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At Anthropic, we believe that AI can increase nonprofit capacity. And we’ve worked with over 100 organizations so far on getting it right

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AI will be one of the most transformative technologies of our time—but only if its benefits reach beyond the organizations with the biggest budgets and the most technical expertise. That’s what drew me to Anthropic, a public benefit corporation whose mission is the responsible development of AI for the long-term benefit of humanity.

That belief is now being put to the test. AI is accelerating research, reshaping industries, and creating enormous value. But for the organizations working on some of society’s hardest problems—nonprofits fighting hunger, expanding access to healthcare, tutoring underserved students—the technology remains largely out of reach.

This isn’t because they don’t want it. In our conversations with nonprofits, we’ve heard a consistent story: small teams know AI could help, but learning to use it sits at the bottom of an endless to-do list. And when they do consider adoption, the stakes feel high—these organizations serve vulnerable populations and handle sensitive data. They can’t afford to get it wrong.

On Giving Tuesday—a day dedicated to global generosity—it’s worth asking what it would mean to give these nonprofits their capacity back.

The potential is significant. AI can draft proposal narratives, synthesize program data into impact statements, and adapt language to funder priorities—compressing 100 hours of work into 20. Development teams can automate donor segmentation, generate personalized letters, and identify major gift prospects. Organizations can match clients with programs faster and free staff to spend more time on human connection and less on administrative burden.

Over the past year, we’ve worked with almost 100 organizations to build a new AI program for nonprofits. Today, the Epilepsy Foundation is providing 24/7 support through Claude to 3.4 million Americans living with epilepsy. The International Rescue Committee is using Claude to communicate more effectively with local partners in time-sensitive humanitarian settings. Robin Hood is using Claude for coding and administrative work that would otherwise require significantly more resources.

Our work with these organizations has shaped what we think helpful AI actually looks like. Staff need courses they can complete in 15-minute increments, with examples drawn from their actual work and ongoing support—not a manual. AI needs to integrate with the tools and processes organizations already use. These insights shaped how we built AI Fluency for Nonprofits, a free course on Anthropic Academy designed for sector-specific workflows and constraints. They also informed our decision to help create three new connectors to nonprofit tools.

Making AI trustworthy and accessible requires more than just ensuring it’s available. It requires understanding mission-driven organizations from within and adapting our tools to their reality. That begins with listening before building.

For Anthropic, this work is central to our mission as a public benefit corporation. But it also serves our broader work in AI development. The lessons we learn deploying AI to organizations serving vulnerable populations—lessons about privacy, trust, and responsible use—inform how we approach deployment everywhere.

This is a critical moment to ensure these organizations aren’t left behind—and to learn from their example as we shape how AI serves the public good.

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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Construction workers are earning up to 30% more in the data center boom

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December 5, 2025

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Big Tech’s AI arms race is fueling a massive investment surge in data centers with construction worker labor valued at a premium. 

Despite some concerns of an AI bubble, data center hyperscalers like Google, Amazon, and Meta continue to invest heavily into AI infrastructure. In effect, construction workers’ salaries are being inflated to satisfy a seemingly insatiable AI demand, experts tell Fortune.

In 2026 alone, upwards of $100 billion could be invested by tech companies into the data center buildout in the U.S., Raul Martynek, the CEO of DataBank, a company that contracts with tech giants to construct data centers, told Fortune.

In November, Bank of Americaestimated global hyperscale spending is rising 67% in 2025 and another 31% in 2026, totaling a massive $611 billion investment for the AI buildout in just two years.

Given the high demand, construction workers are experiencing a pay bump for data center projects.

Construction projects generally operate on tight margins, with clients being very cost-conscious, Fraser Patterson, CEO of Skillit, an AI-powered hiring platform for construction workers, told Fortune.

But some of the top 50 contractors by size in the country have seen their revenue double in a 12-month period based on data center construction, which is allowing them to pay their workers more, according to Patterson.

“Because of the huge demand and the nature of this construction work, which is fueling the arms race of AI… the budgets are not as tight,” he said. “I would say they’re a little more frothy.”

