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Tesla and Hong Kong: Once ideal companions for a city of contrasts
Luxury automobile owners in Hong Kong have enthusiastically embraced the Tesla brand over the past three years. In large part, that’s because Tesla vehicles were not part of the pool of new car purchases that incurred a tax often equal to or exceeding a car’s full sticker price. Tesla had benefited from a nearly twenty year old exemption from this tax as part of the electric vehicle category.
However, the allure of a Tesla as a luxury car with great value and zero emissions may be fading for Tesla consumers.
During a speech about the annual budget for 2017, financial secretary Paul Chan announced that the government will lift a long-standing waiver for electric cars on new vehicle registration taxes. It will be replaced by a maximum deduction that is equivalent to about $12,500 U.S. As there had been so few electric car choices in the Hong Kong market, the original heavy tax on new private car purchases, which had been imposed as a measure to mitigate emissions and reduce traffic, really didn’t amount to much lost tax revenue for the government in its early years.
That is, until Tesla came to town. Car buyers soon found that it could purchase an automobile with the panache of a Mercedes but spend about half the amount. Tesla owners would also have the added benefit of feeling better about their contributions to a city that suffers from heavy air pollution.
Hong Kong’s love for Tesla
Hong Kong is a fascinating place. Calm and orderly crowds. Ample green spaces interspersed between and on top a vertical city. Open land just on the city outskirts. An area that feels like one giant interconnected shopping mall with a density of luxury brand stores. Three Tiffany’s Flagship stores. Eight Hermès shops. Thirteen Armani stores and the Armani Nightclub. In Hong Kong, the new and contemporary complement the ancient and traditional: temples beside skyscrapers, luxury shops flanking Chinese pharmacies, double-decker trams and mini-buses puttering alongside Teslas.
The Tesla brand has fit nicely into the Hong Kong cultural melting pot of neon signs and urban landscape. With networking as an integral part of life and thirty-somethings working and playing hard in a hedonistic lifestyle, Tesla arrived in Hong Kong at the right time. A top tax bracket on income set at 17.5% didn’t hurt sales, either.
Electric vehicle (EV) registrations in Hong Kong catapulted in the last few years. That affection for EVs may be coming to an end now that the government is revising the regulations that inspired their popularity. The new legislation will alter a Tesla Model S 60 with a sticker price of price of $570,000 HK ($73,000 USD) to a cost total of $925,500 HK ($120,000 USD). That means there would be little or no price advantage to purchase a Tesla over a Mercedes. It remains to be seen whether Tesla will still have appeal due to its now-established strong brand, its inherent zero petrol costs, and its ability to contribute to lower pollution levels.
A Tesla spokesperson says that the company is “disappointed” with the government’s new measure:
“Over the past few years, the impressive growth in all kinds of electric vehicles on Hong Kong’s roads has helped create a cleaner, more sustainable city without increasing congestion as almost all our new owners are replacing a particularly high-polluting fossil fuel vehicle. [The action] threatens to move Hong Kong backwards. We will continue to support our owner community and will work with all our current order holders to ensure the delivery of their vehicles with full FRT exemption.”
Here is the cost breakout for Hong Kong luxury car purchases under the new measures.
Image courtesy of Quartz
Tesla’s Head of AI, Ashok Elluswamy, says that something that was expected with version 14.3 of the company’s Full Self-Driving platform has already partially shipped with the current build of version 14.2.
Tesla and CEO Elon Musk have teased on several occasions that reasoning will be a big piece of future Full Self-Driving builds, helping bring forth the “sentient” narrative that the company has pushed for these more advanced FSD versions.
Back in October on the Q3 Earnings Call, Musk said:
“With reasoning, it’s literally going to think about which parking spot to pick. It’ll drop you off at the entrance of the store, then go find a parking spot. It’s going to spot empty spots much better than a human. It’s going to use reasoning to solve things.”
Musk said in the same month:
“By v14.3, your car will feel like it is sentient.”
Amazingly, Tesla Full Self-Driving v14.2.2.2, which is the most recent iteration released, is very close to this sentient feeling. However, there are more things that need to be improved, and logic appears to be in the future plans to help with decision-making in general, alongside other refinements and features.
On Thursday evening, Elluswamy revealed that some of the reasoning features have already been rolled out, confirming that it has been added to navigation route changes during construction, as well as with parking options.
He added that “more and more reasoning will ship in Q1.”
