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Tesla could benefit as South Korea pushes to update EV incentives
South Korea is the world’s 11th largest car market according to IHS Automotive but 5th in sales of luxury cars like the Mercedes S Class and BMW 7 Series. That means it could be an important market for Tesla’s Model S and Model X. The country ranks in the top six in terms of the number of reservations for the upcoming Tesla Model 3 midsize sedan.
South Korea offers buyers of electric cars a subsidy equivalent to 22 million won or approximately $18,000 dollars but the incentive only applies to cars that can be recharged in 10 hours or less using 220 volt household current.The rule was enacted in 2012 and was intended to encourage manufacturers to limit the charging time required for electric cars. But electric cars today have much larger batteries than they did then. Those larger batteries may take more than 10 hours to recharge on household current, making them ineligible for the subsidy.
Minister of Environment Cho Kyeung-kyu says it may be time for his country to revisit that rule. A ministry official tells Reuters that a government appointed panel will submit recommendations “by June, but it could be much earlier. We haven’t decided whether to keep the rule alive, or kill it, or come up with complementary rules.”
Last month, opposition lawmaker Lee Sang-don called the rule an “unreasonable non-tariff barrier” that discourages drivers from considering long range EVs. “The rule is meaningless,” Kim Pil-soo, president of the Korean Electric Vehicle Association, told Reuters. “We have kept telling the government they should remove it.” In October, Tesla Vice President of North Asia and SEA Nicolas Villeger said the company is working with the government to change a “unique rule” that does not reflect advances in battery technology.
Tesla is about to open its first showroom in the upscale Starfield shopping district east of Seoul. In fact, it was supposed to be open before the end of 2016, but a sign in the window saying “Opening Soon” was still in the window as of last week. A delay in obtaining the permits required to begin sales has pushed the opening to early next year, a person familiar with the matter told Reuters.
Tesla has been accepting orders from Korean customers since August for its Model S and Model X as well as reservations for the Model 3. With the present rule in place, a car that the company expects to sell strongly in the South Korean luxury car market — the Model S 90D — will not be eligible for the electric car incentive because its battery is too large to recharge in less than 10 hours on household current.
Chinese automaker BYD also intends to offer its long range electric car, the e6, for sale in Korea but has delayed starting sales until the incentive rule is amended. The e6 also will require more than 10 hours to fully recharge on household current.
Sales of electric cars in South Korea have been weak so far. To date, there are only about 4,000 EVs registered in the entire country despite the generous subsidy. South Korea has been proactive when it comes to building charging infrastructure. There are 750 fast chargers available to Korean EV drivers at present and the government plans to increase that number to 3,000 by 2020. Tesla is also planning to construct Supercharger locations in Seoul, Busan and Pyeongchang.
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.
Elon Musk
Judge clears path for Elon Musk’s OpenAI lawsuit to go before a jury
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder.
A U.S. judge has ruled that Elon Musk’s lawsuit accusing OpenAI of abandoning its founding nonprofit mission can proceed to a jury trial.
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder. These claims are directly opposed by OpenAI.
Judge says disputed facts warrant a trial
At a hearing in Oakland, U.S. District Judge Yvonne Gonzalez Rogers stated that there was “plenty of evidence” suggesting that OpenAI leaders had promised that the organization’s original nonprofit structure would be maintained. She ruled that those disputed facts should be evaluated by a jury at a trial in March rather than decided by the court at this stage, as noted in a Reuters report.
Musk helped co-found OpenAI in 2015 but left the organization in 2018. In his lawsuit, he argued that he contributed roughly $38 million, or about 60% of OpenAI’s early funding, based on assurances that the company would remain a nonprofit dedicated to the public benefit. He is seeking unspecified monetary damages tied to what he describes as “ill-gotten gains.”
OpenAI, however, has repeatedly rejected Musk’s allegations. The company has stated that Musk’s claims were baseless and part of a pattern of harassment.
Rivalries and Microsoft ties
The case unfolds against the backdrop of intensifying competition in generative artificial intelligence. Musk now runs xAI, whose Grok chatbot competes directly with OpenAI’s flagship ChatGPT. OpenAI has argued that Musk is a frustrated commercial rival who is simply attempting to slow down a market leader.
The lawsuit also names Microsoft as a defendant, citing its multibillion-dollar partnerships with OpenAI. Microsoft has urged the court to dismiss the claims against it, arguing there is no evidence it aided or abetted any alleged misconduct. Lawyers for OpenAI have also pushed for the case to be thrown out, claiming that Musk failed to show sufficient factual basis for claims such as fraud and breach of contract.
Judge Gonzalez Rogers, however, declined to end the case at this stage, noting that a jury would also need to consider whether Musk filed the lawsuit within the applicable statute of limitations. Still, the dispute between Elon Musk and OpenAI is now headed for a high-profile jury trial in the coming months.
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
Tesla earns top honors at MotorTrend’s SDV Innovator Awards
