Business
How Self-Driving Cars Get Help From Humans Hundreds of Miles Away
In places like San Francisco, Phoenix and Las Vegas, robot taxis are navigating city streets, each without a driver behind the steering wheel. Some don’t even have steering wheels:
But cars like this one in Las Vegas are sometimes guided by someone sitting here:
This is a command center in Foster City, Calif., operated by Zoox, a self-driving car company owned by Amazon. Like other robot taxis, the company’s self-driving cars sometimes struggle to drive themselves, so they get help from human technicians sitting in a room about 500 miles away.
Inside companies like Zoox, this kind of human assistance is taken for granted. Outside such companies, few realize that autonomous vehicles are not completely autonomous.
For years, companies avoided mentioning the remote assistance provided to their self-driving cars. The illusion of complete autonomy helped to draw attention to their technology and encourage venture capitalists to invest the billions of dollars needed to build increasingly effective autonomous vehicles.
“There is a ‘Wizard of Oz’ flavor to this,” said Gary Marcus, an entrepreneur and a professor emeritus of psychology and neural science at New York University who specializes in A.I. and autonomous machines.
If a Zoox robot taxi encounters a construction zone it has not seen before, for instance, a technician in the command center will receive an alert — a short message in a small, colored window on the side of the technician’s computer screen. Then, using the computer mouse to draw a line across the screen, the technician can send the car a new route to follow around the construction zone.
“We are not in full control of the vehicle,” said Marc Jennings, 35, a Zoox remote technician. “We are providing guidance.”
As companies like Waymo, owned by Google’s parent company, Alphabet, and Cruise, owned by General Motors, have begun to remove drivers from their cars, scrutiny of their operations has increased. After a series of high-profile accidents, they have started to acknowledge that the cars require human assistance.
While Zoox and other companies have started to reveal how humans intervene to help driverless cars, none of the companies have disclosed how many remote-assistance technicians they employ or how much it all costs. Zoox’s command center holds about three dozen people who oversee what appears to be a small number of driverless cars — two in Foster City and several more in Las Vegas — as well as a fleet of about 200 test cars that each still have a driver behind the steering wheel.
When regulators last year ordered Cruise to shut down its fleet of 400 robot taxis in San Francisco after a woman was dragged under one of its driverless vehicles, the cars were supported by about 1.5 workers per vehicle, including remote assistance staff, according to two people familiar with the company’s operations. Those workers intervened to assist the vehicles every two and a half to five miles, the people said.
The expenses associated with remote assistance are one reason robot taxis will struggle to replace traditional ride-hailing fleets operated by Uber and Lyft. Though companies like Zoox are beginning to replace drivers, they still pay people to work behind the scenes.
“It may be cheaper just to pay a driver to sit in the car and drive it,” said Thomas W. Malone, a professor at the Massachusetts Institute of Technology Center for Collective Intelligence.
Waymo and Cruise declined to comment for this story.
While those companies use traditional cars retrofitted for self-driving, Zoox is testing a new kind of vehicle in Foster City, just south of San Francisco, and in Las Vegas, not far from the Strip.
After testing the vehicles with Zoox employees, their family members and friends, the company plans to make the service available to the public this year. But this robot taxi, like all others, will lean on human assistance.
In Foster City, the company operates what it calls a “fusion center,” where employees monitor robot taxis operating both locally and in Las Vegas, several hundred miles away. From their computer screens, these workers can track live feeds of the road from cameras installed on the cars as well as a detailed overhead view of each car and its surroundings, which is stitched together using data streaming from an array of sensors on the vehicle.
The workers can provide verbal assistance to riders via speakers and microphones inside the cars. They can also assist a car if it encounters a scenario it cannot handle on its own.
Jason Henry for The New York Times
“These are situations that don’t necessarily fit the mold,” said Jayne Aclan, who oversees a team of Zoox technicians that provide cars with remote assistance.
Self-driving cars can reliably handle familiar situations, like an ordinary right turn or a lane change. They are designed to brake on their own when a pedestrian runs in front of them. But they are less adept in unusual or unexpected situations. That’s why they still need the humans in the fusion center.
But even though self-driving cars have remote assistance, they still make mistakes on the road.
After reviewing the incident, Zoox indicated that its car had struggled to recognize the fire trucks because they were yellow, not red. “We continue to test and refine our driving software,” Whitney Jencks, a company spokeswoman, said.
Zoox will also continue to lean on human assistance.
“We think that computers should be able to replicate humans and replace humans in all ways,” Dr. Malone, the M.I.T. professor, said. “It is possible that might happen. But it hasn’t yet.”
Business
Trump orders federal agencies to stop using Anthropic’s AI after clash with Pentagon
President Trump on Friday directed federal agencies to stop using technology from San Francisco artificial intelligence company Anthropic, escalating a high-profile clash between the AI startup and the Pentagon over safety.
In a Friday post on the social media site Truth Social, Trump described the company as “radical left” and “woke.”
“We don’t need it, we don’t want it, and will not do business with them again!” Trump said.
