Autonomy debuted its electric vehicle subscription service in Austin, Texas, following its successful launch in California earlier in 2022 and its recent expansion into Florida and Washington. Following California and Florida, Texas is ranked third in EV registrations.
With almost 30,000 new EVs on the road between 2020 and 2021, Autonomy noted that the growth and natural demand makes Texas, “a compelling state for Autonomy to expand operations into.”
Scott Painter, founder, and CEO of Autonomy, gave a press statement emphasizing the growth of EVs in Texas.
“The EV adoption rate in Texas signals to us that there’s even more demand for EVs and more of a need for alternative ways to access one,” he said. “Today, Texas has more than 156,000 EVs on the road, with 22,122 in Travis County alone — the highest-ranking EV county in Texas. These numbers are encouraging, and we’re excited for Autonomy service to help boost EV adoption in the second-most-populous state in the country and increase EV adoption statewide.”
Austin has over 1,300 public EV chargers, with more than 500 new ones added within the last 90 days. Autonomy highlighted the city’s unique Austin Energy Plug-in EVerywhere network subscription plan that offers unlimited charging for $4.17 per month at any of its over 1,000 level 2 charging stations.
During a call with Teslarati on Wednesday, Scott Painter shared the types of EVs it will offer in Austin, along with a few additional details.
“Our fleet is predominantly Tesla Model 3s, and we have a couple of Modely Ys. Right now, we’ve got just under 2,000 cars in total in the fleet, and I think it’s about 100 Model Ys.”
“In the first quarter, we’re going to be adding VinFast, as well as Mercedes and Polestar. Those three brands are going to become part of the lineup in all of our markets.”
Scott added that he and the team at Autonomy were excited about Austin, specifically.
“Austin has a much bigger rate of EV registration rateably than everywhere else in Texas. Everywhere else in the country is sort of at about one or two percent that people are getting EVs. In Austin, it’s almost 10%.”
He added that it’s about 20% in California, but Austin and Miami are the top two cities in terms of EV registrations as a rateable number relative to non-electric vehicles.
We asked if Tesla’s move to Austin played any role in Autonomy’s decision to launch in Austin. Scott pointed out that although it did not, Tesla’s move probably played a key role in Austin’s EV registrations going up.
“Our decision was purely based on the evidence of EV registrations. I’m sure that EV registrations in Austin were influenced by Tesla’s decision to headquarter there. I think Austin feels like it owns Elon now, so, people who live in Austin feel like they should be driving the local car,” he said.
“But we’re simply making decisions based on really rational evidence that says this is the time to go to Austin.”
Scott emphasized the affordability of driving an EV versus a traditional internal combustion engine vehicle.
“I think that we could have never anticipated the kind of tailwinds that we’re seeing right now for going electric. Certainly, when gas prices go above four or five dollars a gallon, it’s undeniable. You should be driving an electric car.”
Scott noted that one could drive the same amount of miles for around one-eighth the price.
“The average American currently still gets 20 miles to the gallon and drives 1,000 miles per month. That means they’re putting $4,000+ per year into their car versus $800 per year for the same miles even in a state like California where we pay almost 20 cents a kWh for electricity.”
He also pointed out that Autonomy fills in the gaps where the cost of buying a new car, especially an EV, is becoming “unreachable” for many Americans. He also noted that many people are holding off on buying an EV because of the Inflation Reduction Act and tax credits.
“Everyone sort of thinks that, ‘I’ll just wait until the tax credit is there.’ Well, to qualify for the tax credit, you have to make a certain amount of money, and you have to buy a car that has a certain amount of all American-made products in it. So Tesla would normally fully qualify, but some of these new entrants don’t.”
Scott explained that as a fleet operator, Autonomy qualifies for all of it and is able to pass along those savings.
Disclosure: Johnna is a $TSLA shareholder and believes in Tesla’s mission.
Your feedback is welcome. If you have any comments or concerns or see a typo, you can email me at johnna@teslarati.com. You can also reach me on Twitter at @JohnnaCrider1.
