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Economists Said AI Wouldn’t Take Jobs—Some Now Admit They Got It Wrong

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In brief

  • A major multi-university study finds faster AI means fewer people working.
  • Economists now see real job losses alongside strong economic growth.
  • The debate has shifted to whether AI will replace the need for new jobs entirely.

For years, economists were the professionals most likely to tell you to calm down about any fear related to technology. ATMs didn’t replace cashiers, Excel didn’t replace bookkeepers and robotic vacuums didn’t replace maids. “Augment, not replace” was the consensus.

Well, that consensus is cracking.

A new paper from researchers at the Federal Reserve Bank of Chicago, the Forecasting Research Institute, Yale, Stanford, and the University of Pennsylvania surveyed 69 economists, 52 AI specialists, and 38 superforecasters about how AI will reshape the U.S. economy.

All three groups agree on one thing: Faster AI progress means lower labor force participation. That’s the polite way to say “fewer people working.”

The numbers are staggering. Under what the researchers call the “rapid” scenario—where AI surpasses human performance across most cognitive and physical tasks by 2030—economists forecast the U.S. labor force participation rate dropping from its current 62% to 54% by 2050.

About half of that drop, roughly 10 million lost jobs, would be directly attributable to AI rather than demographics or other trends.

The rapid scenario isn’t science fiction. It’s the world where AI can negotiate book contracts, assist in any factory or home, and replace all freelance software engineers, paralegals, and customer service agents.

Anthropic CEO Dario Amodei has already warned that the disruption is accelerating faster than most expect—and the study’s rapid scenario effectively validates that framing. GDP tells the other half of the story.

Under the same rapid scenario, economists project annual GDP growth hitting 3.5% by 2045-2049—approaching post-WWII boom levels. AI experts are even more bullish, forecasting 5.3% growth. Tremendous aggregate wealth creation, concentrated at the top, with a thinner workforce to share it. The researchers flag that under rapid AI, the wealthiest 10% of households could hold 80% of total wealth by 2050—higher than pre-WWII inequality.

But there’s a nuance that often gets lost in the AI jobs debate. The paper finds that expert disagreement isn’t mainly about whether powerful AI will arrive, but about what happens to the economy once it does. That’s a meaningful shift. The previous pro-tech arguments assumed that even transformative automation would eventually create new categories of work. The new question economists are wrestling with is whether AI, unlike ATMs, automates the task of inventing new tasks.

For now, the aggregate employment data still looks mostly stable. A Yale and Brookings study from late 2025 found no mass unemployment signal nearly three years after ChatGPT’s launch. But research cited in the new paper documents a 13% relative employment drop among workers aged 22-25 in the most AI-exposed occupations. The macro is stable. The leading edge is not.

On policy, economists and the general public part ways sharply. Economists favor targeted retraining programs (71.8% support) and largely reject job guarantees (13.7%) and universal basic income (37.4%). The general public is far more open to structural interventions. The paper’s authors note that optimal policy depends heavily on which scenario plays out—and right now, nobody knows which one will.

So, the “augment, not replace” parable isn’t dead, but it’s on life support, and the economists running the numbers have enough data to be worried.

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Bitwise files updated S-1 for Hyperliquid ETF as HYPE fund race heats up

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Crypto asset manager Bitwise has filed an amended registration statement with the U.S. Securities and Exchange Commission for a proposed exchange-traded fund (ETF) tied to Hyperliquid’s HYPE

The updated S-1 for the fund, which would hold HYPE directly and list on NYSE Arca, said it would trade under the ticker BHYP. The fund aims to track the token’s price, offering investors exposure to it without leveraging crypto exchanges or wallets.

The proposed product includes a staking component. Bitwise said the fund would stake a portion of its holdings to earn additional tokens, with about 85% of staking rewards retained after fees.

The filing also details a 0.67% annual management fee and custody arrangements with Anchorage Digital, a federally chartered crypto bank.

The price of Hyperliquid’s HYPE token has surged over the past year. The token is up around 200% over the last 12 months, as it became the go-to decentralized trading platform for perpetual contracts, including those tied to traditional financial products.

Other asset managers have also moved to list HYPE-linked exchange-traded funds. These include Grayscale, which filed last month to list under the ticker GHYP on Nasdaq, as well as 21Shares and VanEck.

