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The Texas flag flies outside TDECU Stadium in Houston, Oct. 21, 2023.

Tim Warner | Getty Images Sport | Getty Images

Tesla’s long-awaited entry into the robotaxi market — expected later this month — is coming to Austin, Texas, which has emerged as a key battleground for self-driving technology.

CEO Elon Musk wrote in a post on X last week that the company has been testing Model Y vehicles with no safety drivers on board in the Texas capital for several days.

Tesla’s Austin robotaxi service will kick off with 10 vehicles and expand to thousands, moving into more cities if the launch goes well, Musk said in a May 20 interview with CNBC’s David Faber. 

But while the market remains nascent, Tesla already faces a hefty amount of competition.

The electric vehicle maker is one of several companies using Austin as a testing ground and debut market for self-driving technology. They’re all taking advantage of Austin’s robotics and AI talent, tech-savvy residents, affordable housing relative to other technology hubs and a city layout with horizontal traffic lights and wide roads that makes it particularly conducive to mapping software.

But the biggest reason they love Texas may be the state’s robotaxi-friendly regulation.

Volkswagen Group of America starting its first autonomous vehicle test program in Austin in July 2023.

Courtesy: Vokswagen AG

Already in Austin are Alphabet’s Waymo, Amazon’s Zoox, Volkswagen subsidiary ADMT, and startup Avride.

Waymo began offering robotaxi rides in Austin with Uber in March. Zoox started testing there last year, while ADMT has been testing Volkswagen’s electric ID vehicles in the city since 2023. Avride is headquartered in Austin and is testing its autonomous vehicles and delivery robots in the Texas capital. Avride said it plans to begin offering paid robotaxi rides in the city later this year. 

“The winners of the space are emerging, and it’s just a matter of scaling,” said Toby Snuggs, ​​head of sales and partnerships at Avride.

According to Uber, its Austin launch with Waymo has proved successful thus far. Uber CEO Dara Khosrowshahi told investors in May that riders are choosing the robotaxis over regular cars, and the company is preparing to scale its Austin autonomous fleet to hundreds of vehicles in the coming months, ahead of a robotaxi expansion into Atlanta later this year. 

“These approximately 100 vehicles are now busier than over 99% of all drivers in Austin in terms of completed trips per day,” Khosrowshahi told investors in May. 

Avride, which spun out of former parent company Yandex last year, has delivery robots in a fleet of about a dozen Hyundai Ioniq 5 vehicles in downtown Austin. The company said it plans to expand its Austin fleet to 100 vehicles later this year and aims to begin offering robotaxi rides in Dallas with Uber in 2025.

Tesla primarily relies on camera-based systems and computer vision to navigate its vehicles rather than the Waymo model of using sophisticated sensors such as lidar and radar. Tesla’s “generalized” approach to robotaxis is more ambitious and less expensive than Waymo’s, Musk said during Tesla’s first-quarter earnings call with investors in April. Musk has been promising Tesla investors that a self-driving car is on the way for roughly a decade and has repeatedly missed self-imposed deadlines.

“There’s probably a lot of ways it can be done, but we’re the only ones that have done it,” Waymo co-CEO Tekedra Mawakana told CNBC’s Deirdre Bosa in May. “We’ve been doing it 24 hours a day for almost five years. And so to us, it’s really important to focus on safety … and then cost — not cost and then safety.”

“You have to be able to see at night, you have to be able to have this vision that’s better than humans,” Mawakana said.

‘Friendly’ regulation

In addition to Austin, Phoenix is an AV hub for companies such as Waymo, which has been testing in the region since 2016. Waymo and the auto manufacturer Magna International announced in May that they plan to double robotaxi production at their new plant in the Phoenix suburb of Mesa by the end of 2026.

The San Francisco Bay Area, where Google began working on its self-driving car project in 2009, also has a large fleet of Waymo vehicles. Waymo opened its paid ride-hailing service to all local users almost a year ago, and said earlier this year that it’s expanding its service to include another 27 square miles of coverage in the region. Zoox is also testing in San Francisco.