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Elon Musk
Tesla Terafab set for launch: Inside the $20B AI chip factory that will reshape the auto industry
Tesla set to launch “Terafab Project: A vertically integrated chip fabrication effort combining logic processing, memory, and advanced packaging.
Tesla is making one of the boldest bets in its history. On March 14, Elon Musk posted on X that the “Terafab Project launches in 7 days,” pointing to March 21, 2026 as the start date for what he has described as a vertically integrated chip fabrication effort combining logic processing, memory, and advanced packaging.
Tesla first confirmed Terafab on its January 28, 2026 earnings call, where Musk told investors the company needs to build a chip fabrication facility to avoid a supply constraint projected to materialize within three to four years. But the seeds were planted even earlier. At Tesla’s annual general meeting last year, Musk warned that even in the best-case scenario for chip production from their suppliers, it still wouldn’t be enough, and declared that building a “gigantic chip fab” simply had to be done.
While there has been no official announcement on where Tesla plans to break ground on the massive Terafab, all signs point to the North Campus of Giga Texas in Austin.
Months of speculation has surrounded Tesla’s North Campus expansion at Giga Texas, where drone footage captured by observer Joe Tegtmeyer revealed massive construction site preparation just north of the existing factory on a scale that rivals the original Giga Texas footprint itself.
Samsung’s Tesla AI5/AI6 chip factory to start key equipment tests in March: report
The project is projected to produce 100–200 billion AI and memory chips annually, targeting 100,000 wafer starts per month, at an estimated cost of $20 billion. Tesla is targeting 2-nanometre process technology and anticipated to be the most advanced node currently in commercial production. Dubbed the Tesla AI5 chip, the chip will pack 40x–50x more compute performance and 9x more memory than AI4, and will be among the first products Terafab factory is set to produce. This highly optimized, and massively powerful inference chip is designed to make full self-driving (FSD) and Tesla’s Optimus robots faster, safer, and with full autonomy.
(Credit: Tesla)
This is where Terafab becomes a genuine game-changer. If Tesla successfully builds a 2nm chip fab at scale, it becomes one of only a handful of entities that’s capable of producing AI silicon in-house, with competitive implications that extend far beyond Tesla’s own vehicles, and potentially positioning Tesla as a chip supplier or licensor to other industries.
Credit: @serobinsonjr/X
The next-gen Tesla AI chips will power advancements in Full Self-Driving software, the Cybercab Robotaxi program, and the Optimus humanoid robot line. Musk’s projections for Optimus require chip volumes that no existing external supplier can commit to on Tesla’s timeline.Competitors like Waymo and GM’s Cruise remain dependent on third-party silicon, leaving them exposed to the same supply chain vulnerabilities Tesla is now working to eliminate entirely.
The Terafab launch this week may not mean a factory opens its doors overnight, but it signals Tesla is serious about owning the entire AI stack, from software to silicon.
Elon Musk
What is Digital Optimus? The new Tesla and xAI project explained
At its core, Digital Optimus operates through a dual-process architecture inspired by human cognition.
Tesla and xAI announced their groundbreaking joint project, Digital Optimus, also nicknamed “Macrohard” in a humorous jab at Microsoft, earlier this week.
This software-based AI agent is designed to automate complex office workflows by observing and replicating human interactions with computers. As the first major outcome of Tesla’s $2 billion investment in xAI, it represents a powerful fusion of hardware efficiency and advanced reasoning.
At its core, Digital Optimus operates through a dual-process architecture inspired by human cognition.
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
Tesla’s specialized AI acts as “System 1”—the fast, instinctive executor—processing the past five seconds of real-time computer screen video along with keyboard and mouse actions to perform immediate tasks.
xAI’s Grok model serves as “System 2,” the strategic “master conductor” or navigator, providing high-level reasoning, world understanding, and directional oversight, much like an advanced turn-by-turn navigation system.
When combined, the two can create a powerful AI-based assistant that can complete everything from accounting work to HR tasks.
