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The AI efficiency illusion: why cutting 1.1 million jobs will stifle, not scale, your strategy

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We are witnessing a false dawn of efficiency. Throughout 2025, corporate America has engaged in a frantic restructuring of the labor market, cutting more than 1.17 million jobs in the first 11 months of the year, a 54% increase from 2024. From the 14,000 corporate cuts at tech giants like Amazon to the nearly 300,000 federal civil service reductions, the narrative driving this contraction is uniform: we are shedding excess labor to make room for the streamlined, high-margin future of artificial intelligence.

But the data tells a different story. This is not a calculated pivot toward higher productivity. It is a hollowing-out strategy that trades immediate payroll savings for a catastrophic erosion of human capital. By viewing AI as a mechanism for replacement rather than augmentation, leaders are incurring a strategic debt that will erase future value, stifle innovation, and, crucially, institutionalize the kind of algorithmic bias that costs companies billions.

We are trying to build the future of work by burning down the infrastructure required to support it.

The Mathematics of the Hollowed-Out Workforce

The prevailing logic in the C-Suite is a simple subtraction equation: lower headcount plus automated tools equals higher margins. However, this ignores the negative externalities imposed on the workforce that remains.

While companies explicitly cited AI for roughly 55,000 cuts through November, there are far more job losses buried under the umbrella of restructuring, which accounted for over 128,000 job losses. Expert estimates suggest the true automation-influenced displacement is likely above 150,000. But the real cost isn’t on the severance line item; it is in the collapse of productivity among the survivors.

Seventy-four percent of employees who survive layoffs report a decline in their own productivity, while 77% witness an increase in operational errors. This phenomenon, often called the layoff survivor syndrome, is a drag on performance fueled by anxiety and the erosion of institutional trust. Volatility sends a signal to your top performers: leave before you are pushed out.

When companies cut costs by eliminating human capacity, they don’t get a leaner organization; they get an anxious, risk-averse, and error-prone one. The so-called productivity equation turns negative because the marginal productivity of the retained workforce plummets faster than the payroll costs decline.

The Tech-First Trap and the Compliance Gap

This productivity collapse is compounded by a fundamental misunderstanding of how AI generates value. While 85% of organizations are increasing their AI investment, only 6% are seeing a payback in under a year.

The answer lies in the implementation. A staggering 59% of organizations are taking a technology-first approach, treating AI as a bolt-on solution rather than undertaking organizational redesign. Even more alarming is where the cuts are happening. The 2025 layoffs are disproportionately targeting mid-layer management, including HR, talent acquisition, and compliance roles.

The result is a growing governance gap. At the exact moment companies are deploying black-box algorithms that require intense oversight, they are firing the overseers. 34% of organizations already expect a shortage in specialist compliance skills. By dismantling these internal guardrails, companies are not streamlining; they are removing the ethical braking systems required to prevent reputational and financial ruin.

AI is not a replacement for human judgment; it is an accelerator of it. But you cannot accelerate what you have already liquidated.

The Equity Penalty

Here is where the economic argument becomes inseparable from the equity argument. The hollowing out of 2025 has not been neutral. It has systematically targeted the very demographics that drive financial outperformance.

The data reveal a profound asymmetry in risk exposure. Women are significantly more vulnerable to the current wave of automation, with 79% of employed women concentrated in high-risk occupations compared to 58% of men. This differential means women are 1.4 times more exposed to displacement. We see this specifically in the hollowing out of critical pipeline positions that enable women to ascend to leadership.

However, the canary in the coal mine for the broader economy is the crisis facing Black women. By November 2025, the unemployment rate for Black women remained at a staggering 7.1%, more than double the 3.4% rate for White women. This was driven by a perfect storm: high exposure to private sector automation combined with the erasure of 300,000 federal jobs, a sector where Black women have historically found stability.

