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Scientists say eating a plant-based diet could save 15 million deaths and save the environment

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About 15 million deaths could be avoided each year and agricultural emissions could drop by 15% if people worldwide shift to healthier, predominantly plant-based diets, according to the EAT-Lancet Commission, which brought together scientists worldwide to review the latest data on food’s role in human healthclimate changebiodiversity and people’s working and living conditions.

Their conclusion: Without substantial changes to the food system, the worst effects of climate change will be unavoidable, even if humans successfully switch to cleaner energy.

“If we do not transition away from the unsustainable food path we’re on today, we will fail on the climate agenda. We will fail on the biodiversity agenda. We will fail on food security. We’ll fail on so many pathways,” said study co-author Johan Rockström, who leads the Potsdam Institute for Climate Impact Research.

The commission’s first report in 2019 was regarded as a “really monumental landmark study” for its willingness to take food system reform seriously while factoring in human and environmental health, said Adam Shriver, director of wellness and nutrition at the Harkin Institute for Public Policy and Citizen Engagement.

Key points from the latest report:

A ‘planetary health diet’ could avert 15 million deaths every year

The first EAT-Lancet report proposed a “planetary health diet” centered on grains, fruits, vegetables, nuts and legumes. The update maintains that to improve their health while also reducing global warming, it’s a good idea for people to eat one serving each of animal protein and dairy per day while limiting red meat to about once a week. This particularly applies to people in developed nations who disproportionately contribute to climate change and have more choices about the foods they eat.

The dietary recommendations were based on data about risks of preventable diseases like Type 2 diabetes and cardiovascular disease, not environmental criteria. Human and planetary health happen to be in alignment, the researchers said.

Rockström said it may seem “boring” for an analysis to reach the same conclusion six years later, but he finds this reassuring because food science is a rapidly moving field with many big studies and improving analytics.

Food is one of the most deeply personal choices a person can make, and “the health component touches everyone’s heart,” Rockström said. While tackling global challenges is complicated, what individuals can do is relatively straightforward, like reducing meat consumption without eliminating it altogether.

“People associate what they eat with identity” and strict diets can scare people off, but even small changes help, said Emily Cassidy, a research associate with climate science nonprofit Project Drawdown. She wasn’t involved with the research.

Our food choices could push the planet past a tipping point

The researchers looked beyond climate change and greenhouse gas emissions to factors including biodiversity, land use, water quality and agricultural pollution — and concluded that food systems are the biggest culprit in pushing Earth to the brink of thresholds for a livable planet.

The report is “super comprehensive” in its scope, said Kathleen Merrigan, a professor of food systems at Arizona State University who also wasn’t involved with the research. It goes deep enough to show how farming and labor practices, consumption habits and other aspects of food production are interconnected — and could be changed, she said.

“It’s like we’ve had this slow awakening to the role of food” in discussions about planetary existence, Merrigan said.

Changing worldwide diets alone could lead to a 15% reduction in greenhouse gas emissions from agriculture, because the production of meat, particularly red meat, requires releasing a lot of planet-warming gases, researchers concluded. Increased crop productivity, reductions in food waste and other improvements could bump that to 20%, the report said.

Cassidy said that if the populations of high- and middle-income countries were to limit beef and lamb consumption to about one serving a week, as recommended in this latest EAT-Lancet report, they could reduce emissions equal to Russia’s annual emissions total.

Incorporating justice in an unequal world

Meanwhile, the report concludes that nearly half the world’s population is being denied adequate food, a healthy environment or decent work in the food system. Ethnic minorities, Indigenous peoples, women and children and people in conflict zones all face specific risks to their human rights and access to food.

With United Nations climate talks around the corner in November, Rockström and other researchers hope leaders in countries around the world will incorporate scientific perspectives about the food system into their national policies. To do otherwise “takes us in a direction that makes us more and more fragile,” he said.

“I mean both in terms of supply of food, but also in terms of health and in terms of stability of our environments,” Rockström said. “And this is a recipe to make societies weaker and weaker.”

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New contract shows Palantir working on tech platform for another federal agency that works with ICE

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Palantir, the artificial intelligence and data analytics company, has quietly started working on a tech platform for a federal immigration agency that has referred dozens of individuals to U.S. Immigration and Customs Enforcement for potential enforcement since September.

The U.S. Citizenship and Immigration Services agency—which handles services including citizenship applications, family immigration, adoptions, and work permits for non-citizens—started the contract with Palantir at the end of October, and is paying the data analytics company to implement “Phase 0” of a “vetting of wedding-based schemes,” or “VOWS” platform, according to the federal contract, which was posted to the U.S. government website and reviewed by Fortune.

