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Worried about AI taking your job? New Anthropic research shows it’s not that simple

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Welcome to Eye on AI, with AI reporter Sharon Goldman. In this edition…New Anthropic research on AI and jobs…Leadership drama at Mira Murati’s Thinking Machines…Another blockbuster quarter for TSMC…Google Gemini introduces Personal Intelligence.

It’s probably the number one question people ask me when they hear I cover AI: “Will AI take my job?” That question is often followed by, “How about your job?”

Sigh. Well, so far, I’m still here. And new research from Anthropic suggests the fate of our jobs is more complicated than a simple story of humans being replaced by AI agents and robots.

In the latest installment of its Economic Index, Anthropic rolled out a new way of measuring how people actually use its chatbot Claude—what kinds of tasks they give it, how much autonomy they grant it, and how often it succeeds. The goal is to get a clearer, data-driven picture of whether AI is really making people faster at work, what sorts of tasks AI supports best and how it might actually change the nature of people’s occupations and professions.

I spoke yesterday to Anthropic economist Peter McCrory about the ongoing research, which he said the company kicked off in earnest a year ago in recognition of the fact that AI is a general purpose technology that will affect every job in some way–certainly every sector of the economy. 

AI reshapes jobs differently depending on the role

But the results are not always straightforward–at least for now. For example, the research found that AI is reshaping jobs differently depending on the role. A radiologist or therapist may find that AI can elevate their skills by taking on some of the most time-intensive tasks, allowing them to spend more time talking with patients and clients. But people in other jobs may find themselves being deskilled, or that their jobs become simpler without allowing them to devote more time to some obvious higher-level task. This could happen for jobs such as data entry workers, IT specialists and travel agents. 

In addition, human collaboration and oversight remain essential, particularly for complex work. So AI appears to increase productivity for highly-skilled professionals, rather than replacing those roles. 

McCrory said that he is hopeful that other researchers can take Anthropic’s insights to better understand the uneven implications of AI on the labor market. However, one thing is easily understood: Adoption is happening quickly – in fact, AI is spreading across the US faster than any major technology in the past century, he said. 

“In our last report that we put out in September, we documented that disproportionate use is concentrated in a small number of states,” he explained. “In this report, we see evidence that low-usage states are catching up pretty quickly.” 

Anthropic’s Claude is growing in the number of tasks it can cover

And there is no doubt that AI is getting more powerful: The research found that Anthropic’s Claude is growing in the number of tasks it can cover, with 44% of jobs now able to use AI in at least a quarter of its tasks, up from 36% in the last report. 

I couldn’t help but note that the latest research was completed before Anthropic’s latest model, Opus 4.5, debuted – and also prior to the release of Claude’s Cowork application, a general-purpose AI agent that can manipulate, read, and analyze files on a user’s computer, which just came out this week. 

“it just illustrates the broad-based applicability of this technology, and the fact that Claude is increasingly able to not just give you information, but take actions on your behalf, under your discretion and delegation,” McCrory said. “I think you might see a rise in the importance of delegation skills–there’s evidence from the academic literature that suggests that people get more value out of large language models when they have better managerial skills.” That’s also been his own experience, he added: “I find myself delegating increasingly sophisticated tasks to Claude that I might have otherwise given to a research assistant if I had one.”

When I told McCrory that I had written in last week’s Eye on AI about software developers excited about using Claude Code but depressed over reducing their role to that of a manager, he nodded sympathetically and suggested I check out other Anthropic research, developed by its societal impacts team. 

“I think the big takeaway here is that we don’t know what’s on the horizon,” he said. When I pointed out how much most of us dislike uncertainty, he emphasized that he hoped the report and the data would help researchers see the future a bit more clearly. “We’re committed to open sourcing this data,” he said, so economists and policymakers can better understand the potential is of what’s coming and how we all prepare for it. 

With that, here’s more AI news.

