Computers the size of Manhattan: UVA hosts bestselling AI tech author Tuesday

What percentage of the world population is leading the expansion of artificial intelligence?

New York Times bestselling author Karen Hao, the first journalist to profile OpenAI, Sam Altman’s artificial intelligence company, says it doesn’t even make sense to talk about percentages.

“There are less than 10 men who are leading this,” she said, listing names including Altman, Elon Musk, Mark Zuckerberg, Microsoft CEO Satya Nadella and Jensen Huang, CEO of Nvidia. “Those are the power brokers. There’s no one else.”

Karen Hao

Karen Hao is the best-selling author of “Empires of AI: Dreams and Nightmares in Sam Altman’s OpenAI.” The investigative tech reporter wrote the book like a thriller. New York Times reviewer Tim Wu says it is “Excellent and deeply reported.” (Photo by Shoko Takayasu)

Hao warns of the perils the world faces in her celebrated new book, “Empires of AI: Dreams and Nightmares in Sam Altman’s OpenAI,” which she will discuss during a free appearance Tuesday at 6:30 p.m. in University of Virginia’s auditorium in Old Cabell Hall. 

AI companies as empires

“I really want people to understand that these companies have consolidated an extraordinary amount of not just economic power, but also political power, and they have become more powerful than pretty much any nation-state government in the world,” she said.

“So, to call them just a business is to not acknowledge the full extent of the controlling influence that they have on so many aspects of politics, geopolitics, the environment, labor (and) education.”

The investigative tech journalist – who has contributed to the Wall Street Journal and The Atlantic – argues that, like empires, their footprints are so big simply calling them businesses that provide products and services is “completely insufficient.”

Hao describes these companies as “empires,” calling that “the only analogy that really works for understanding how these companies operate.” In her view, they claim resources that aren’t their own, relying on a large global workforce paid just pennies to perform the work that keeps tools like ChatGPT running. She said they also monopolize knowledge production, snapping up the world’s top researchers. 

“If most climate scientists were bankrolled by the fossil fuel industry, you obviously would not get a clear picture of the current state of the climate crisis,” Hao offered as an example.

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“The last and final feature that’s the parallel between empires of AI and empires of old, is they engage in this existential race narrative, where there are good empires and evil empires in the world,” she explained. “They, as a good empire, need to engage in all this resource extraction, labor exploitation, because they need to be strong enough to beat back the evil empire.” 

Much has been written about what energy hogs AI machines are. Hao said it’s only going to get worse.

“The biggest feature of Silicon Valley’s AI development approach is scale,” she said. “They are trying to pour an extraordinary amount of data into training AI models, and in order to then train the models, they have to build the largest supercomputers that have ever been built in history.”

Meta and OpenAI both have plans to build supercomputers the size of Manhattan, consuming the same amount of power as the city of 1.6 million people.

“Just to give a sense of how insane that is, just five years ago, AI systems were trained on a powerful laptop,” Hao said. “Now, we’re talking about building literal cities of computers to train a single AI model.” 

Many people have experienced their laptop getting hot when it has been on for a long time. Now, Hao said, imagine a computer the size of Manhattan overheating. 

“Business Insider recently had a great investigation that found that utilities across the U.S. have ‘torpedoed’ their renewable energy goals in order to service the AI industry and meet their thirst for energy, and that has led to an extraordinary degree of air pollution,” Hao said. “It has also led to a strain on freshwater resources, because these data centers need to be cooled with fresh water.” 

People wishing to attend Tuesday in-person event must register in advance. The event will not be livestreamed. UVA’s Digital Technology for Democracy Lab, the Sloane Lab and the College and Graduate School of Arts & Sciences are sponsoring her appearance.

Media Contact

Jane Kelly

University News Senior Associate Office of University Communications