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Anthropic data confirms Gen Z’s worst fears about AI

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New data from AI startup Anthropic may stoke Gen Z’s fears about their future careers: Companies are using the technology primarily to automate tasks, potentially jeopardizing the quality and quantity of entry-level jobs.

Anthropic’s latest Economic Index report published on Monday found 77% of businesses using the company’s Claude AI software are doing so for automation purposes like “full task delegation,” while just 12% are using the tech for collaborative purposes such as learning. Anthropic used data selected from one million application programming interface transcripts from mostly businesses and software developers for its report.

The proliferation of task automation—most heavily used for coding tasks, as well as writing and educational instruction—is likely a result of both AI bots getting better at completing tasks, as well as users getting more comfortable with the technology, according to Peter McCrory, head of economics at Anthropic. For businesses integrating AI into their workplace, automation may help drive efficiency.

“Businesses are figuring out how to build the embedded infrastructure to unlock the productivity effects,” McCrory told Fortune. “And there are likely to be some labor market implications as well.”

McCrory said the purpose of the report is not to draw conclusions about how AI will impact the labor market in the future. Still, as AI automation tools become more readily available, so does evidence of its impact on the future of labor, particularly for those just entering the job market. A first-of-its-kind study from Stanford University published last month found indications of AI having a “significant and disproportionate impact on entry-level workers in the U.S. labor market,” including a 13% relative employment decline for early-career employees in the most AI-exposed jobs since companies began widely integrating the technology into their workplaces.

Anthropic CEO Dario Amodei is well-aware of the risks of this shift on the labor landscape. He warned in May that AI could wipe out nearly 50% of entry-level white collar jobs within the next five years.

“Most of them are unaware that this is about to happen,” Amodei told Axios. “It sounds crazy, and people just don’t believe it…We, as the producers of this technology, have a duty and an obligation to be honest about what is coming.”

Gen Z’s AI fears, realized

For Gen Z, the fear of AI knocking them off their career paths is already salient. According to a survey by career platform Zety of 1,000 Gen Z workers, 65% of respondents said a college degree would not protect them from a job loss related to AI.

The generation’s concern about AI-related job loss is “on the right track,” Christopher Stanton, associate professor of business administration at Harvard Business School, told Fortune.

According to Stanton, jobs won’t be entirely automated, but tasks will, raising questions more about what is asked of employees, as well as how they are trained. For example, an AI bot may be able to generate marketing copy for an ad, but a writer or editor is still needed to input prompts and edit the outputs.

However, the automation of tasks will have an outsized impact on entry-level jobs in particular, Stanton said. Workplaces will start to prioritize giving workers apprentice-like experiences to train them, which will likely hit wages for those positions.

“You can imagine that AI is doing a lot of what entry-level workers used to do, but you still need those people to get context,” he said. “You might imagine that their wages are going to fall so that they can accumulate experience.”

There’s another shift Stanton can envision for young people: a switch to occupations requiring physical labor that AI is currently unable to perform, such as trades. According to a 2024 Harris Poll commissioned by Intuit Credit Karma, about 78% of Americans said they’ve noticed a surge of young people pursuing trade jobs like carpentry, electrical work, and welding.

“The generative AI revolution is proceeding much faster than the revolution in physical AI or robotics,” Stanton said.

Cashier or consultant?

It’s still early to predict the impact of AI on the labor market with certainty, Stanton said, but there’s a wealth of data indicating that when young people graduate into a weak labor market, they can suffer long-term professional and financial consequences.

A 2016 landmark study titled “Cashier or Consultant?” measured how entry conditions of the labor market impacted college graduates’ wages more than a decade after graduation, using data from students from the graduating classes of 1974 to 2011. The study found that entering the workforce during a recession was associated with a roughly 10% reduction in wages in the first year of employment, an effect that mostly faded after seven years after graduation. For high-earning majors like finance, these effects were less pronounced; for low-earning majors like philosophy, they were more pronounced.