Sharon Goldman
sharon.goldman@fortune.com
@sharongoldman

FORTUNE ON AI

AI ‘godfather’ Yoshua Bengio says he’s found a fix for AI’s biggest risks and become more optimistic by ‘a big margin’ on humanity’s future – by Sharon Goldman

Trump triggers retail investors to dump the Magnificent Seven – by Jim Edwards

Teachers decry AI as brain-rotting junk food for kids: ‘Students can’t reason. They can’t think. They can’t solve problems’ – by Eva Roytburg

What Apple’s AI deal with Google means for the two tech giants, and for $500 billion ‘upstart’ OpenAI by Jeremy Kahn and Beatrice Nolan

 

AI IN THE NEWS

Leadership drama at Mira Murati’s Thinking Machines. In a surprising leadership shake-up, two co-founders of Mira Murati’s AI startup Thinking Machines Lab — Barret Zoph and Luke Metz — announced they’re leaving the fledgling company to rejoin OpenAI, just months after departing the organization to help start the venture. According to Wired, another former OpenAI researcher, Sam Schoenholz, is also returning to OpenAI as part of the move. The departures were confirmed in an internal memo from OpenAI’s applications chief, Fidji Simo, who said the return “has been in the works for several weeks.” The turn of events represents a significant blow to Thinking Machines Lab, which had only recently raised a large seed round and recruited top talent, and underscores the intense competition for elite AI researchers in the industry.

Another blockbuster quarter for TSMC. According to CNBC and others, Taiwan Semiconductor Manufacturing Company, the world’s largest semiconductor fabricator, reported a 35% jump in profit and record revenue as demand for AI chips continues to surge. The company beat expectations on both revenue and net income, with its high-performance computing business—driven by AI and data center chips—now accounting for 55% of sales. Advanced chips of 7 nanometers or smaller made up more than three-quarters of wafer revenue, underscoring how central cutting-edge AI processors have become to TSMC’s business. 

Google Gemini introduces Personal Intelligence. In a new blog post written by Google VP Josh Woodward, the company announced the US beta launch of “Personal Intelligence” in its Gemini app–which lets users opt in to securely connect their Gmail, Photos, Search, YouTube and other Google apps to Gemini. The idea is to make the assistant more proactive and useful—combining information across emails, photos, and searches to answer questions or offer recommendations specific to your life—while keeping privacy control in the user’s hands (the feature is off by default and users choose what to connect). Personal Intelligence is initially available in the U.S. to paid subscribers, with plans to expand over time, and signals Google’s push to differentiate its consumer AI by leveraging its wider ecosystem to power more personalized AI interactions.

EYE ON AI NUMBERS

48% 

That’s how many single adults reported using AI to help draft break-up messages or boundary-setting texts, according to new research from chat assistant use.ai. 

As a result, there’s less need to “ghost” dating partners now that users can rely on AI to navigate emotionally charged conversations. Among those who used AI tools to let their dates down gently, 62% described the resulting conversations as more structured, and 39% noted fewer follow-up conflicts. 

According to the survey of 4,812 single adults across five English-language markets, the trend extends beyond dating: 27% rehearse sensitive in-person conversations with AI, while 20% use it to manage boundaries in non-romantic relationships. 

AI CALENDAR

Jan. 19-23: World Economic Forum, Davos, Switzerland.

Jan. 20-27: AAAI Conference on Artificial Intelligence, Singapore.

Feb. 10-11: AI Action Summit, New Delhi, India.

March 2-5: Mobile World Congress, Barcelona, Spain.

March 16-19: Nvidia GTC, San Jose, Calif.

April 6-9: HumanX, San Francisco. 



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America’s $952 billion annual burden: The math behind the exploding interest on the national debt

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America has had gigantic budget deficits and debt that have been dangerous and ballooning for years, yet it’s only recently that they’re stirring alarm among voters in a big way. In the spring of 2025, a poll conducted by the nonpartisan Peterson Foundation found that 76% of all voters, including 73% of Democrats and 89% of Republicans, agree that addressing the rampant borrowing that’s endangering our economic standing and threatens their own financial futures should be a top priority for the president and Congress.

Since that survey’s release, the picture’s deteriorated at a far faster pace than the Congressional Budget Office and private forecasters anticipated, due in part to the coming tax rate reductions and spending increases embodied in President Trump’s One Big Beautiful Bill. The single major line item that’s now growing fastest, and that has added the most to the budget shortfall since start of the pandemic, is a dark horse: interest expense. This burgeoning cost that contributes nothing toward supporting national defense, funding the nation’s promises on delivering health care for seniors, and funding border control, is the one budget feature most likely to increasingly outrage the folks. Recall that in the 1992 presidential race, independent candidate and political unknown Ross Perot made the exploding interest on the national debt a centerpiece of his maverick campaign and captured nearly 20% of the popular vote, thanks in large part to hammering home the looming danger ahead.