The contract is small—less than $100,000—and details of what exactly the new platform entails are thin. The contract itself offers few details, apart from the general description of the platform (“vetting of wedding-based schemes”) and an estimate that the completion of the contract would be Dec. 9.Palantir declined to comment on the contract or nature of the work, and USCIS did not respond to requests for comment for this story.

But the contract is notable, nonetheless, as it marks the beginning of a new relationship between USCIS and Palantir, which has had longstanding contracts with ICE, another agency of the Department of Homeland Security, since at least 2011. The description of the contract suggests that the “VOWS” platform may very well be focused on marriage fraud and related to USCIS’ recent stated effort to drill down on duplicity in applications for marriage and family-based petitions, employment authorizations, and parole-related requests.

USCIS has been outspoken about its recent collaboration with ICE. Over nine days in September, USCIS announced that it worked with ICE and the Federal Bureau of Investigation to conduct what it called “Operation Twin Shield” in the Minneapolis-St. Paul area, where immigration officials investigated potential cases of fraud in immigration benefit applications the agency had received. The agency reported that its officers referred 42 cases to ICE over the period. In a statement published to the USCIS website shortly after the operation, USCIS director Joseph Edlow said his agency was “declaring an all-out war on immigration fraud” and that it would “relentlessly pursue everyone involved in undermining the integrity of our immigration system and laws.” 

“Under President Trump, we will leave no stone unturned,” he said.

Earlier this year, USCIS rolled out updates to its policy requirements for marriage-based green cards, which have included more details of relationship evidence and stricter interview requirements.

While Palantir has always been a controversial company—and one that tends to lean into that reputation no less—the new contract with USCIS is likely to lead to more public scrutiny. Backlash over Palantir’s contracts with ICE have intensified this year amid the Trump Administration’s crackdown on immigration and aggressive tactics used by ICE to detain immigrants that have gone viral on social media. Not to mention, Palantir inked a $30 million contract with ICE earlier this year to pilot a system that will track individuals who have elected to self-deport and help ICE with targeting and enforcement prioritization. There has been pushback from current and former employees of the company alike over contracts the company has with ICE and Israel.

In a recent interview at the New York Times DealBook Summit, Karp was asked on stage about Palantir’s work with ICE and later what Karp thought, from a moral standpoint, about families getting separated by ICE. “Of course I don’t like that, right? No one likes that. No American. This is the fairest, least bigoted, most open-minded culture in the world,” Karp said. But he said he cared about two issues politically: immigration and “re-establishing the deterrent capacity of America without being a colonialist neocon view. On those two issues, this president has performed.”



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CoreWeave CEO: Despite see-sawing stock, IPO was ‘incredibly successful’ amid challenges of tariff timing

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CoreWeave has been rocked by dizzying stock swings—with its stock currently trading 52% below its post-IPO high—and a frequent target of market commentators, but CEO Michael Intrator says the company’s move to the public markets has been “incredibly successful. And he takes the public’s mixed reaction in stride, given the novelty of CoreWeave’s “neocloud” business which competes with established cloud providers like Amazon AWS and Google Cloud.

“When you introduce new models, introduce a new way of doing business, disrupt what has been a static environment, it’s going to take some people some time,” Intrator said Tuesday at Fortune’s Brainstorm AI conference in San Francisco. But, he added, more people are beginning to understand the CoreWeave’s business model.

“We came out into one of the most challenging environments,” Intrator said of CoreWeave’s March IPO, which occurred very close to President Trump’s “Liberation Day” tariffs in April. “In spite of the incredible headwinds, we’re able to launch a successful IPO.”

CoreWeave, which priced its IPO at $40 per share, has experienced frequent severe up-and-down price swings in the eight months since its public market debut. At its closing price of $90.66 on Tuesday, the stock remains well above its IPO price.

As Fortune reported last month, CoreWeave’s rapid rise has been fueled by an aggressive, debt-heavy strategy to stand up data centers at unprecedented speed for AI customers. And for now, the bet is still paying off. In its third-quarter results released in November, the company said its revenue backlog nearly doubled in a single quarter—to $55.6 billion from $30 billion—reflecting long-term commitments from marquee clients including Meta, OpenAI, and French AI startup Poolside. Both earnings and revenue came in ahead of Wall Street expectations.

But the numbers were not all celebratory. CoreWeave disclosed a further increase in the debt it has taken on to finance its expansion, and it revised its full-year revenue outlook downward—suggesting that, even with historic demand in the pipeline.