NatWest and Sainsbury’s Expand Partnership to Launch Embedded Financial Products

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NatWest and Sainsbury’s have unveiled a new strategic agreement designed to bring a fresh suite of financial products directly to the grocer’s customer base. Set to roll out in the second half of 2026, the partnership will offer tailored savings, loans, and credit options, complete with exclusive benefits integrated into the Nectar loyalty programme.

This latest collaboration builds directly upon NatWest’s 2025 acquisition of Sainsbury’s Bank plc’s core personal loan, credit card, and retail deposit portfolios. By joining forces, the two retail giants aim to deliver financial products that support everyday consumer needs while explicitly rewarding loyalty through the established Nectar ecosystem. Nectar members will be able to access tailored rates on savings and loans as a core feature of the partnership.

Powered by Banking-as-a-Service
Solange Chamberlain, CEO of retail banking at NatWest

The new product rollout will include:

  • A new NatWest Nectar credit card: Provided directly by NatWest Retail, this card will allow shoppers to collect Nectar points on everyday purchases, with built-in opportunities to earn bonus points.

  • Instant access savings and unsecured personal loans: These products will be accessible entirely through Sainsbury’s digital channels and will be powered by NatWest Boxed, the bank’s cloud-native Banking-as-a-Service (BaaS) platform.

Solange Chamberlain, CEO of retail banking at NatWest, highlighted the strategic value of combining forces.

Patrick Short, managing director of financial services at Sainsbury’s

“Partnering with Sainsbury’s enables NatWest to help many more families with their financial needs, combining our expertise and financial know-how with a seamless digital experience and Sainsbury’s scale,” Chamberlain stated. “This ongoing partnership is a great example of our focus on exceptional customer service and accelerating growth in our Retail Banking business through innovative partnerships that deliver for our customers where they are.”

Patrick Short, managing director of financial services at Sainsbury’s, echoed the mutual benefits of the agreement.

“We’re committed to working with trusted partners who share our values and dedication to delivering outstanding service for our customers,” Short commented. “Building on our success together, we are pleased to extend our agreement with NatWest, whose deep expertise and customer-first approach continue to make them an ideal partner for our evolving financial services offering.”

Expanding the embedded finance footprint

The ongoing alliance with Sainsbury’s represents NatWest’s third major foray into the embedded finance space. In 2025, the bank announced similar strategic partnerships with The AA—providing instant access savings and unsecured loans to its motoring members—and with Saga, delivering tailored savings products specifically for its over-50s customer demographic.

Currently serving one in three families in the UK, NatWest views these strategic collaborations as a vital avenue to drive organic growth, diversify income, and ultimately support customers through critical financial milestones.

Crypto Clarity bill has 30% chance of passing this year, Wintermute’s Hammond says

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Ron Hammond, head of policy at crypto market maker Wintermute, has a cautious outlook on the Clarity Act, putting its chances of passage this year at around 30% even as momentum builds in Washington.

“There are a lot of moving parts,” Hammond said, pointing to a legislative process that is advancing, but unevenly. The Clarity Act aims to create rules around crypto market structure regulation in the U.S., including codifying how the Securities and Exchange Commission and Commodity Futures Trading Commission can oversee digital assets in the U.S.

Hammond’s estimate broadly aligns with other signals in the market. A recent Punchbowl survey of lobbyists and staffers put the odds at 26%, while prediction market Kalshi has hovered just above even odds. The spread underscores how uncertain the bill’s trajectory remains.

Still, Hammond, who will be speaking at CoinDesk’s Consensus Miami conference next month, sees incremental progress. Lawmakers are pushing to move the bill through committee, with some aiming for a vote as early as April 20, though he cautioned that such timelines have been fluid for months.

“These dates are moving,” he said. “There’s light at the end of the tunnel, but there are hurdles along the way.”

Passage of the Clarity Act is widely seen as a key unlock for institutional adoption of crypto because it would establish clear rules around which digital assets are securities versus commodities, and define how they can be traded, custodied and otherwise regulated in the U.S.

Today’s fragmented and uncertain framework has kept many large asset managers, banks and pension funds on the sidelines due to legal and compliance risks. A comprehensive market structure law would reduce that ambiguity, giving institutions the confidence to scale exposure, launch new products, and integrate crypto more fully into traditional financial systems.

Hurdles

At the center of those hurdles: banks.

According to Hammond, traditional financial institutions remain the biggest obstacle, particularly around the issue of whether stablecoins should offer yield. A recent report from the Council of Economic Advisers has pushed back on bank opposition, but negotiations remain stuck.