🚨 Tesla’s Ashok Elluswamy reveals Nav decisions when encountering construction and parking options contain “some elements of reasoning”
More uses of reasoning will be shipped later this quarter, a big tidbit of info as we wait v14.3 https://t.co/jty8llgsKM
— TESLARATI (@Teslarati) January 9, 2026
Interestingly, parking improvements were hinted at being added in the initial rollout of v14.2 several months ago. These had not rolled out to vehicles quite yet, as they were listed under the future improvements portion of the release notes, but it appears things have already started to make their way to cars in a limited fashion.
Tesla Full Self-Driving v14.2 – Full Review, the Good and the Bad
As reasoning is more involved in more of the Full Self-Driving suite, it is likely we will see cars make better decisions in terms of routing and navigation, which is a big complaint of many owners (including me).
Additionally, the operation as a whole should be smoother and more comfortable to owners, which is hard to believe considering how good it is already. Nevertheless, there are absolutely improvements that need to be made before Tesla can introduce completely unsupervised FSD.
Elon Musk
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
Tesla CEO Elon Musk has provided an updated estimate for the training data needed to achieve truly safe unsupervised Full Self-Driving (FSD).
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
10 billion miles of training data
Musk comment came as a reply to Apple and Rivian alum Paul Beisel, who posted an analysis on X about the gap between tech demonstrations and real-world products. In his post, Beisel highlighted Tesla’s data-driven lead in autonomy, and he also argued that it would not be easy for rivals to become a legitimate competitor to FSD quickly.
“The notion that someone can ‘catch up’ to this problem primarily through simulation and limited on-road exposure strikes me as deeply naive. This is not a demo problem. It is a scale, data, and iteration problem— and Tesla is already far, far down that road while others are just getting started,” Beisel wrote.
Musk responded to Beisel’s post, stating that “Roughly 10 billion miles of training data is needed to achieve safe unsupervised self-driving. Reality has a super long tail of complexity.” This is quite interesting considering that in his Master Plan Part Deux, Elon Musk estimated that worldwide regulatory approval for autonomous driving would require around 6 billion miles.
FSD’s total training miles
As 2025 came to a close, Tesla community members observed that FSD was already nearing 7 billion miles driven, with over 2.5 billion miles being from inner city roads. The 7-billion-mile mark was passed just a few days later. This suggests that Tesla is likely the company today with the most training data for its autonomous driving program.
The difficulties of achieving autonomy were referenced by Elon Musk recently, when he commented on Nvidia’s Alpamayo program. As per Musk, “they will find that it’s easy to get to 99% and then super hard to solve the long tail of the distribution.” These sentiments were echoed by Tesla VP for AI software Ashok Elluswamy, who also noted on X that “the long tail is sooo long, that most people can’t grasp it.”
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Tesla earns top honors at MotorTrend’s SDV Innovator Awards
MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla emerged as one of the most recognized automakers at MotorTrend’s 2026 Software-Defined Vehicle (SDV) Innovator Awards.
As could be seen in a press release from the publication, two key Tesla employees were honored for their work on AI, autonomy, and vehicle software. MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla leaders and engineers recognized
The fourth annual SDV Innovator Awards celebrate pioneers and experts who are pushing the automotive industry deeper into software-driven development. Among the most notable honorees for this year was Ashok Elluswamy, Tesla’s Vice President of AI Software, who received a Pioneer Award for his role in advancing artificial intelligence and autonomy across the company’s vehicle lineup.
Tesla also secured recognition in the Expert category, with Lawson Fulton, a staff Autopilot machine learning engineer, honored for his contributions to Tesla’s driver-assistance and autonomous systems.
Tesla’s software-first strategy
While automakers like General Motors, Ford, and Rivian also received recognition, Tesla’s multiple awards stood out given the company’s outsized role in popularizing software-defined vehicles over the past decade. From frequent OTA updates to its data-driven approach to autonomy, Tesla has consistently treated vehicles as evolving software platforms rather than static products.
This has made Tesla’s vehicles very unique in their respective sectors, as they are arguably the only cars that objectively get better over time. This is especially true for vehicles that are loaded with the company’s Full Self-Driving system, which are getting progressively more intelligent and autonomous over time. The majority of Tesla’s updates to its vehicles are free as well, which is very much appreciated by customers worldwide.
Tesla AI Head says future FSD feature has already partially shipped
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