This drop-off in income for those graduating into a recession could be because in order to get a job, recent graduates find work on the lower end of the occupational earnings distributions, like working as a barista or restaurant server, which pay less, but could be more readily available, Stanton said. Today’s budding young professionals are not trying to join the work force during a recession, but they are entering a weak labor market, in part due to the changing AI landscape. Therefore, there are some unfortunate parallels between young Gen Z needing to sacrifice wages due to wavering job opportunities and millennials graduating into the Great Recession.

“We at least have some past empirical evidence that does give us a signal, where some recent college graduates graduating into a recession have historically been pretty extreme for people’s careers,” Stanton said.

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Gen Z is drinking 20% less than Millennials. Productivity is rising. Coincidence? Not quite

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For all the noise surrounding alcohol today, one fact rarely enters the conversation: societies with moderate, responsible drinking habits consistently outperform economically. Across OECD economies, decades of analysis confirm this link, showing that responsible consumption supports higher productivity and more resilient growth.

This isn’t just a lifestyle trend — it’s a shift in the fundamentals of growth. Gen Z is drinking differently, Dry January participation continues to rise, and employers are increasingly focused on performance, wellbeing, and sustainable productivity. These cultural shifts map onto a deeper economic trend: moderation is no longer just a personal choice, it’s becoming a structural feature of modern business strategy.

At the same time, global conditions are changing. Demographic shifts, rising health awareness, and evolving consumer expectations are altering the way societies engage with alcohol. The question today is not only how much people drink, but how drinking patterns influence labor markets, healthcare budgets, consumer behavior, and business innovation. In short, moderation has become more than a public health issue — it’s now a lever for economic competitiveness.

Responsible Consumption as an Economic Lever

Globally, we’ve grown accustomed to the idea that the alcohol sector is propelled by volume. But volume-led growth no longer tells the full story. Industry analysis shows that even as volumes fall and more consumers moderate, global alcohol spending continues to rise. Emerging markets now contribute over 65 percent of leading brewers’ profits, and the no-alcohol category has become a market worth tens of billions of dollars, growing at double-digit rates. These dynamics illustrate a shift from volume to value: responsible consumption patterns are not reducing economic value; they’re redirecting it, toward premium formats, adjacent categories, and new job creation.

New reporting from IWSR shows that while sales volumes have softened in some markets, underlying consumer demand remains remarkably stable. In the United States, the average number of drinks per adult per week has hovered between 10 and 12 for decades and is only modestly below its 2021 peak. Rather than a collapse in consumption, the data suggests a shift toward lower-volume, higher-value formats, a move that benefits both public health and profit margins.

Behind this shift is a more intentional consumer. People increasingly ask not only what a product is, but how it aligns with their lifestyle, values, and expectations for transparency. These factors are shaping purchasing behavior, and forcing businesses to innovate in ways that reward responsibility over excess.

A Virtuous Cycle for Growth

While precise quantification is complex, evidence shows that countries with lower rates of harmful drinking experience lower healthcare burdens and fewer workdays lost to alcohol-related issues. These gains feed what economists call a virtuous cycle: healthier societies support stronger economies, and stronger economies enable healthier choices.

Some still see moderation as a threat to the alcohol industry. In reality, it’s a catalyst for smarter, more sustainable growth. Moderation and responsible consumption are part of a broader shift toward value creation that supports societal well-being, investor interest, and business continuity.

A More Inclusive Model of Economic Growth

A more inclusive growth model depends on balance, not the false binary of abstinence versus excess, but a middle ground where informed adults can enjoy products responsibly, underage drinking continues to decline, and companies innovate in ways that reflect both consumer values and public health priorities.

Governments play a key role through evidence-based regulation. Companies contribute by leading on responsible innovation. Consumers participate by making informed choices. Together, these forces are reshaping how economic value and public good coexist.

The Opportunity Ahead

We’re at an inflection point. The economics of alcohol are changing, and so is the definition of growth. As businesses and governments revisit what sustainable prosperity looks like in the decade ahead, moderation will be central to that conversation. It’s not a moral stance or a temporary trend — it’s a data-driven strategy for long-term resilience.

For executives, the message is clear: moderation isn’t a soft signal — it’s a sharp business edge. Those who embrace it early will lead.

The opinions expressed in Fortune.com commentary pieces are solely the views of their authors and do not necessarily reflect the opinions and beliefs of Fortune.



