As Texas finds itself in a harsh winter and as the state struggles with rolling blackouts, Tesla CEO Elon Musk has expressed his disdain at the situation. On Wednesday, the CEO took to Twitter to note that Texas’s Electricity Reliability Council (ERCOT) is not exhibiting much reliability right now. For some Tesla owners living in the Lone Star State, however, the past days have not been as difficult.
Over the past few days, Tesla owners from Texas have shared some of their experiences, especially those who opted to install a Powerwall battery in their homes. Coupled with solar panels, Powerwalls allow the lights to literally stay on during a power outage. And based on what has been shared online so far, this is exactly what has been happening.
$TSLA power walls saving the day in Houston.@WholeMarsBlog pic.twitter.com/YCL6rzu93s
— Dayyán (@dayyanl) February 16, 2021
A video shared by @dayyanl on Twitter, for example, showed that his home was the only one left with lights as his neighborhood was plunged into darkness. In a later comment, the Tesla Powerwall owner remarked that several of his neighbors might be looking to purchase their own batteries after this winter’s experience. It is pretty hard to miss a house that makes its own power in the middle of an outage, after all.
29 hours on backup power, very grateful for powerwalls during Texas rolling blackouts from r/teslamotors
Other Tesla Energy customers have also remarked that their solar panels have continued to gather ample energy in the daytime, allowing them to store enough energy in their Powerwall for use at night. This was something that has proven extremely convenient amidst Texas’ rolling blackouts, with some owners remarking that they have not even noticed the power from the grid being shut off.
An update for you on winter power loss. Texas houses are not built for unprecedented freezes like this. I was delighted with my Tesla solar/powerwall installation before, but now OMG thank goodness!!! Roof still snow covered! @elonmusk #tesla @AustinTeslaClub #solarenergy pic.twitter.com/cI9KqGQPDk
— Michelle (@Michelle4Texla) February 15, 2021
Even owners of Tesla’s electric cars have found some use for their vehicles’ large batteries. A Model 3 owner, for example, opted to utilize his vehicle as a warm sleeping pod for his wife, dog, and newborn daughter during a power outage. In a post on the r/TeslaMotors subreddit, u/Razzooz, the Tesla owner, noted that without the all-electric sedan and its hefty battery, his family might have experienced a very rough night.
My Tesla kept my family from freezing last night. from r/teslamotors
Texas’ extreme weather has already claimed over two dozen lives this week, with some struggling to find warmth inside their homes. In the Houston area, a family tragically passed away after succumbing to carbon monoxide from car exhaust in their garage. Another family also met tragedy after they tried to use a fireplace to keep warm.
As of Wednesday, over 3 million customers remained without power across Texas, Louisiana, and Mississippi. Over 200,000 customers also lost power in four Appalachian states, and another 200,000 experienced the same in the Pacific Northwest. ERCOT, for its part, has noted that electricity had already been restored to 300,000 homes and businesses as of Tuesday night.
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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