On Skillit, the average salary for construction projects that aren’t building data centers is $62,000, or $29.80 an hour, Patterson said. The workers that use the platform comprise 40 different trades and have a wide range of experience from heavy equipment operators to electricians, with eight years as the average years of experience.

But when it comes to data centers, the same workers make an average salary of $81,800 or $39.33 per hour, Patterson said, increasing salaries by just under 32% on average.

Some construction workers are even hitting the six-figure mark after their salaries rose for data center projects, according to The Wall Street Journal. And the data center boom doesn’t show any signs it’s slowing down anytime soon.

Tech companies like Google, Amazon, and Microsoft operate 522 data centers and are developing 411 more, according to The Wall Street Journal, citing data from Synergy Research Group. 

Patterson said construction workers are being paid more to work on building data centers in part due to condensed project timelines, which require complex coordination or machinery and skilled labor.

Projects that would usually take a couple of years to finish are being completed—in some instances—as quickly as six months, he said.

It is unclear how long the data center boom might last, but Patterson said it has in part convinced a growing number of Gen Z workers and recent college grads to choose construction trades as their career path.

“AI is creating a lot of job anxiety around knowledge workers,” Patterson said. “Construction work is, by definition, very hard to automate.”

“I think you’re starting to see a change in the labor market,” he added.



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Netflix cofounder started his career selling vacuums door-to-door before college—now, his $440 billion streaming giant is buying Warner Bros. and HBO

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December 5, 2025

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Reed Hastings may soon pull off one of the biggest deals in entertainment history. On Thursday, Netflix announced plans to acquire Warner Bros.—home to franchises like Dune, Harry Potter, and DC Universe, along with streamer HBO Max—in a total enterprise value deal of $83 billion. The move is set to cement Netflix as a media juggernaut that now rivals the legacy Hollywood giants it once disrupted.

It’s a remarkable trajectory for Netflix’s cofounder, Hastings—a self-made billionaire who found a love for business starting as a teenage door-to-door salesperson.

“I took a year off between high school and college and sold Rainbow vacuum cleaners door to door,” Hastings recalled to The New York Timesin 2006. “I started it as a summer job and found I liked it. As a sales pitch, I cleaned the carpet with the vacuum the customer had and then cleaned it with the Rainbow.”

That scrappy sales job was the first exposure to how to properly read customers—an instinct that would later shape Netflix’s user-obsessed culture. After graduating from Bowdoin College in 1983, Hastings considered joining the Marine Corps but ultimately joined the Peace Corps, teaching math in Eswatini for two years. When he returned to the U.S., he obtained a master’s in computer science from Stanford and began his career in tech.

The idea for Netflix reportedly came a few years later in the late 1990s. After misplacing a VHS copy of Apollo 13 and getting hit with a $40 late fee at Blockbuster, Hastings began exploring a mail-order rental service. While it’s an origin story that has since been debated, it marked the start of a company that would reshape global entertainment.

Hastings stepped back as CEO in 2023 and now serves as Netflix’s chairman of the board. He has amassed a net worth of about $5.6 billion. He’d be even richer if he didn’t keep offloading his shares in the company and making record-breaking charitable donations.

Netflix’s secret for success: finding the right people

Hastings has long said that one of the biggest drivers of Netflix’s success is its focus on hiring and keeping exceptional talent.

“If you’re going to win the championship, you got to have incredible talent in every position. And that’s how we think about it,” he told CNBC in 2020. “We encourage people to focus on who of your employees would you fight hard to keep if they were going to another company? And those are the ones we want to hold onto.”

To secure top performers, Hastings said he was more than willing to pay for above-market rates. 

“With a fixed amount of money for salaries and a project I needed to complete, I had a choice: Hire 10 to 25 average engineers, or hire one ‘rock-star’ and pay significantly more than what I’d pay the others, if necessary,” Hastings wrote. “Over the years, I’ve come to see that the best programmer doesn’t add 10 times the value. He or she adds more like a 100 times.”