The reality on the ground confirms this is a systemic failure, not a skills gap. Keisha Bross, Director of Opportunity, Race and Justice at the NAACP, reports that she has “not seen interventions happening” to support this displaced workforce. The result? At recent NAACP job fairs, 80% of applicants held bachelor’s degrees yet were lining up for same-day interviews for low-wage roles. We are witnessing the hollowing out of the Black middle class in real-time.

Leaders often view these statistics as a social problem. They are wrong. This is a P&L problem.

There is a hard, quantitative link between intersectional equity and revenue. Research across more than 4,000 companies in 29 countries shows that for every 10% increase in intersectional gender equity, there is a 1% to 2% increase in revenue. Venture capital data further reinforces this, showing that investments in female-founded startups yield a 63% better return on investment than those with male founders. By allowing layoffs to disproportionately target women and people of color, companies are forfeiting a measurable economic dividend.

The Algorithmic Risk Multiplier

The financial danger of a homogenous workforce extends directly into the AI models themselves. If your AI team and your data sources lack diversity, your algorithms will be biased. This is no longer a theoretical risk—it is a tangible liability.

More than one-third of organizations have already suffered negative impacts from AI bias, with 62% reporting lost revenue and 61% reporting lost customers. The legal doctrine of disparate impact creates massive liability for companies whose algorithms discriminate in hiring or lending, regardless of intent.

This tension is starkly visible. On one side, we have the nation’s largest civil rights organization, the NAACP, flagging systemic risk. On the other, we have tech giants like Google and Meta, recently crowned Time’s ‘Person of the Year’, who landed on the NAACP’s Consumer Advisory List by rolling back the very protections meant to ensure that revolution is equitable. This contradiction is not ideological; it’s economic: alienating a demographic with $1.7 trillion in annual buying power. When you remove the diverse talent capable of spotting bias, and the compliance officers capable of reporting it, you guarantee that your AI products will be flawed, biased, and ultimately, litigated.

A Framework for Human-Centric ROI

To reverse this erosion of value, executives must stop viewing labor as a cost to be minimized and start viewing work design as the primary investment vehicle for AI success.

1. Governance as a Profit Center

AI governance must move from the server room to the Boardroom. Boards must include members with the technical literacy to challenge management on model stability and data quality. We must recognize that responsible AI unlocks value and accelerates development by ensuring reliability.

2. Redesign: From Automation to Augmentation

We must shift our strategy from automation (replacing heads) to augmentation (increasing value). Data shows that job numbers actually grow in AI-exposed fields when companies focus on augmentation. This requires a massive investment in skilling, specifically targeting the non-degree holders who are 3.5 times more likely to lose their jobs.

3. Equity as a Growth Engine

Finally, we must embed intersectional equity into the core business strategy. This means using advanced analytics to monitor the talent lifecycle and ensure that restructuring efforts do not decimate the diversity pipeline. It means recognizing that the $12 trillion global economic opportunity of gender equity is only accessible if we actively retain women in the workforce.

The Choice

The 1.17 million layoffs of 2025 represent a fork in the road.

One path leads to a hollowed-out future: a short-term spike in cash flow followed by a long-term decline in innovation, a rise in algorithmic liability, and a workforce paralyzed by fear.

The other path recognizes that in the age of AI, humanity is the premium asset. It acknowledges that the only way to capture the exponential ROI of automation is to pair it with a diverse, resilient, and empowered human workforce.

You can cut your way to a quarterly profit, but you cannot cut your way to the future. True productivity requires us to stop subtracting humans and start solving for the convergence of equity, economics, and engineering.

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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Walmart’s women truckers surge thanks to $115,000 starting pay and other perks bringing in nontraditional candidates

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While the rest of the trucking industry faces a driver shortage, Walmart has managed to boost its driver numbers with six-figure starting pay and other perks that are catching the eye of even non-traditional applicants.

The mega retailer, which has claimed the top spot on the Fortune 500 for the past 13 years, has increased its number of in-house truck drivers by 33% over the past three years in part thanks to better wages and benefits.