The president’s harsh words mark a major escalation in the ongoing battle between some in the Trump administration and several technology companies over the use of artificial intelligence in defense tech.
Anthropic has been sparring with the Pentagon, which had threatened to end its $200-million contract with the company on Friday if it didn’t loosen restrictions on its AI model so it could be used for more military purposes. Anthropic had been asking for more guarantees that its tech wouldn’t be used for surveillance of Americans or autonomous weapons.
The tussle could hobble Anthropic’s business with the government. The Trump administration said the company was added to a sweeping national security blacklist, ordering federal agencies to immediately discontinue use of its products and barring any government contractors from maintaining ties with it.
Defense Secretary Pete Hegseth, who met with Anthropic’s Chief Executive Dario Amodei this week, criticized the tech company after Trump’s Truth Social post.
“Anthropic delivered a master class in arrogance and betrayal as well as a textbook case of how not to do business with the United States Government or the Pentagon,” he wrote Friday on social media site X.
Anthropic didn’t immediately respond to a request for comment.
Anthropic announced a two-year agreement with the Department of Defense in July to “prototype frontier AI capabilities that advance U.S. national security.”
The company has an AI chatbot called Claude, but it also built a custom AI system for U.S. national security customers.
On Thursday, Amodei signaled the company wouldn’t cave to the Department of Defense’s demands to loosen safety restrictions on its AI models.
The government has emphasized in negotiations that it wants to use Anthropic’s technology only for legal purposes, and the safeguards Anthropic wants are already covered by the law.
Still, Amodei was worried about Washington’s commitment.
“We have never raised objections to particular military operations nor attempted to limit use of our technology in an ad hoc manner,” he said in a blog post. “However, in a narrow set of cases, we believe AI can undermine, rather than defend, democratic values.”
Tech workers have backed Anthropic’s stance.
Unions and worker groups representing 700,000 employees at Amazon, Google and Microsoft said this week in a joint statement that they’re urging their employers to reject these demands as well if they have additional contracts with the Pentagon.
“Our employers are already complicit in providing their technologies to power mass atrocities and war crimes; capitulating to the Pentagon’s intimidation will only further implicate our labor in violence and repression,” the statement said.
Anthropic’s standoff with the U.S. government could benefit its competitors, such as Elon Musk’s xAI or OpenAI.
Sam Altman, chief executive of OpenAI, the company behind ChatGPT and one of Anthropic’s biggest competitors, told CNBC in an interview that he trusts Anthropic.
“I think they really do care about safety, and I’ve been happy that they’ve been supporting our war fighters,” he said. “I’m not sure where this is going to go.”
Anthropic has distinguished itself from its rivals by touting its concern about AI safety.
The company, valued at roughly $380 billion, is legally required to balance making money with advancing the company’s public benefit of “responsible development and maintenance of advanced AI for the long-term benefit of humanity.”
Developers, businesses, government agencies and other organizations use Anthropic’s tools. Its chatbot can generate code, write text and perform other tasks. Anthropic also offers an AI assistant for consumers and makes money from paid subscriptions as well as contracts. Unlike OpenAI, which is testing ads in ChatGPT, Anthropic has pledged not to show ads in its chatbot Claude.
The company has roughly 2,000 employees and has revenue equivalent to about $14 billion a year.
Business
Video: The Web of Companies Owned by Elon Musk
new video loaded: The Web of Companies Owned by Elon Musk

By Kirsten Grind, Melanie Bencosme, James Surdam and Sean Havey
February 27, 2026
Business
Commentary: How Trump helped foreign markets outperform U.S. stocks during his first year in office
Trump has crowed about the gains in the U.S. stock market during his term, but in 2025 investors saw more opportunity in the rest of the world.
If you’re a stock market investor you might be feeling pretty good about how your portfolio of U.S. equities fared in the first year of President Trump’s term.
All the major market indices seemed to be firing on all cylinders, with the Standard & Poor’s 500 index gaining 17.9% through the full year.
But if you’re the type of investor who looks for things to regret, pay no attention to the rest of the world’s stock markets. That’s because overseas markets did better than the U.S. market in 2025 — a lot better. The MSCI World ex-USA index — that is, all the stock markets except the U.S. — gained more than 32% last year, nearly double the percentage gains of U.S. markets.
That’s a major departure from recent trends. Since 2013, the MSCI US index had bested the non-U.S. index every year except 2017 and 2022, sometimes by a wide margin — in 2024, for instance, the U.S. index gained 24.6%, while non-U.S. markets gained only 4.7%.
The Trump trade is dead. Long live the anti-Trump trade.
— Katie Martin, Financial Times
Broken down into individual country markets (also by MSCI indices), in 2025 the U.S. ranked 21st out of 23 developed markets, with only New Zealand and Denmark doing worse. Leading the pack were Austria and Spain, with 86% gains, but superior records were turned in by Finland, Ireland and Hong Kong, with gains of 50% or more; and the Netherlands, Norway, Britain and Japan, with gains of 40% or more.