That mindset also guided Netflix’s leadership transition. When Hastings stepped back from the C-suite, the company didn’t pick a single successor—it picked two. Greg Peters joined Ted Sarandos as co-CEO in 2023.

“It’s a high-performance technique,” Hastings said, speaking about the co-CEO model. “It’s not for most situations and most companies. But if you’ve got two people that work really well together and complement and extend and trust each other, then it’s worth doing.”

Netflix’s stock has soared more than 80,000% since its IPO in 2002, adjusting for stock splits.

Netflix brought unlimited PTO into the mainstream

Netflix’s flexible workplace culture has also played a key role in its success, with Hastings often known for prioritizing time off to recharge. 

“I take a lot of vacation, and I’m hoping that certainly sets an example,” the former CEO said in 2015. “It is helpful. You often do your best thinking when you’re off hiking in some mountain or something. You get a different perspective on things.”

The company was one of the first to introduce unlimited PTO, a policy that many firms have since adopted. About 57% of retail investors have said it could improve overall company performance, according to a survey by Bloomberg. Critics have argued that such policies can backfire when employees feel guilty taking time off, but Hastings has maintained that freedom is core to Netflix’s identity. 

“We are fundamentally dedicated to employee freedom because that makes us more flexible, and we’ve had to adapt so much back from DVD by mail to leading streaming today,” Hastings said. “If you give employees freedom you’ve got a better chance at that success.”

Netflix’s other cofounder, Marc Randolph, embraced a similar philosophy of valuing work-life balance.

“For over thirty years, I had a hard cut-off on Tuesdays. Rain or shine, I left at exactly 5 p.m. and spent the evening with my best friend. We would go to a movie, have dinner, or just go window-shopping downtown together,” Randolph wrote in a LinkedIn post.

“Those Tuesday nights kept me sane. And they put the rest of my work in perspective.”



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‘This species is recovering’: Jaguar spotted in Arizona, far from Central and South American core

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December 5, 2025

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The spots gave it away. Just like a human fingerprint, the rosette pattern on each jaguar is unique so researchers knew they had a new animal on their hands after reviewing images captured by a remote camera in southern Arizona.

The University of Arizona Wild Cat Research and Conservation Center says it’s the fifth big cat over the last 15 years to be spotted in the area after crossing the U.S.-Mexico border. The animal was captured by the camera as it visited a watering hole in November, its distinctive spots setting it apart from previous sightings.

“We’re very excited. It signifies this edge population of jaguars continues to come here because they’re finding what they need,” Susan Malusa, director of the center’s jaguar and ocelot project, said during an interview Thursday.

The team is now working to collect scat samples to conduct genetic analysis and determine the sex and other details about the new jaguar, including what it likes to eat. The menu can include everything from skunks and javelina to small deer.

As an indicator species, Malusa said the continued presence of big cats in the region suggests a healthy landscape but that climate change and border barriers can threaten migratory corridors. She explained that warming temperatures and significant drought increase the urgency to ensure connectivity for jaguars with their historic range in Arizona.

More than 99% of the jaguar’s range is found in Central and South America, and the few male jaguars that have been spotted in the U.S. are believed to have dispersed from core populations in Mexico, according to the U.S. Fish and Wildlife Service. Officials have said that jaguar breeding in the U.S. has not been documented in more than 100 years.

Federal biologists have listed primary threats to the endangered species as habitat loss and fragmentation along with the animals being targeted for trophies and illegal trade.

The Fish and Wildlife Service issued a final rule in 2024, revising the habitat set aside for jaguars in response to a legal challenge. The area was reduced to about 1,000 square miles (2,590 square kilometers) in Arizona’s Pima, Santa Cruz and Cochise counties.

Recent detection data supports findings that a jaguar appears every few years, Malusa said, with movement often tied to the availability of water. When food and water are plentiful, there’s less movement.

In the case of Jaguar #5, she said it was remarkable that the cat kept returning to the area over a 10-day period. Otherwise, she described the animals as quite elusive.

“That’s the message — that this species is recovering,” Malusa said. “We want people to know that and that we still do have a chance to get it right and keep these corridors open.”



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