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The next big corporate risk isn’t AI—it’s antitrust

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Corporate America is fixated on the wrong headline risk. While boardrooms debate model updates and AI guardrails, the more immediate threat is hiding in plain sight: the quiet hollowing out of the workforce—and the middle class that underwrites it. In just three months of 2025, 1.147 million foreign-born workers disappeared from the U.S. labor force, nearly a third of them foreign-born women. Over the same quarter, nearly 300,000 Black women were pushed out of the workforce. Those aren’t statistical blips; they’re structural alarms.

Look under the surface, and the picture sharpens. Black women’s labor force participation fell 2 percentage points in three months—a swing so abrupt that it took 16 years for prime-age women’s participation overall to fall just 4 points. Meanwhile, foreign-born women continue to have a participation rate of around 56%, which is significantly lower than the 77% rate for foreign-born men and slightly below the 57.8% rate for native-born women. Many of these women are funneled into caregiving, hospitality, food service, and domestic work—sectors that are undervalued, underpaid, and highly exposed to volatility. Layer on credentialing barriers, visa restrictions, wage theft in informal jobs, and chronically unaffordable childcare, and the result is predictable: talent exits.

Why these exits weaken balance sheets

These exits distort the dashboard. When people stop looking for work, unemployment improves on paper even as productive capacity erodes in reality. A shrinking labor force means fewer people building, caring, coding, teaching, and selling—and fewer paychecks supporting local businesses, bank deposits, and insurance premiums. The institutions most dependent on steady payrolls, consumer banks and insurers, quietly destabilize.

Banking strategists have been blunt about it: a transforming workforce and slowing population growth are among the greatest long-term threats to banks, with demographic and labor shifts poised to have long-lasting impact if leaders fail to act. Insurers are flagging similar pressure points as aging and a thinner middle class reshape risk pools.

The losses are not theoretical. Barriers that keep foreign-born women out of good jobs cost the U.S. approximately $132 billion in GDP. Part of that is direct pay inequity: foreign-born women earn about $0.85 for every $1 earned by native-born women. Part is misallocation: college-educated immigrant women working below their skill level; clearing credentialing barriers for immigrant professionals would unlock $19 billion in GDP annually (versus GDP for the entire United States of $29 trillion in 2024). The three-month, 300,000-worker exit of Black women shaved $37 billion from GDP.  Bring Black women and foreign-born women back into the labor force at equitable pay and opportunity, and the multiplier effect ripples outward through retailers, banks, health systems, and local tax bases.

The middle class under pressure

All of this lands on a middle class already stretched thin. Since 1971, the share of Americans in the middle class has fallen from 61% to 51%, while the upper tier grew from 11% to 19%. That modest shift in household share delivered a disproportionate gain in income: the upper tier’s slice of U.S. income jumped from 29% to 48%, while the middle class’s share fell from 62% to 43%. The result is a barbell economy—thinner in the middle, heavier at the extremes—where prosperity is concentrated at the top and fragility mounts at the bottom.  For every $1 increase in middle-class wages since the early 1970s, U.S. households faced approximately $2.30 in higher education costs, $2.10 in housing, and $1.50 in healthcare—effectively neutralizing wage gains. That is fragility in macro form.

The corporate reflex: consolidation

When organic growth stalls and customer bases thin, many firms reach for consolidation. If demand is soft, merge to cut costs and gain pricing power. If talent is scarce, merge to capture it. We’ve watched this play out across sectors: airlines, media, regional banks, and beyond. But consolidation is a short-term salve with long-term side effects. Layoffs to remove duplication suppress local demand. Increased employer concentration dampens wage growth. Fewer competitors mean more pricing power but often less innovation. The pie doesn’t get bigger; slices just shift, often away from households that drive broad-based spending.

There’s also the regulatory reality. U.S. antitrust enforcers have made it explicit: when an industry trends toward concentration, any new deal faces a higher bar. The DOJ/FTC Merger Guidelines emphasize how mergers that entrench dominance or worsen consolidation are presumptively harmful. The landmark Google search Antitrust case—the most consequential monopoly trial in decades—illustrates the moment: prosecutors argue Google spent billions to lock in defaults and foreclose rivals, putting every dominance-as-strategy playbook on notice. In this environment, a growth plan that leans on M&A over market expansion courts antitrust risk: years of litigation, blocked deals, forced divestitures, reputational drag.

The real hedge: equity is an operating strategy

If the story of a shrinking workforce ending in lower demand, corporate consolidation, and antitrust crackdowns sounds grim, it doesn’t have to be the ending. There is another path forward. The antidote to an eroding middle class (and the surest route to sustainable corporate success) is investing in people.  In other words, pursuing equity as a business strategy. Expand the labor pool. Bring sidelined groups back into well-paid, upwardly mobile jobs. Remove barriers, including inequitable pay, biased promotion systems, and outdated immigration and licensing rules.