While Tesla was started in the Bay Area, Musk moved its corporate headquarters to Austin in late 2021. In California, regulators at individual municipalities closely control where and how companies can operate autonomous vehicles. Texas has more relaxed regulations that benefit AV companies. 

When Waymo decided on Austin, it “looked at the operational structure and how friendly the regulatory environment is,” said Shweta Shrivastava, Waymo’s senior product and strategy executive. “It’s a tech-forward city — there’s a lot of openness in terms of welcoming and adopting new technologies, so that’s been great.”

Tesla CEO Elon Musk speaks at the Tesla Giga Texas manufacturing “Cyber Rodeo” grand opening party in Austin, Texas, on April 7, 2022.

Suzanne Cordeiro | AFP | Getty Images

Part of that friendliness is a 2017 Texas law that prohibited municipalities from regulating autonomous vehicles, giving the state full authority.

“It’s not like California, where you have certain regulations in LA, separate regulations in San Francisco, and municipalities between,” said Yulia Shveyko, Avride’s head of communications. “In Texas, it’s the same all across the state, and this is one of the great things about being here as an operator.”

The state is responsible for establishing the framework for autonomous vehicle operation, which includes that AVs must adhere to the same regulations as traditional vehicles, including registration, insurance and compliance with traffic laws. Texas law also requires AVs to have data recording systems to document potential accidents and incidents. 

The Texas Department of Transportation’s “role is to work with autonomous vehicle (AV) companies on what is needed to ensure the state’s infrastructure is prepared for the safe and efficient rollout of AVs,” a spokesperson said in an emailed statement.

Texas law allows for AV testing and operations on Texas roadways, “as long as they meet the same safety and insurance requirements as every other vehicle on the road.” 

Companies are choosing to test their AVs in Austin because of its “lower barriers both in terms of regulation and the acceptance by consumers in the area,” said Wassym Bensaid, chief software officer at EV maker Rivian

“This is really what makes Austin and San Francisco more open to this technology,” Bensaid added. Rivian in March rolled out a “hands-free version” of its driver-assistance system for highway driving, and the company plans to have an “eyes-off-hands-off” system available by the end of next year, Bensaid said.

A drone view shows the Tesla gigafactory in Austin, Texas, U.S., May 2, 2025.

Eli Hartman | Reuters

Texas’ transportation department created an AV task force in 2019. Formal meetings take place two to four times per year. Members of the task force include representatives from other agencies in the state and public entities as well as key industry stakeholders, its website says.

Waymo is an active member of the task force, the company confirmed.

The state’s transportation department didn’t respond to CNBC’s requests for further information about the task force.

Waymo has built goodwill with Austin officials by engaging with Texas stakeholders since it began testing in the city in 2015, the company told CNBC. 

Known then as Google’s self-driving car project, the company started driving on Austin streets a decade ago with safety drivers on board. 

Waymo closed Austin operations in 2019 to focus on its testing efforts in Phoenix, the spokesperson said, adding that it returned in March 2023, when the company’s technology was “more mature.”

Long before Waymo began testing in Austin, University of Texas at Austin’s Peter Stone entered his team’s vehicle in the Defense Advanced Research Projects Agency Urban Challenge in 2007. Stone is the director of the Learning Agents Research Group at UT, and his team’s entry was called Austin Robot Technology — one of the first deployments of a partially automated driving system on the streets of Austin.

Stone has been at the university for 23 years and has taught several students who are now employees at Waymo and other car companies, he said. Advancements in machine learning and years of testing have contributed to companies such as Waymo being able to navigate roads better than some human drivers, he said.

Lone Star influence

U.S. Transportation Secretary Sean Duffy speaks during a news conference on May 20, 2025 in Austin, Texas.

Brandon Bell | Getty Images

As president, Trump and his transportation secretary, Sean Duffy, have both been supportive of federal-level standards, Waymo’s Mawakana told CNBC in May, adding that she’s “optimistic” it will be arranged sometime during this presidential term. Waymo supports proposed federal frameworks for national safety standards and has voiced that support to the Trump administration, a company spokesperson said.