Will Tesla join the fold? Predicting a triple merger with SpaceX and xAI
The system runs primarily on Tesla’s low-cost AI4 inference chip, minimizing expensive Nvidia resources from xAI for competitive, real-time performance.
Elon Musk described it as “the only real-time smart AI system” capable, in principle, of emulating the functions of entire companies, handling everything from accounting and HR to repetitive digital operations.
Timelines point to swift deployment. Announced just days ago, Musk expects Digital Optimus to be ready for user experience within about six months, targeting rollout around September 2026.
It will integrate into all AI4-equipped Tesla vehicles, enabling parked cars to handle office work during downtime. Millions of dedicated units are also planned for deployment at Supercharger stations, tapping into roughly 7 gigawatts of available power.
Oh and it works in all AI4-equipped cars, so your car can do office work for you when not driving.
We’re also deploying millions of dedicated Digital Optimus units in the field at Superchargers where we have ~7 gigawatts of available power.
— Elon Musk (@elonmusk) March 12, 2026
Digital Optimus directly supports Tesla’s broader autonomy strategy. It leverages the same end-to-end neural networks, computer vision, and real-time decision-making tech that power Full Self-Driving (FSD) software and the physical Optimus humanoid robot.
By repurposing idle vehicle compute and extending AI4 hardware beyond driving, the project scales Tesla’s autonomy ecosystem from roads to digital workspaces.
As a virtual counterpart to physical Optimus, it divides labor: software agents manage screen-based tasks while humanoid robots tackle physical ones, accelerating Tesla’s vision of general-purpose AI for productivity, Robotaxi fleets, and beyond.
In essence, Digital Optimus bridges Tesla’s vehicle and robotics autonomy with enterprise-scale AI, promising massive efficiency gains. No other company currently matches its real-time capabilities on such accessible hardware.
It really could be one of the most crucial developments Tesla and xAI begin to integrate, as it could revolutionize how people work and travel.
News
Tesla adds awesome new driving feature to Model Y
Tesla is rolling out a new “Comfort Braking” feature with Software Update 2026.8. The feature is exclusive to the new Model Y, and is currently unavailable for any other vehicle in the Tesla lineup.
Tesla is adding an awesome new driving feature to Model Y vehicles, effective on Juniper-updated models considered model year 2026 or newer.
Tesla is rolling out a new “Comfort Braking” feature with Software Update 2026.8. The feature is exclusive to the new Model Y, and is currently unavailable for any other vehicle in the Tesla lineup.
Tesla writes in the release notes for the feature:
“Your Tesla now provides a smoother feel as you come to a complete stop during routine braking.”
🚨 Tesla has added a new “Comfort Braking” update with 2026.8
“Your Tesla provides a smoother feel as you come to a complete stop during routine braking.” https://t.co/afqCpBSVeA pic.twitter.com/C6MRmzfzls
— TESLARATI (@Teslarati) March 13, 2026
Interestingly, we’re not too sure what catalyzed Tesla to try to improve braking smoothness, because it hasn’t seemed overly abrupt or rough from my perspective. Although the brake pedal in my Model Y is rarely used due to Regenerative Braking, it seems Tesla wanted to try to make the ride comfort even smoother for owners.
There is always room for improvement, though, and it seems that there is a way to make braking smoother for passengers while the vehicle is coming to a stop.
This is far from the first time Tesla has attempted to improve its ride comfort through Over-the-Air updates, as it has rolled out updates to improve regenerative braking performance, handling while using Full Self-Driving, improvements to Steer-by-Wire to Cybertruck, and even recent releases that have combatted Active Road Noise.
Tesla holds a unique ability to change the functionality of its vehicles through software updates, which have come in handy for many things, including remedying certain recalls and shipping new features to the Full Self-Driving suite.
Tesla seems to have the most seamless OTA processes, as many automakers have the ability to ship improvements through a simple software update.
We’re really excited to test the update, so when we get an opportunity to try out Comfort Braking when it makes it to our Model Y.
Tesla Terafab set for launch: Inside the $20B AI chip factory that will reshape the auto industry
What is Digital Optimus? The new Tesla and xAI project explained