Investment analysts cite several factors to explain this trend. Judging by traditional metrics such as price/earnings multiples, the U.S. markets have been much more expensive than those in the rest of the world. Indeed, they’re historically expensive. The Standard & Poor’s 500 index traded in 2025 at about 23 times expected corporate earnings; the historical average is 18 times earnings.
Investment managers also have become nervous about the concentration of market gains within the U.S. technology sector, especially in companies associated with artificial intelligence R&D. Fears that AI is an investment bubble that could take down the S&P’s highest fliers have investors looking elsewhere for returns.
But one factor recurs in almost all the market analyses tracking relative performance by U.S. and non-U.S. markets: Donald Trump.
Investors started 2025 with optimism about Trump’s influence on trading opportunities, given his apparent commitment to deregulation and his braggadocio about America’s dominant position in the world and his determination to preserve, even increase it.
That hasn’t been the case for months.
”The Trump trade is dead. Long live the anti-Trump trade,” Katie Martin of the Financial Times wrote this week. “Wherever you look in financial markets, you see signs that global investors are going out of their way to avoid Donald Trump’s America.”
Two Trump policy initiatives are commonly cited by wary investment experts. One, of course, is Trump’s on-and-off tariffs, which have left investors with little ability to assess international trade flows. The Supreme Court’s invalidation of most Trump tariffs and the bellicosity of his response, which included the immediate imposition of new 10% tariffs across the board and the threat to increase them to 15%, have done nothing to settle investors’ nerves.
Then there’s Trump’s driving down the value of the dollar through his agitation for lower interest rates, among other policies. For overseas investors, a weaker dollar makes U.S. assets more expensive relative to the outside world.
It would be one thing if trade flows and the dollar’s value reflected economic conditions that investors could themselves parse in creating a picture of investment opportunities. That’s not the case just now. “The current uncertainty is entirely man-made (largely by one orange-hued man in particular) but could well continue at least until the US mid-term elections in November,” Sam Burns of Mill Street Research wrote on Dec. 29.
Trump hasn’t been shy about trumpeting U.S. stock market gains as emblems of his policy wisdom. “The stock market has set 53 all-time record highs since the election,” he said in his State of the Union address Tuesday. “Think of that, one year, boosting pensions, 401(k)s and retirement accounts for the millions and the millions of Americans.”
Trump asserted: “Since I took office, the typical 401(k) balance is up by at least $30,000. That’s a lot of money. … Because the stock market has done so well, setting all those records, your 401(k)s are way up.”
Trump’s figure doesn’t conform to findings by retirement professionals such as the 401(k) overseers at Bank of America. They reported that the average account balance grew by only about $13,000 in 2025. I asked the White House for the source of Trump’s claim, but haven’t heard back.
Interpreting stock market returns as snapshots of the economy is a mug’s game. Despite that, at her recent appearance before a House committee, Atty. Gen. Pam Bondi tried to deflect questions about her handling of the Jeffrey Epstein records by crowing about it.
“The Dow is over 50,000 right now, she declared. “Americans’ 401(k)s and retirement savings are booming. That’s what we should be talking about.”
I predicted that the administration would use the Dow industrial average’s break above 50,000 to assert that “the overall economy is firing on all cylinders, thanks to his policies.” The Dow reached that mark on Feb. 6. But Feb. 11, the day of Bondi’s testimony, was the last day the index closed above 50,000. On Thursday, it closed at 49,499.50, or about 1.4% below its Feb. 10 peak close of 50,188.14.
To use a metric suggested by economist Justin Wolfers of the University of Michigan, if you invested $48,488 in the Dow on the day Trump took office last year, when the Dow closed at 48,448 points, you would have had $50,000 on Feb. 6. That’s a gain of about 3.2%. But if you had invested the same amount in the global stock market not including the U.S. (based on the MSCI World ex-USA index), on that same day you would have had nearly $60,000. That’s a gain of nearly 24%.
Broader market indices tell essentially the same story. From Jan. 17, 2025, the last day before Trump’s inauguration, through Thursday’s close, the MSCI US stock index gained a cumulative 16.3%. But the world index minus the U.S. gained nearly 42%.
The gulf between U.S. and non-U.S. performance has continued into the current year. The S&P 500 has gained about 0.74% this year through Wednesday, while the MSCI World ex-USA index has gained about 8.9%. That’s “the best start for a calendar year for global stocks relative to the S&P 500 going back to at least 1996,” Morningstar reports.
It wouldn’t be unusual for the discrepancy between the U.S. and global markets to shrink or even reverse itself over the course of this year.
That’s what happened in 2017, when overseas markets as tracked by MSCI beat the U.S. by more than three percentage points, and 2022, when global markets lost money but U.S. markets underperformed the rest of the world by more than five percentage points.
Economic conditions change, and often the stock markets march to their own drummers. The one thing less likely to change is that Trump is set to remain president until Jan. 20, 2029. Make your investment bets accordingly.
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