In 2022, it boosted drivers’ starting pay to around $115,000 from an average salary of $87,000 previously. At the high end, drivers can make $135,000 per year, according to a Walmart spokesperson. The 2024 median pay for heavy and tractor-trailer truck drivers was $57,440 per year, according to the Bureau of Labor Statistics

Apart from a pay increase, Walmart also uses technology that allows for more reliable schedules compared to other companies. While some in the trucking industry are away for weeks at a time, Walmart gives its drivers consecutive days off of work and assigns them regional delivery territories to allow them to be home every week, a Walmart spokesperson told Fortune.

These perks, along with the better-than-average pay, have increasingly helped the company expand its pool of drivers and include more women. Just 9.5% of truck drivers in the U.S. are women as of 2024, according to the Women in Trucking Index—that’s compared to an estimated 18% of drivers at Walmart, according to a study by workforce intelligence company Revelio Labs that was viewed by Fortune. Bloomberg first reported on the study.

Through a 12-week training program that helps store associates transition to the trucking industry, Walmart has also increased its number of women drivers, a spokesperson said. Around 1,000 people have gone through the program, Bloomberg reported, representing about half of the company’s new drivers.

Possibly due to its efforts, Walmart has a five percentage point oversupply of truck drivers compared to its demand, according to the study by Revelio Labs. 

Walmart’s efforts to bring in more drivers, including those with less experience, is pivotal as the broader trucking industry faces a driver shortage that is expected to bring a shortfall of 160,000 drivers by 2028, according to the American Trucking Association. The broader category of U.S. retail, currently faces a shortfall of drivers, with demand for drivers exceeding supply by seven percentage points, according to Revelio Labs.

Older truck drivers are retiring and younger people aren’t keen to jump into trucking partly due to the long hours and time away from home. A 1,000-person survey from heavy-duty truck parts company FinditParts found that a quarter of Americans would not become truck drivers no matter what pay they were offered. 

For Walmart, any disadvantage in its supply chain, including a driver shortfall, could put it at a disadvantage with Amazon, with which it has been increasingly competing with in recent years, especially with its Walmart+ membership.

Without enough drivers, supply chains are delayed and prices go up. Finding and retaining drivers is thus of the utmost importance for companies like Walmart, Paul Bingham, a director of transportation consulting at S&P Global Market Intelligence, told Bloomberg.

“Trucking companies will need more drivers,” he said. “and they’ll have to attract them from the non-traditional population cohorts.”



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Trump was wrong about tariffs funding the ‘Warrior Dividend’ of $1,776—troops were already set to get the money

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The “Warrior Dividend” that President Donald Trump announced during his televised address to the nation Wednesday is not a Christmas bonus made possible by tariff revenues, as the president suggested.

Instead, the $1,776 payments to troops are coming from a congressionally-approved housing supplement — money they were already set to receive — that was a part of tax cut extensions and expansions bill signed into law in July. Trump’s administration identified the source of the “dividend” payments Thursday.

In his remarks, Trump alluded to his “One Big Beautiful Bill Act” playing a role, but suggested that tariffs were largely responsible for the payments already on the way to 1.45 million members of the military.

“We made a lot more money than anybody thought because of tariffs and the bill helped us along. Nobody deserves it more than our military,” he said in announcing what he described as a “dividend.”

Trump has teased the idea of using his sweeping tariffs on imports to give Americans dividends ever since he imposed them in April. But these new payments are being disbursed by the Pentagon from a $2.9 billion military housing supplement that was part of Trump’s “One Big Beautiful Bill Act” to augment existing housing allowances, according to a senior administration official who requested anonymity to describe the payments.

The amount of the payments is a nod to next year’s 250th anniversary of the signing of the Declaration of Independence in 1776. In total, the measure is expected to cost $2.6 billion.

Trump’s announcement comes as he’s faced pressure to show he’s working to address rising costs for Americans, with prices remaining stubbornly high as the president has imposed double-digit tariffs on imports from almost every country. Trump has promised to lower prices, but he has struggled to do so. Inflation hit a four-decade high in June 2022 during Joe Biden’s presidency and then began to fall. But inflation has stayed elevated under Trump in part because of his tariffs.

