail sales in China reached 625,698 vehicles, representing a 4.78% year-over-year decline. Part of that decline was linked to the Model Y changeover to its updated variant in early 2025, which temporarily reduced deliveries during the transition period.
News
Tesla Model Y L spotted on transport trucks in Australia
One of the sightings was reported along Victoria Parade in Melbourne, and it showed multiple Model Y L vehicles on a transport carrier.
Tesla’s upcoming Model Y L has been spotted on transport trucks in Australia. Sightings of the six-seat extended wheelbase Model Y variant have been reported on social media platform X by members of the Australian Tesla community.
One of the sightings was reported along Victoria Parade in Melbourne, and it showed multiple Model Y L vehicles on a transport carrier.
The sighting follows earlier observations by Tesla enthusiasts in Sydney, where a covered vehicle believed to be a Model Y L was spotted at a Supercharger.
The Sydney sighting drew attention after observers noted that the vehicle’s tare weight appeared to match the ADR approval listing for the Model Y L, suggesting it could indeed be the extended wheelbase variant of the electric SUV.
Tesla has previously confirmed that the Model Y L will launch in Australia and New Zealand in 2026. The confirmation was reported by techAU following a media release from Tesla Australia and New Zealand.
The Model Y L expands the existing Model Y lineup with seating for six passengers. The vehicle features a longer body compared with the standard Model Y in order to accommodate a spacious second and third row.
Tesla has opted for a 2-2-2 seating configuration instead of a traditional seven-seat layout for the Model Y L. The design includes two individual seats in the middle row to provide easier access to the third row and additional passenger space.
Tesla Australia and New Zealand has also stated that the Model Y L will be covered under the company’s updated warranty structure beginning in 2026.
Tesla has not yet announced pricing or official range figures for the Model Y L in Australia.
Tesla and xAI team up on massive new project
Tesla China posts strong February wholesale growth at Gigafactory Shanghai