The payoff is enormous. Closing gender labor force participation gaps would inject $1.9 trillion into the economy, according to my proprietary analysis of BLS/Census labor-force data and standard GDP growth modeling. Even incremental moves pay: a 10% increase in intersectional gender equity in companies yields a 1 to 2% revenue lift.

From a corporate finance perspective, equity is a resilience strategy. In its most recent statement, the Federal Reserve warned of stagflation, with the economy slowing, job gains softening, unemployment creeping higher, and inflation staying elevated. In that environment, companies that embed equity at the core of their business strategy see, on average, a 50-point advantage in stock performance compared to the broader market. That’s because inclusive teams don’t just perform better in good times—they deliver higher returns on equity, strengthen governance, and lower the risks of fraud and insolvency when volatility hits

What an equity strategy looks like

  • Smart immigration reforms. Help fill shortage roles by fast-tracking skills translation and work authorization for internationally trained talent【Katie Couric Media】.
  • Ensure fair pay and advancement. Ensure equitable pay at the moment decisions are made. Ensuring equitable pay for women would add $512B to the U.S. economy.
  • Tap underutilized talent. 1M+ college-educated foreign-born women are unemployed or underemployed. Recognize foreign credentials.
  • Build inclusive pathways into growing occupations. Expand access to skilling and transparent hiring in tech and innovation occupations where future growth is concentrated.

The growth choice ahead

Historically, women’s earnings have powered the middle class: more than 90% of middle-class income growth from 1979 to 2018 came from women’s increased earnings. Since 1970, female entry into the labor force has added $2 trillion to the U.S. economy.

Rebuild labor force participation and pay today, and you stabilize the core pillars of growth: demand (more customers with spending power), finance (deeper deposits and steadier credit performance), and insurance (broader, healthier risk pools). You also lower your regulatory temperature, because dynamic, expanding markets are less likely to trigger antitrust intervention. Equity, in this sense, is an antitrust-mitigation strategy. It grows the pie instead of re-slicing a shrinking one.

This is not an argument against AI. Used well, AI can augment human work and boost productivity per hour. But no algorithm can compensate for too few workers or too little pay. Build strategy on a shrinking labor base and a thinning middle class, and even the smartest models will optimize you into a smaller future.

Boards have a clear choice. Engineer earnings via consolidation and accept higher antitrust exposure while your addressable market narrows. Or expand your market by pulling women, foreign-born workers and especially foreign-born women back into good jobs, paying them equitable, and promoting them on merit. The first path buys time. The second builds resilience.

Antitrust doesn’t have to be your next big risk. Ignore the workforce that underwrites your business, and it will be. Rebuild the middle class and you rebuild sustainable growth. That isn’t a social agenda. That’s corporate strategy, at scale.

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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Google DeepMind agrees to sweeping partnership with the U.K. government

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AI lab GoogleDeepMind announced a major new partnership with the U.K. government Wednesday, pledging to accelerate breakthroughs in materials science and clean energy, including nuclear fusion, as well as conducting joint research on the societal impacts of AI and on ways to make AI decision-making more interpretable and safer.

As part of the partnership, Google DeepMind said it would open its first automated research laboratory in the U.K. in 2026. That lab will focus on discovering advanced materials including superconductors that can carry electricity with zero resistance. The facility will be fully integrated with Google’s Gemini AI models. Gemini will serve as a kind of scientific brain for the lab, which will also use robotics to synthesize and characterize hundreds of materials per day, significantly accelerating the timeline for transformative discoveries.

The company will also work with the U.K. government and other U.K.-based scientists on trying to make breakthroughs in nuclear fusion, potentially paving the way for cheaper, cleaner energy. Fusion reactions should produce abundant power while producing little to no nuclear waste, but such reactions have proved to be very difficult to sustain or scale up.

Additionally, Google DeepMind is expanding its research alliance with the government-run U.K. AI Security Institute to explore methods for discovering how large language models and other complex neural network-based AI models arrive at decisions. The partnership will also involve joint research into the societal impacts of AI, such as the effect AI deployment is likely to have on the labor market and the impact increased use of AI chatbots may have on mental health.

British Prime Minister Keir Starmer said in a statement that the partnership would “make sure we harness developments in AI for public good so that everyone feels the benefits.”

“That means using AI to tackle everyday challenges like cutting energy bills thanks to cheaper, greener energy and making our public services more efficient so that taxpayers’ money is spent on what matters most to people,” Starmer said.

Google DeepMind cofounder and CEO Demis Hassabis said in a statement that AI has “incredible potential to drive a new era of scientific discovery and improve everyday life.”