With media headlines calling CoreWeave a “ticking time bomb,” with critics calling out insider stock sales, circular financing accusations and an overreliance on Nvidia, Intrator was asked whether he felt CoreWeave was misunderstood.

“Look, we built a company that is challenging one of the most stable businesses that exist—that cloud business, these three massive players,” he said, referring to AWS, Microsoft Azure and Google Cloud.  I feel like it’s incumbent on CoreWeave to introduce a new business model on how the cloud is going to be built and run. And that’s what we’re doing.” 

He repeatedly framed CoreWeave not as a GPU reseller or traditional data-center operator but as a company purpose-built from scratch to deliver high-performance, parallelized computing for AI workloads. That focus, he said, means designing proprietary software that orchestrates GPUs, building and colocating its own infrastructure, and moving “up the stack” through acquisitions such as Weights & Biases and OpenPipe.

Intrator also defended the company’s debt strategy, saying CoreWeave is effectively inventing a new financing model for AI infrastructure. He pointed to the company’s ability to repurpose power sources, rapidly deploy capacity, and finance large-scale clusters as proof it is solving problems incumbents never had to face.

“When I look back at history of the company, it took us a year with with a company investor like Fidelity, before they were like, ‘Oh, I get it,’” he said. “So look, we’ve been public for eight months. I couldn’t be prouder of what the company has accomplished.” 



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UK launches $965 million plan to get unemployed Gen Z into AI, hospitality, and engineering

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Some Gen Zers have been desperately trying to break into the job market, sending out thousands of applications, standing on Wall Street with a sign begging for a job, and waitressing at industry conferences to stealthily hand out their résumés. There’s also a growing camp of disillusioned young adults who have completely checked out of education, employment, and training: NEETs. Now, one country is trying to tackle the youth unemployment crisis with a nearly $1 billion plan.

Earlier this week, the U.K. government announced a $965 million investment to create more apprenticeships and place 50,000 young people into roles.

In partnership with regional leaders, the three-year initiative will equip young hopefuls with the skills training needed for local job opportunities. A $186 million chunk of the eye-watering funding will be used for a pilot in which mayors will connect the Gen Zers, especially NEETs, with nearby employers. And to ease the financial burden on some companies, the plan will also cover the full cost of apprenticeships for talent under 25 years old at small and medium-size businesses.

U.K. Gen Zers will have access to more apprenticeship roles in high-demand industries like hospitality and retail. But the government is still paying close attention to the critical skills young professionals need in the age of AI; new short courses in engineering, digital skills, and AI will also start rolling out starting April 2026. This apprenticeship push by the U.K. is all part of Prime Minister Keir Starmer’s master plan to get two-thirds of young people active in higher-level learning and apprenticeships, after a sharp drop in 2017.

“For too long, success has been measured by how many young people go to university. That narrow view has held back opportunity and created barriers we need to break,” Starmer said. “It’s time to change the way apprenticeships are viewed and to put them on an equal footing with university.”

Gen Zers are struggling with unemployment in the U.K. and abroad

The U.K.’s ambitious billion-dollar strategy is a welcome one, as youth unemployment rates have surged all around the world.

During the first half of last year, more than 16%, or almost 460,000 of 18- to 24-year-old U.K. men, were NEETs—the highest rate in over a decade. On a global scale, about a fifth of people between ages 15 and 24 in 2023 were NEET-status. And for those actively on the job-hunt, options are scarce. In 2023 and 2024, more than 1.2 million applications were submitted for just under 17,000 open graduate roles in the U.K., according to the Institute of Student Employers (ISE). 

It marked the highest number of applications per job ever recorded since the ISE started collecting data in 1991.

But across the pond, the situation doesn’t look any better: In 2022, there were roughly 4.3 million jobless Gen Z NEETs in the United States. And as of September this year, 9.4% of men and 9% of women ages 20 to 24 were jobless—more than two times higher than the general 4.4% unemployment rate, according to a FRED analysis of U.S. Bureau of Labor Statistics data. 

What’s more, U.S. officials caution the problem could get even worse. U.S. Sen. Mark Warner (D-Va.) warned that joblessness among recent college graduates could skyrocket to as high as 25% in the next two to three years, thanks to AI. 

Similar to the U.K. government, Warner proposed a job retraining program—and the issue goes beyond party lines. In partnership with Josh Hawley (R-Mo.), they introduced a bill that would require businesses and federal agencies to report any AI-related job disruption to the Department of Labor, with results to be published to the public. 



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