“Now’s the time,” Mawakana said, pointing to places such as China, which invests in AV supply chains and grants and has federal AV rules. “We should be in the exact same position.”

‘Changing environments’

The concentration of regulatory power, however, comes with some concern that cities will be mostly powerless should issues arise, experts said. 

A state senate transportation hearing in September addressed the lack of regulation in Texas for driverless vehicles.

“To many of our first responders communities, this is new territory for them,” Democratic Texas state Sen. Sarah Eckhardt reportedly said at the hearing. “I mean pulling over an autonomous vehicle, you know, what do you do? An autonomous vehicle in an accident, what do you do?” 

In one example, Houston city officials reportedly faced delays in enforcement instructions from state regulators after Cruise cars caused a backup on the city’s Montrose Boulevard in 2023.

Texas has at least 17 companies that have deployed or tested on roads, said Nick Steingart, director of state affairs at Alliance for Automotive Innovation, at the state hearing. 

“As the technology matured and evolved, we fully expected that the laws would evolve as well,” Steingart said. 

The state is considering legislation that may provide some clarity, according to Austin’s transportation department.

Several AV companies in Austin have safety protocols and proactively work with local first responders. Zoox, for example, has held trainings with first responders and met with city officials, a spokesperson said. But there is technically no requirement for AV companies to engage with emergency services, Austin officials confirmed.

Companies hoping to succeed in Texas often begin their conversations with the state by focusing on safety first, Austin’s Leff said. “They note their technology can recognize a fire vehicle or a hand signal, so there’s a lot of focus on things like that,” he said. 

Austin’s transportation department has been collecting information about incidents that pose a risk to public safety and relaying that data to the appropriate operators, the city said. It places “all reports we receive about AV incidents into our dashboard, about half of which over time have come from our city department colleagues,” city officials said.

Waymo launched its ride-hailing service in Austin, Texas, a hotspot for autonomous vehicle testing, in March.

Jennifer Elias | CNBC

Waymo, which has become one of the most visible leaders in the robotaxi market, has said it has made safety a priority. Mawakana and co-CEO Dmitri Dolgov told employees at a November all-hands meeting that they should scale up as aggressively as possible but do so with safety at the forefront of all their efforts, people familiar with the matter told CNBC. The people asked not to be named because they were not authorized to speak publicly.

Waymo tracks incidents involving its vehicles but doesn’t share city-level data publicly, a company spokesperson said.

With Texas regulation around AVs relatively lax, some AV makers worry what impact a collision by one of the players in the state could mean for the entire industry. 

“It takes a long time to earn trust, and it doesn’t take that long to lose it,” Mawakana said. “There can always be an overreaction by regulators — their job is to protect the public.”

Already, the AV industry has suffered a number of black eyes. General Motors shut down its Cruise robotaxi service in December after one of its vehicles dragged a woman 20 feet on a street in San Francisco in 2023. Uber also pulled out of the self-driving space after one of its self-driving test vehicles struck and killed a woman in Arizona in 2018. 

In Austin, a woman posted a TikTok video in April showing a Waymo vehicle that she said had abruptly stopped underneath a highway with her and another passenger inside. After other cars began honking at them, they contacted customer support for help but were told the Waymo couldn’t be moved. The woman said the car locked the passengers inside until they threatened to go live on TikTok.

“Now we’re walking,” the woman says in the video, “and our Waymo is still there. This is insane.”

Riders “always have the ability to pause their ride and exit the vehicle when desired by pulling the handle twice — once to unlock and another to open the door,” a Waymo spokesperson said in response to the video. 

Despite such incidents, UT’s Stone said he thinks cities are being overly cautious.

“The standard people are aiming for is perfection, and the standard they should be aiming for is better than people,” he said. “A fatal car accident rarely makes the local news, but if autonomous cars reduce that number, it should be seen as a huge societal win.”

— CNBC’s Lora Kolodny and Deirdre Bosa contributed to this report.