Since 2019, interest on the debt has exploded

In the 2019 fiscal year, net interest expense was still no big deal. It totaled just $375 billion, accounting for a modest 1.7% of GDP. By FY 2025 (ended in September), the figure had jumped to $952 billion, a rise of 153%, or 17% a year. In that same six-year period, its trajectory far outstripped the still alarming surges in Medicare (25%) and Medicaid (32%), not to mention national defense (7%). In FY 2025, interest ranked as the third-largest spending area after Social Security, and nearly caught Medicare, which at $997 billion was less than 5% ahead of debt service. Interest gobbled 3.2% of national income, almost twice its share pre-COVID.

From FY ’19 to FY ’25, interest soared from under one dollar in 10 to more than one dollar in six-and-a-half of all U.S. spending.

The ramp only accelerated from October through December, the first quarter of FY 2026. Interest expense hit $179 billion, versus $160 billion in the first three months of FY 2025. For that period at the close of last year, it towered as the nation’s second-largest expenditure, narrowly beating both Medicare and national defense. In its most recent long-term budget projections, the CBO estimates that interest will keep gobbling more and more of national income, going from today’s 3.2% by 4.0% by 2034. At that level, interest costs would reach $1.6 trillion—almost 70% more than today—and replace Medicare by a hair as the budget’s second-highest cost. At that point, interest would be absorbing the equivalent of one in four dollars collected in all individual income taxes.

It’s the basic, “primary” deficit that’s causing the jump in interest costs

The interest takeoff arises from a fundamental problem. The underlying source is the “primary” deficit, the structural gap between revenues and outlays that that creates big shortfalls before counting interest expense. As the primary deficit grows, the U.S. must borrow the expanding difference, and that’s been the story. Adding to the pain: As the principal amount owed has kept expanding, so too has the cost of financing each new billion dollars added to the tab. Since 2019, the average rate on U.S. debt has risen substantially, from a super-bargain 2.49% seven years ago, to 3.35% in FY 2025. And it’s only at its current range in the mid-3’s because the U.S. is relying heavily on short-term borrowings to hold down the overall expense, meaning that if the Treasury wants to reduce risk by refinancing that debt with 10-year or even longer-duration bonds, the rates it pays to rise well beyond the current numbers, hiking total interest expense even more.

As the gulf between what the U.S. spent and collected kept waxing, interest became a bigger and bigger contributor to the deficits that now raise such dread. The shortfall between revenues and expenses vaulted from $998 billion in 2019 to $1.8 trillion in FY 2025. That’s a leap of $800 billion, or 80%. In that span, interest added $577 billion to the federal budget, accounting for roughly 70% of the notorious deficit. The CBO projects that under current law, the gap will zoom to $1 trillion in FY 2025, a staggering 6% of GDP, to 117% in 2034. The agency forecasts that interest will join Medicare as the top drivers of that 17-point advance.

It’s important to note that the additional tariffs imposed by the Trump administration, though a significant fundraiser, haven’t come close to slowing that growing “V” between receipts and spending. Interest is a big part of the story. In FY 2025, the U.S. raised around $200 billion from import duties and associated revenues, some $125 billion more than the previous fiscal year. In the same interval, interest expense grew from $881 billion to $952 billion. That extra $71 billion offsets almost 60% of the gains from tariffs.

All told, debt service is claiming an ever-greater share of the dollars America has promised to spend on benefits for future generations. Those payments hogging more and more of our tax dollars are the price we’re paying for years of overspending and under-taxing. If anything decisively gets American voters to focus on the damage from debt and deficits, it’s the ravages of Big Interest.



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The new rules of office space now that the ‘genie is out of the bottle on hybrid’

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Hybrid work has emerged as the preferred mode of work among the majority of Americans. That trend has sent a ripple effect across the commercial real estate industry.

With 52% of U.S. workers now saying they are hybrid workers, according to a recent Gallup poll and real- estate dealmaking having slowed, experts say that the industry is facing a demand shift that landlords can’t afford to ignore. Chase Garbarino is CEO of HqO, a software company that works across more than one billion square feet of office space globally and tracks the effectiveness of office amenities. He told Fortune that the number one rule of real estate remains location, location, location, but there are new rules for offices.