As part of the partnership, British scientists will receive priority access to Google DeepMind’s advanced AI tools, including AlphaGenome for DNA sequencing; AlphaEvolve for designing algorithms; DeepMind’s WeatherNext weather forecasting models; and its new AI co-scientist, a multi-agent system that acts as a virtual research collaborator.

DeepMind was founded in London in 2010 and is still headquartered there; it was acquired by Google in 2014.

Gemini’s U.K. footprint expands

The collaboration also includes potential development of AI systems for education and government services. Google DeepMind will explore creating a version of Gemini tailored to England’s national curriculum to help teachers reduce administrative workloads. A pilot program in Northern Ireland showed that Gemini helped save teachers an average of 10 hours per week, according to the U.K. government.

For public services, the U.K. government’s AI Incubator team is trialing Extract, a Gemini-powered tool that converts old planning documents into digital data in 40 seconds, compared to the current two-hour process.

The expanded research partnership with the U.K. AI Security Institute will focus on three areas, the government and DeepMind said: developing techniques to monitor AI systems’ so-called “chain of thought”—the reasoning steps an AI model takes to arrive at an answer; studying the social and emotional impacts of AI systems; and exploring how AI will affect employment.

U.K. AISI currently tests the safety of frontier AI models, including those from Google DeepMind and a number of other AI labs, under voluntary agreements. But the new research collaboration could potentially raise concerns about whether the U.K. AISI will remain objective in its testing of its now-partner’s models.

In response to a question on this from Fortune, William Isaac, principal scientist and director of responsibility at Google DeepMind, did not directly address the issue of how the partnership might affect the U.K. AISI’s objectivity. But he said the new research agreement puts in place “a separate kind of relationship from other points of interaction.” He also said the new partnership was focused on “question on the horizon” rather than present models, and that the researchers would publish the results of their work for anyone to review.

Isaac said there is no financial or commercial exchange as part of the research partnership, with both sides contributing people and research resources.

“We’re excited to announce that we’re going to be deepening our partnership with the U.K. AISI to really focus on exploring, really the frontier research questions that we believe are going to be important for ensuring that we have safe and responsible development,” he said.

He said the partnership will produce publicly accessible research focused on foundational questions—such as how AI impacts jobs or how talking to chatbots effects mental health—rather than policy-specific recommendations, though the findings could influence how businesses and policymakers think about AI and how to regulate it.

“We want the research to be meaningful and provide insights,” Isaac said.

Isaac described the U.K. AISI as “the crown jewel of all of the safety institutes” globally and said deepening the partnership “sends a really strong signal” about the importance of engaging responsibly as AI systems become more widely adopted.

The partnership also includes expanded collaboration on AI-enhanced approaches to cybersecurity. This will include the U.K. government exploring the sue of tools like Big Sleep, an AI agent developed by Google that autonomously hunts for previously unknown “Zero Day” cybersecurity exploits, and CodeMender, another AI agent that can search for and then automatically patch security vulnerabilities in open source software.

British Technology Secretary Liz Kendall is visiting San Francisco this week to further the U.K.-U.S. Tech Prosperity Deal, which was agreed to during U.S. President Trump’s state visit to the U.K. in September. In November alone, the British government said the pact helped secure more than $32.4 billion of private investment committed to the U.K tech sector.

The Google-U.K. partnership builds on a £5 billion ($6.7 billion) investment commitment from Google made earlier this year to support U.K. AI infrastructure and research, and to help modernize government IT systems.

The British government also said collaboration supports its AI Opportunities Action Plan and its £137 million AI for Science Strategy, which aims to position the UK as a global leader in AI-driven research.



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49-year-old Democrat who owns a gourmet olive oil store swipes another historically Republican district from Trump and Republicans

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Democrat Eric Gisler claimed an upset victory Tuesday in a special election in a historically Republican Georgia state House district.

Gisler said he was the winner of the contest, in which he was leading Republican Mack “Dutch” Guest by about 200 votes out of more than 11,000 in final unofficial returns.

Robert Sinners, a spokesperson with the secretary of state’s office, said there could be a few provisional ballots left before the tally is finalized.

“I think we had the right message for the time,” Gisler told The Associated Press in a phone interview. He credited his win to Democratic enthusiasm but also said some Republicans were looking for a change.

“A lot of what I would call traditional conservatives held their nose and voted Republican last year on the promise of low prices and whatever else they were selling,” Gisler said. “But they hadn’t received that.”

Guest did not immediately respond to a text message seeking comment late Tuesday.

Democrats have seen a number of electoral successes in 2025 as the party’s voters have been eager to express dissatisfaction with Republican President Donald Trump.

In Georgia in November, they romped to two blowouts in statewide special elections for the Public Service Commission, unseating two incumbent Republicans in campaigns driven by discontent over rising electricity costs.