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Banking on carbon markets 2.0: why financial institutions should engage with carbon credits

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The global carbon market is at an inflection point as discussions during the recent COP meeting in Brazil demonstrated. 

After years of negotiations over carbon market rules under Article 6 of the Paris Agreement, countries are finally moving on to the implementation phase, with more than 30 countries already developing Article 6 strategies. At the same time, the voluntary market is evolving after a period of intense scrutiny over the quality and integrity of carbon credit projects.

The era of Carbon Markets 2.0 is characterised by high integrity standards and is increasingly recognised as critical to meeting the emission reduction goals of the Paris Agreement.

And this ongoing transition presents enormous opportunities for financial institutions to apply their expertise to professionalise the trade of carbon credits and restore confidence in the market. 

The engagement of banks, insurance companies, asset managers and others can ensure that carbon markets evolve with the same discipline, risk management, and transparency that define mature financial systems while benefitting from new business opportunities.

Carbon markets 2.0

Carbon markets are an untapped opportunity to deliver climate action at speed and scale. Based on solutions available now, they allow industries to take action on emissions for which there is currently no or limited solution, complementing their decarbonization programs and closing the gap between the net zero we need to achieve and the net zero that is possible now. They also generate debt-free climate finance for emerging and developing economies to support climate-positive growth – all of which is essential for the global transition to net zero.

Despite recent slowdowns in carbon markets, the volume of credit retirements, representing delivered, verifiable climate action, was higher in the first half of 2025 than in any prior first half-year on record. Corporate climate commitments are increasing, driving significant demand for carbon credits to help bridge the gap on the path to meeting net-zero goals.

According to recent market research from the Voluntary Carbon Markets Integrity initiative (VCMI), businesses are now looking for three core qualities in the market to further rebuild their trust: stability, consistency, and transparency – supported by robust infrastructure. These elements are vital to restoring investor confidence and enabling interoperability across markets.

MSCI estimates that the global carbon credit market could grow from $1.4 billion in 2024 to up to $35 billion by 2030 and between $40 billion and $250 billion by 2050. Achieving such growth will rely on institutions equipped with capital, analytical rigour, risk frameworks, and market infrastructure.

Carbon Markets 2.0 will both benefit from and rely on the participation of financial institutions. Now is the time for them to engage, support the growth and professionalism of this nascent market, and, in doing so, benefit from new business opportunities.

The opportunity

Institutional capital has a unique role to play in shaping the carbon market as it grows. Financial institutions can go beyond investing or lending to high-quality projects by helping build the infrastructure that will enable growth at scale. This includes insurance, aggregation platforms, verification services, market-making capacity, and long-term investment vehicles. 

By applying their expertise and understanding of the data and infrastructure required for a functioning, transparent market, financial institutions can help accelerate the integration of carbon credits into the global financial architecture. 

As global efforts to decarbonise intensify, high-integrity carbon markets offer financial institutions a pathway to deliver tangible climate impact, support broader social and nature-positive goals, and unlock new sources of revenue, such as:

  • Leveraging core competencies for market growth, including advisory, lending, project finance, asset management, trading, market access, and risk management solutions.
  • Unlocking new commercial pathways and portfolio diversification beyond existing business models, supporting long-term growth, and facilitating entry into emerging decarbonisation-driven markets.
  • Securing first-mover advantage, helping to shape norms, gain market share, and capture opportunities across advisory, structuring, and product innovation.
  • Deepening client engagement by helping clients navigate carbon markets to add strategic value and strengthen long-term relationships.

Harnessing the opportunity

To make the most of these opportunities, financial institutions should consider engagements in high-integrity carbon markets to signal confidence and foster market stability. Visible participation, such as integrating high-quality carbon credits into institutional climate strategies, can help normalise the voluntary use of carbon credits alongside decarbonisation efforts and demonstrate leadership in climate-aligned financial practices.

Financial institutions can also deliver solutions that reduce market risk and improve project bankability. For instance, de-risking mechanisms like carbon credit insurance can mitigate performance, political, and delivery risks, addressing one of the core challenges holding back investments in carbon projects. 