WATCH: Waymo co-CEO on 10 million driverless rides and Tesla’s coming robotaxi challenge

Waymo co-CEO on 10 million driverless rides and Tesla’s coming robotaxi challenge

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New bipartisan bill would require companies to report AI job losses

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New bipartisan bill would require companies to report AI job losses

A pedestrian walks past Amazon Ireland corporate offices in Dublin, as Amazon.com, Inc., said on Tuesday it plans to cut its global corporate workforce by as many as 14,000 roles and seize the opportunity provided by artificial intelligence (AI), in Dublin, Ireland, Oct. 28, 2025.

Damien Eagers | Reuters

A new bipartisan bill seeks to provide a “clear picture” of how artificial intelligence is affecting the American workforce.

Sens. Mark Warner, D-Va., and Josh Hawley, R-Mo., on Wednesday announced the AI-Related Job Impacts Clarity Act. It would require publicly traded companies, certain private companies and federal agencies to submit quarterly reports to the Department of Labor detailing any job losses, new hires, reduced hiring or other significant changes to their workforce as a result of AI.

The data would then be compiled by the Department of Labor into a publicly available report.

“This bipartisan legislation will finally give us a clear picture of AI’s impact on the workforce,” Warner said in a statement. “Armed with this information, we can make sure AI drives opportunity instead of leaving workers behind.”

The proposed legislation comes as politicians, labor advocates and some executives have sounded the alarm in recent years about the potential for widespread job loss due to AI.

In May, Anthropic CEO Dario Amodei said that the AI tools that his company and others are building could eliminate half of all entry-level white-collar jobs and cause unemployment to spike up to 20% in the next one to five years. Anthropic makes the chatbot Claude.

Layoffs have been announced recently at companies across the tech, retail, auto and shipping industries, with executives citing myriad reasons, from AI and tariffs to shifting business priorities and broader cost-cutting efforts. Job cuts announced at Amazon, UPS and Target last month totaled more than 60,000 roles.

Some experts have questioned whether AI is fully to blame for the layoffs, noting that companies could be using the technology as cover for concerns about the economy, business missteps or cost cutting initiatives.

WATCH: Is AI behind recent job cuts? Here’s what to know

Is AI behind recent job cuts? Here's what to know

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Tesla sales in Germany have cratered from last year, data shows

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Tesla sales in Germany have cratered from last year, data shows

Elon Musk, CEO of Tesla Inc., arrives at the Tesla plant in Gruenheide, Germany, on March 13, 2024.

Krisztian Bocsi | Bloomberg | Getty Images

Tesla sold just 750 electric vehicles in Germany for October 2025, less than half of what it sold a year ago, according to data out Wednesday from the country’s federal transport authority, known as KBA.

In October last year, Tesla sold 1,607 EVs in Germany.

KBA data shows 434,627 new battery electric vehicles year to date, the KBA data said, up nearly 40% from the same period last year. Of those EVs, 15,595 were Teslas, a decline of 50% for Elon Musk‘s automaker this year.

Tesla operates a massive vehicle assembly plant in Brandenburg, Germany, which is outside of Berlin, but the company is not a hometown favorite.

Musk’s incendiary political rhetoric and endorsement of AfD, Germany’s extremist, anti-immigrant party, have weighed on left-leaning consumers’ interest in the Tesla brand there.

Read more CNBC tech news

Tesla also faces a passel of European and Chinese competitors throughout Europe offering smaller and more affordable EVs, many priced below 35,000 euros.

During October, Tesla began selling a new, lower-cost version of its Model Y SUV in Germany. The stripped-down version of the SUV was priced at 39,990 euros for the German market — about 5,000 euros lower than the cheapest, previously available versions of the Model Y there.

It remains to be seen whether Tesla’s new, lower-priced model variants can help revitalize demand for their EVs in Germany or Europe.

Policy changes ahead may lift EV sales in Germany, overall.

Germany scrapped incentives to boost purchases of fully electric vehicles about two years ago, a policy change that led to a sharp drop in demand for fully electric vehicles, initially. The country is now poised to start up a new EV incentive program that goes into effect in January 2026, and is intended to help lower- and middle-income buyers adopt zero tailpipe emission vehicles.

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Op-ed: The fuel for the AI boom driving the markets is advertising. It is also an existential risk.