The fact that the genie is out of the bottle on hybrid means there’s going to be a lot of structural changes in how landlords need to operate their business models,” Garbarino told Fortune. “The whole industry is kind of predicated upon the 10-year-plus lease as the one product skew that they want. They’re going to have to think and act a lot more like hotels.”

The 10-year lease provides guaranteed long-term financial stability for landlords, handing them a predictable cash flow and minimized turnover costs. Yet that model, Garbarino says, has been upended by the rise of hybrid work because employers aren’t committing to 10-year leases as much as they used to. He says landlords must win tenants back, guaranteeing luxuries and services that can keep them long-term.

A K-Shaped Office Economy

A 2025 analysis by brokerage JLL and Commercial Observer found that lease length has diverged among sectors. The average lease term among financial services companies was 7.6 years, shrinking to 5.3 years for tech firms, and to just 3.5 years for AI startups. Even for Class A space, or the most prestigious real estate, leases were growing shorter.

“They have to earn the people back time and time again,” Garbarino said.

Amid return to work mandates, Manhattan’s luxury real estate market is on the rise among financial services, legal, and technology companies. The number of leases signed for Manhattan office space worth $100 per square foot reached an all-time high in 2025, according to reporting from the Financial Times. There were 313 leases signed at a price of at least $100 per square foot last year, up from 212 in 2024, nearly a 50% increase year over year, according to data from brokerages JLL and CBRE.

Companies like JPMorgan Chase have cashed in on luxury. In October, JPMorgan announced a move to 270 Park Ave. a $3 billion, 60-story office space—of which the company owns—equipped with all the furnishings of a luxury resort spa, from hot and cold plunges and meditation rooms, to 19 restaurants and an assortment of coffee shops. 

But that transformation is not limited to New York. Companies across the U.S. are going all in on luxurious amenities for its employees. Larry Ellison’s Oracle—which is slated to take over U.S. operations of TikTok—is constructing a 70-acre tech campus in Nashville that will function as a town of its own, and will include a high-end Nobu restaurant and a hotel.

While Garbarino notes that nap pods are currently the most booked amenity at a building adjacent to JPMorgan’s headquarters, he maintains that amenities alone aren’t enough to drive workers back to the office. “All we’re really seeing in commercial real estate is that frankly space is a commodity,” he said. “Location is still important. It’s not enough of a differentiator.”

Instead, he argues that their effectiveness often depends on the office policy, and that amenities help to create a healthy environment for those required to be in the office full-time, rather than acting as the primary draw themselves. “These things are going to be the balancing factor,” Garbarino said. “If you’re going to work all day and night and be here all the time, we want to balance it with a healthy work environment.”



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Gavin Newsom’s anti-Zohran moment: the California billionaires tax

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Gavin Newsom’s stance against California’s proposed “Billionaire Tax Act” has exposed a rift in the Democratic Party, with the erstwhile progressive governor taking a stance on the side of wealth and implicitly against the wing of his party that has claimed billionaires shouldn’t even exist. Where New York City Mayor Zohran Mamdani has built a national profile off an unabashed “tax the rich” message, Newsom is staking out an explicitly anti-wealth-tax position, an important moment with Newsom a presumed frontrunner of the 2028 presidential nomination.​

The fight centers on the 2026 Billionaire Tax Act, a ballot initiative that would impose a one-time 5% levy on the assets of anyone in California worth more than $1 billion, affecting roughly 200 ultrawealthy residents. Unlike an income tax, the measure would require billionaires to tally up their total wealth and cut a big check to Sacramento if voters approve it in November.​

Labor unions and health advocates backing the measure promise tens of billions of dollars for schools, food assistance, and health programs in a state with some of the country’s starkest inequality. Supporters frame it as a one-time recalibration of the social contract, not an annual raid on the rich, and argue that the political energy behind it could serve as a template for other blue states wrestling with similar divides between wealthy coastal enclaves and working-class communities.​

Newsom’s break with the left

Newsom has responded with unusual bluntness, calling the wealth tax “bad economics” and warning that it is already driving a billionaire exodus from California even before voters weigh in. He has publicly vowed the initiative “will be defeated,” signaling he is prepared to campaign against it if it qualifies for the ballot.​