Additionally, diversified funding structures, including blended finance and concessional capital, can lower the cost of capital and de-risk early-stage startups. Fixed-price offtake agreements with investment-grade buyers and the use of project aggregation platforms can improve cash flow predictability and risk distribution, further enhancing bankability.

By structuring investments into carbon project developers, funds, or the broader market ecosystem, financial institutions can unlock much-needed finance and create an investable pathway for nature and carbon solutions.

For instance, earlier this year JPMorgan Chase struck a long-term offtake agreement for carbon credits tied to CO₂ capture, blending its roles as investor and market facilitator. Standard Chartered is also set to sell jurisdictional forest credits on behalf of the Brazilian state of Acre, while embedding transparency, local consultation, and benefit-sharing into the deal. These examples offer promising precedents in demonstrating that institutions can act not only as financiers but as integrators of high-integrity carbon markets.

The institutions that lead the growth of carbon markets will not only drive climate and nature outcomes but also unlock strategic commercial advantages in an emerging and rapidly evolving asset class.

However, the window to secure first-mover advantage is narrow: carbon markets are now shifting from speculation to implementation. Now is the moment for financial institutions to move from the sidelines and into leadership, helping shape the future of high-integrity carbon markets while capturing the opportunities they offer.

The opinions expressed in Fortune.com commentary pieces are solely the views of their authors and do not necessarily reflect the opinions and beliefs of Fortune.



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This CEO went back to college at 52, but says successful Gen Zers ‘forge their own path’

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Being a successful college dropout is worn like a badge of honor for many in the business world. After all, some of the wealthiest leaders—Mark Zuckerberg, Bill Gates, and Larry Ellison—never finished their degrees, and they’re proud of it.

Lauren Antonoff once wore that badge, too. After her apartment burned down as a student at University of California, Berkeley, and she missed finishing her diploma, she still managed to break into tech, spending nearly two decades at Microsoft and later serving as a senior executive at GoDaddy. After building a career without the credential she was supposed to have, Antonoff took pride in proving she didn’t need it.

But after 25 years in the industry, Antonoff became burdened by what she felt was “unfinished business.” So in 2022, during a rare career break, she was back in a UC Berkeley lecture hall—this time as a 52-year-old peer among classmates half her age. Antonoff’s schedule was filled with courses in rhetoric, political science, and even biotech.

Going back to school wasn’t ultimately revolutionary for her career, she admitted to Fortune, but it did sharpen her perspective on adaptivity and staying focused on long-term goals—even when life takes unexpected turns.

“There are probably some people who approach college from like, ‘I’m going to do the assignment and do what I’m told,’” she told Fortune. “But the students I think that really thrive are the ones who forge their own path.”

Now, as CEO of Life360—the family location app worth more than $5 billion—she sees clear parallels between navigating a classroom and navigating the C-suite.

“That’s a lot of what CEOs do is look at the range of possibilities, figure out what the options are, and pick a path,” she added. “And pick a path knowing that you can’t know the future, knowing that you don’t get to know if you’re right until after and being the ones to shoulder that responsibility.”

Forging your own path can sometimes be somewhat of a privilege and can take time, Antonoff admitted. But, she said, small steps can create momentum. 

“I’m a big believer in finding your way in the world,” Antonoff said. “That’s not just about getting a job; if you don’t have a job, start something. If you don’t have a job, go volunteer someplace. In my experience, being active and working on problems that you’re interested in—one thing leads to another.”

The secret to reach the ‘highest levels of success’

Growing up, Antonoff thought she knew exactly where her career was heading: civil rights law. At UC Berkeley, she planned to study rhetoric and political science and then make the jump to law school.

But after buying her first MacBook to write papers, she found an unexpected fascination in technology—and began asking questions. That curiosity led her to the Berkeley Mac User group, where she realized tech might be more than just a hobby.

Her advice for Gen Z echoes that early pivot.

“Do what you love,” she said. “I think it’s very hard to reach the highest levels of success if you don’t have the energy and the passion. I think when you are excited about something, it sort of fuels those creative juices and those insights that allow you to chart the future and bring people along with you.”

In December 2022, Antonoff finally walked across the stage and added one long-awaited line to her résumé: B.A., UC Berkeley. By the following May, she had been named COO of Life360—and within two years, CEO.



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