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Op-ed: The fuel for the AI boom driving the markets is advertising. It is also an existential risk.

Sam Altman, chief executive officer of OpenAI Inc., during a media tour of the Stargate AI data center in Abilene, Texas, US, on Tuesday, Sept. 23, 2025.

Kyle Grillot | Bloomberg | Getty Images

With OpenAI’s recent release of its AI browser, the historic level of capital expenditures being made in the current AI arms race may accelerate even further, if that is possible.

From the reciprocal, and some have said circular, nature of hundreds of billions in commitments in investment, tied to future chip purchases, to the extent to which GDP growth is reliant on this boom, some have said this is a bubble. A Harvard economist estimates 92% of US GDP growth in the first half of 2025 was due to investment in AI.

But much more needs to be understood about the connection between the breakneck investment in AI and the business models that underpins the entire economy: the advertising technology (Ad Tech) industrial complex.

For the past 25 years the infrastructure of the internet has been engineered to extract advertising revenue. Search Engine Marketing, the advertising business model at the core of Google, is perhaps the greatest business model of all time. Meta’s advertising business, based on engagement and attribution, is a close second. And right behind both of these is Amazon’s advertising business, powered by its position as the largest online retailer. While a smaller portion of Amazon‘s topline, its highly profitable advertising business makes up a disproportionate percentage of Amazon’s profits. So much so that nearly every major retailer has spun up their own version of retail media networks, all driving significantly to the bottom lines and market capitalization of massive companies like Walmart, Kroger, Uber (and UberEats), Doordash and many more.

In fact, these platforms have been using AI to refine their advertising business models for years, in the form of algorithmic models that powered their search and recommendation engines, and to increase engagement and better predict purchase decision, seeking an ever-greater share of all commerce, not just what is typically thought of as “advertising.” These three multi-trillion-dollar market cap companies either
wholly, or substantially, derive their profits from advertising. And now they are using some portion of those historically profitable advertising revenues to fuel infrastructure investments at a level the world has not seen outside of War Time spending by governments.

But at the same time, the latest wave of AI has the potential to disrupt the very same trillions in market cap that is fueling it. AI will, without question, change how people search (Google), shop (Amazon) and are entertained (Meta). Answers delivered without clicking around the web. AI-assisted shopping. Infinite personalized content creation.

If AI represents such a potential existential risk, why are Google, Meta and Amazon such a huge part of the current arms race to invest in AI? The “moonshot” outcome of would be that achieving Artificial General Intelligence, or Super Intelligence, AI that can do anything a human can, but better, would unlock so much value that it would dwarf any investment.

But there is more immediate urgency to protect, or disrupt, the advertising business model fueling the trillions in market cap and hundreds of billions of current investment, before someone else does. While the seminal paper that launched this phase of AI, “Attention is All You Need” was written by mostly Google researchers, it was OpenAI and Microsoft, and now Grok as well, that launched the current AI arms race. And they are not remotely as dependent on the current advertising industrial complex. In fact,
Sam Altman has called the feeds of the major platforms using AI to maximize advertising dollars, “the first at-scale misaligned AIs.” He is clearly stating which businesses he believes OpenAI is trying to disrupt.

What comes next?

This time is different, but it also comes with different risks. The major difference with the current fever in infrastructure investment vs the dotcom bubble of 2000, is that in large part the companies funding it are among the most profitable companies in the world. And so far, there has not been indications of cracks in the business model of advertising that is both funding their investments, and their market capitalizations (along with so many massive companies people wouldn’t think about being in the advertising business).

But if AI does disrupt, or even break, the current advertising model, the shock to the economy and markets would be far greater than most could imagine.

Google, Meta and Amazon are still best positioned to create new business models, and as mentioned, have been using AI for far longer to support their advertising business models with great success.

However, fundamentally changing the way people interface with search, commerce and content online will require just that, entirely new revenue models, maybe, hopefully, some that are aligned, that are not advertising based. But whatever the model, perhaps it is helpful to consider that the justification in AI
infrastructure spending may not be to just unlock new revenue, but to protect the business models that make up a much more significant portion of the market capitalization of public companies than most people are aware.

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