Separately, members of the U.S. Coast Guard will be getting a similar one-time payment, the Department of Homeland Security announced Thursday. The “Devotion to Duty” payments, authorized by Secretary Kristi Noem a day earlier, will be $2,000 because, unlike the “Warrior Dividend,” they are subject to taxes. The amount Coast Guard members take home will be closer to $1,776.

The payments, according to the Coast Guard, will be classified as “special duty pay.” They will be paid for with money in a measure Trump signed in November, after a 43-day shutdown, that funds the government through January.

It’s not the first time Trump has brandished ‘dividends’

Sending money to voters is a timeworn tool for politicians and one that Trump has repeatedly tried to use, including this year.

Trump has for months suggested every American could receive a $2,000 dividend from the import taxes — an effort that seemed designed to try to shore up support for tariffs, which the president has said protect American industries and will lure manufacturing back from overseas.

But that particular pledge appeared to exceed the revenues being generated by his tariffs, according to a November analysis by the right-leaning Tax Foundation. The analysis estimated that the $2,000 payments being promised to taxpayers could add up to between $279.8 billion and $606.8 billion, depending on how they were structured.

The analysis estimated that Trump’s import taxes would produce $158.4 billion in total revenue during 2025 and another $207.5 billion in 2026. That’s not enough money to provide the payments as well as reduce the budget deficit, which Trump has also claimed his tariffs are doing.

Earlier this year, as his Department of Government Efficiency was slashing the U.S. government and its workforce, Trump had briefly proposed sending a DOGE “dividend” back to U.S. citizens.

Neither the tariff dividend or DOGE dividend has come to fruition, and members of Trump’s own party as well as officials in his administration have expressed some skepticism about the idea. There is also the risk that the payments being promised by Trump could push up inflation, as they would likely spur greater consumer spending. Republican lawmakers argued in 2021 that the pandemic relief package from then-President Biden — which included direct payments — helped trigger the run-up in inflation.

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Associated Press writers Rebecca Santana, Konstantin Toropin and Lisa Mascaro contributed to this report.



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House Democrats release more Epstein photos, including Bill Gates and a dinner full of wealthy philanthropists

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House Democrats released several dozen more photos Thursday from the estate of the convicted sex offender Jeffrey Epstein, showing his associations with the rich and famous, as the Department of Justice faces a deadline to release many of its case files on the late financier by the end of the week.

The photos released Thursday were among more than 95,000 that the House Oversight Committee has received after issuing a subpoena for the photos that Epstein had in his possession before he died in a New York jail cell in 2019. Congress has also passed, and President Donald Trump has signed, a law requiring the Justice Department to release its case files on Epstein, and his longtime girlfriend and confidante Ghislaine Maxwell, by Friday. Anticipation about what those files will show is running high after they have been the subject of conspiracy theories and speculation about his friendships with Trump, former President Bill Clinton, the former Prince Andrew, and others.

House Democrats have already released dozens of photos from Epstein’s estate showing Trump, Clinton and Andrew, who lost his royal title and privileges this year amid scrutiny of his relationship with the wealthy financier. The photos released Thursday showed Epstein cooking with Sultan Ahmed bin Sulayem, an Emirati businessman. The photos also include the billionaire Bill Gates and images of a 2011 dinner of notable people and wealthy philanthropists hosted by a nonprofit group. The committee made no accusations of wrongdoing by the men in the photos.

There were also images of passports, visas and identification cards from Russia, the Czech Republic, Ukraine, South Africa and Lithuania with personally identifying information redacted, as well as photos of Epstein with women or girls whose faces were blacked out. The committee has said it is redacting information from the photos that may lead to the identity of victims being revealed.

Rep. Robert Garcia, the top Democrat on the oversight panel, said in a statement that the “new images raise more questions about what exactly the Department of Justice has in its possession. We must end this White House cover-up, and the DOJ must release the Epstein files now.”

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