That stance places him in direct conflict with powerful players in his own party, including unions that were central to his 2021 recall survival and national progressives like Sen. Bernie Sanders, who have endorsed the tax as a model for tackling concentrated wealth. Strategists say the clash could define Newsom’s final year as governor and shape his likely 2028 presidential run, forcing him to balance his ties to tech donors with a base that increasingly sees taxing billionaires as a litmus test for serious inequality politics.​

Silicon Valley’s anxiety and escape hatch

In Silicon Valley, the proposal has triggered a full-blown panic among founders and investors who fear it will accelerate an already visible migration of capital and talent out of California. High-profile figures, including Google co-founders Larry Page and Sergey Brin, have moved to reduce their ties or residency in the state ahead of a January 1, 2026 cutoff that could make them retroactively subject to the tax if it passes.​

Business groups, boosted by millions in contributions from tech billionaires such as Peter Thiel, are pouring money into committees fighting the measure and amplifying warnings that the tax would hollow out the state’s innovation hub and shrink long-term income tax revenues. Their argument has given Newsom political cover to cast his opposition as fiscal prudence rather than donor protection, even as critics say he risks cementing California as a sanctuary for the ultrawealthy at the expense of public investment.​

The ‘anti‑Zohran’ contrast

The political contrast with Zohran Mamdani, New York City’s ascendant left-wing mayor, could not be starker. Mamdani has openly declared that “I don’t think we should have billionaires” and made higher taxes on the rich a centerpiece of his platform, pressing for new levies on millionaires and the most profitable corporations as a core “affordability agenda.”​​

Although Mamdani hasn’t backed a billionaires tax like the one proposed in California, or publicly commented on this particular ballot initiative, he campaigned on a 2% city income tax surcharge on incomes over $1 million, targeting roughly 34,000 high‑income New Yorkers. New York Gov. Kathy Hochul, an increasingly close Mamdani ally, has ruled out broad tax hikes.

To be sure, Mamdani has shown signs that his politics will be less radical in practice than they seemed on the campaign. Famously, his November White House visit with President Donald Trump shocked left and right alike, as the two seemingly opposed figures largely got along and have reportedly been texting each other since.

A party split down the middle

The California fight encapsulates a broader argument roiling Democrats over whether confronting inequality requires directly taxing accumulated wealth or prioritizing growth and investment incentives. On one side stand unions, Sanders-style progressives, and officials in the Mamdani mold who view billionaire wealth as both a moral scandal and an untapped revenue source; on the other are pro‑business Democrats like Newsom who worry that aggressive wealth taxes will backfire economically and politically.​

As signatures are gathered and money pours in from both sides, the Billionaire Tax Act is becoming more than a state-level skirmish; it is evolving into a proxy fight over the future of Democratic economic policy in the post‑Biden era. For Newsom, the gamble is clear: staking his national ambitions on the bet that a Democratic Party skeptical of billionaires will still accept a nominee who killed a billionaire tax in his own state.

The importance of affluent donors

Over the past few decades, wealth and political power have concentrated sharply at the top, with the political giving of the 100 richest Americans surging more than 100-fold since 2000 and far outpacing the rising cost of campaigns. Court decisions such as the 2010 Citizens United ruling and the growth of super PACs have enabled billionaires to spend hundreds of millions of dollars per cycle, often shaping primaries, underwriting issue campaigns, and increasingly backing Donald Trump’s GOP in 2024 and beyond.

Newsom has long been a favorite of affluent donors, drawing support from a set of elite San Francisco families — including branches of the Getty, Pritzker, and Fisher fortunes — who have collectively steered tens of millions of dollars to his campaigns over more than two decades. During the 2021 recall fight, Newsom also attracted high-profile billionaire support from Netflix co-founder Reed Hastings, and agribusiness magnates Stewart and Lynda Resnick.

If Newsom were to mount a presidential bid, many of these billionaires — especially Hastings and members of the Getty and Pritzker families — would be natural early financiers, given their long record of underwriting his rise and their alignment with his pro-business, socially liberal brand of Democratic politics. More broadly, Newsom’s ties to California’s tech and donor class, including figures like former Google CEO Erik Schmidt, who has backed him in state races, position him to tap into the same West Coast mega-donor network that has increasingly defined the Democratic Party’s financial backbone in national contests.

For this story, Fortune journalists used generative AI as a research tool. An editor verified the accuracy of the information before publishing.



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