Nationwide, Democrats won governor’s races by broad margins in Virginia and New Jersey. On Tuesday a Democrat defeated a Trump-endorsed Republican in the officially nonpartisan race for Miami mayor, becoming the first from his party to win the post in nearly 30 years.

Democrats have also performed strongly in some races they lost, such as a Tennessee U.S. House race last week and a Georgia state Senate race in September.

Republicans remain firmly in control of the Georgia House, but their majority is likely fall to 99-81 when lawmakers return in January. Also Tuesday, voters in a second, heavily Republican district in Atlanta’s northwest suburbs sent Republican Bill Fincher and Democrat Scott Sanders to a Jan. 6 runoff to fill a vacancy created when Rep. Mandi Ballinger died.

The GOP majority is down from 119 Republicans in 2015. It would be the first time the GOP holds fewer than 100 seats in the lower chamber since 2005, when they won control for the first time since Reconstruction.

The race between Gisler and Guest in House District 121 in the Athens area northeast of Atlanta was held to replace Republican Marcus Wiedower, who was in the seat since 2018 but resigned in the middle of this term to focus on business interests.

Most of the district is in Oconee County, a Republican suburb of Athens, reaching into heavily Democratic Athens-Clarke County. Republicans gerrymandered Athens-Clarke to include one strongly Democratic district, parceling out the rest of the county into three seats intended to be Republican.

Gisler ran against Wiedower in 2024, losing 61% to 39%. This year was Guest’s first time running for office.

A Democrat briefly won control of the district in a 2017 special election but lost to Wiedower in 2018.

Gisler, a 49-year-old Watkinsville resident, works for an insurance technology company and owns a gourmet olive oil store. He campaigned on improving health care, increasing affordability and reinvesting Georgia’s surplus funds

Guest is the president of a trucking company and touted his community ties, promising to improve public safety and cut taxes. He was endorsed by Republican Gov. Brian Kemp, an Athens native, and raised far more in campaign contributions than Gisler.



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Rivian CEO says it’s a misconception EVs are politicized, with a 50-50 party split among R1 buyers

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If Rivian’s sales are any indication, owning an electric vehicle isn’t such a partisan issue, despite President Donald Trump’s rollbacks of mandates, incentives, and targets for EVs.

At the Fortune Brainstorm AI conference in San Francisco on Tuesday, Rivian CEO RJ Scaringe said it’s a misconception that electrification is politicized, explaining that most customers buy a product based on how it fits their needs, not their ideology. The questions car buyers ask, he said, are the same whether they’re purchasing one with an internal-combustion engine or a battery: “Is it exciting? Are you attracted to the product? Does it draw you in? Does the brand positioning resonate with you? Do the features answer needs that you have?”

Buyers of Rivian’s R1 electric SUV are split roughly 50-50 between Republicans and Democrats, Scaringe told Fortune’s Andrew Nusca. “I think that’s extraordinarily powerful news for us to recognize—that this isn’t just left-leaning buyers,” he added. “These are people that are saying, ‘I like the idea of this product, I’m excited about it.’ And this is thousands and thousands of customers. This is statistically relevant information.”

Buying an EV was once an indication of left-leaning politics, but the politics got scrambled after Tesla CEO Elon Musk became the top Republican donor and a close adviser to Trump. That drew some new customers to Tesla, and turned off a lot of progressive EV buyers, with many existing owners putting bumper stickers on their Teslas explaining that they bought their cars before Musk’s hard-right turn. Trump and Musk later had a stunning public feud, in part over the administration’s elimination of EV and solar tax credits.

But Scaringe said he started Rivian with a long-term view, independent of any policy framework or political trends. He also insisted that if Americans have more EV choices, sales would follow. Right now, Tesla dominates a key corner of the market, namely EVs in the $50,000 price range. Rivian’s forthcoming R2 mid-size SUV will represent a new choice in that market, with a starting price of $45,000 versus the R1’s $70,000.

Ten years from now, Scaringe said he hopes—and believes—that EV adoption in the U.S. will be meaningfully higher than it is today across the board, explaining that the main constraint isn’t on the demand side. Instead, it’s on the supply side, which suffers from “a shocking lack of choice,” especially compared to Europe and China, he added. EV options in the U.S. are limited by the fact that Chinese brands are shut out of the market.

More choices for U.S. EV buyers would presumably create more competition for Rivian—and indeed, the flood of low-priced Chinese EVs in other auto markets has created a backlash, with countries such as Canada imposing steep tariffs on them. But Scaringe appears to view more competition as positive for the market overall.

“I do think that the existence of choice will help drive more penetration, and it actually creates a unique opportunity in the United States,” he said.



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