“There have been attempts from a number of sides: Coinbase (COIN), the White House, the bill’s drafters, to find a solution,” Hammond said. “But at every turn, the banks refuse to give way.”

The dispute has already derailed at least one compromise. Hammond said a proposed “yield deal” floated roughly two weeks ago failed to satisfy either side, sending negotiators back to the drawing board. A new version is now circulating, but expectations are tempered.

“Even with broader macro pressures, it’s hard to see how the banks get happy here,” he said.

Democrats

That resistance is shaping the politics around the bill, particularly for Democrats. Hammond noted that some lawmakers who have accepted crypto industry funding are now navigating a difficult balancing act.

“If you’re a Democrat who took crypto money, where do you stand on this issue?” he said, pointing also to unresolved concerns around decentralized finance (DeFi) and anti-money laundering compliance.

Additional political headwinds could emerge in the coming months. Hammond flagged ongoing scrutiny around former President Donald Trump’s crypto-related dealings as a potential flashpoint that could complicate Democratic support if it intensifies around June.

“All of that becomes another headache,” he said.

Despite the friction, Hammond believes the bill still has a viable, if narrow, path forward. Progress in committee and continued negotiations could keep it alive into midyear, when political incentives may shift.

“There will be some progress soon,” he said.

U.S. expansion

For Wintermute, the stakes are high. The firm, one of the largest crypto market makers globally with roughly $10 million in daily trading volume, is expanding its U.S. footprint, and growing its New York team.

Hammond said that reflects a broader industry commitment to the U.S. market, particularly under what firms see as a more favorable regulatory environment. “Wintermute has expanded operations since the election by establishing a U.S. office in NYC and we have been actively hiring,” he added.

That makes the outcome of the Clarity Act all the more consequential. While Hammond sees “light at the end of the tunnel,” he emphasized that passage in 2026 will require breakthroughs that have so far proved elusive.

For now, 30% remains his number, and a reminder that progress in Washington does not always translate into results.

Read more: Bitcoin is stuck in a rut but JPMorgan says new legislation could be the ultimate spark

Paying Iran in Crypto Could Put Shippers at Sanctions Risk: Analyst

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Shipping firms that turn to cryptocurrency to pay potential transit fees to Iran could face significant sanctions exposure, according to Kaitlin Martin, senior intelligence analyst at Chainalysis.

Martin told Cointelegraph that under the current sanctions framework, any payments made to the Iranian regime, including those tied to passage through key waterways, could be interpreted as “material support,” putting companies at risk of violating US and international restrictions.

“Doing so could carry significant sanctions violation risk, as the Iranian Revolutionary Guard Corps is sanctioned by multiple jurisdictions and Iran is subject to comprehensive sanctions by the United States,” she said.

The warning comes amid reports that Iran may seek to collect transit fees in cryptocurrency. While there has been no official confirmation, US President Donald Trump has said he would not accept any attempt by Tehran to impose tolls on shipping through the vital waterway.

Related: White House warns staff as Iran bets add to growing insider trading concerns

Iran expands crypto use

Tehran has already expanded its use of digital assets, particularly stablecoins, to facilitate trade in oil, weapons and commodities, based on publicly available data, Martin said.

However, she noted that cryptocurrency is not a foolproof workaround for sanctions. While it enables cross-border transfers outside the conventional financial system, blockchain transactions are inherently transparent and leave a permanent record.

Source: Arkham

“In many ways, cryptocurrency is actually easier to trace than traditional methods of sanctions evasion,” she said, pointing to the ability of investigators to follow funds to cash-out points where assets can be frozen or seized.

Other sanctioned states have also explored similar approaches. Russia, for instance, has used digital tokens such as A7A5 to facilitate cross-border trade following sanctions imposed after its 2022 invasion of Ukraine.

Related: Bitcoin community weighs in on reports of Iran’s crypto toll for oil ships

Iran’s Bitcoin hashrate drops sharply

As Cointelegraph reported, Iran’s Bitcoin (BTC) mining power has dropped significantly over the past quarter, losing around 7 exahashes per second and falling to roughly 2 EH/s, amid escalating tensions with the United States and Israel.

Despite the regional disruption, the global Bitcoin network remains stable, with total hashrate holding near 1,000 EH/s. Notably, the impact has been contained within Iran, with neighboring countries such as the United Arab Emirates and Oman unaffected.

Magazine: Bitcoin may take 7 years to upgrade to post-quantum — BIP-360 co-author