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Nvidia CEO says AI must cause 'pain and suffering' before it can help the climate

"We just don't have enough sustainable energy to make a difference."

Nvidia CEO Jensen Huang.

Photo Credit: Getty Images

According to Nvidia CEO Jensen Huang, AI may eventually help address climate change, even if getting there means continued short-term dependence on coal, oil, and gas.

Speaking with New York Times opinion columnist Ezra Klein on The Ezra Klein Show, Huang framed that tension as a tradeoff where AI's long-term benefits could outweigh its near-term environmental toll.

Here's what to know

In comments highlighted by The Verge, Huang described AI's energy demands as a harsh but temporary compromise.

He compared the situation to medicine, saying, "It's kind of like, in order to save you, they've got to hurt you first. That's the nature of surgery. They've got to cut you open to save you. They've got to inflict an enormous amount of pain and suffering on you so that they can save you. And so I think AI's kind of like that."

He also said gas, oil, and coal will likely remain necessary for now. "Over the next several years we have to unfortunately use fossil fuels, because we just don't have enough sustainable energy to make a difference. And then after that, hopefully, we can transition to that."

The comments touch on whether the AI boom is colliding with climate targets. Expanding coal, oil, and gas use in the meantime risks worsening sea level rise, wildfire conditions, and coral reef loss. Nearly every country signed on to the Paris Agreement in 2015 to cut air pollution in half by 2030 and reach net-zero around 2050.

More background

Even before generative AI entered the mainstream, renewables were already expanding quickly and were often among the cheapest sources of new electricity. Even so, data centers are driving more dirty fuel infrastructure.

A study from UC Riverside, Caltech, and the Rochester Institute of Technology estimated that AI-linked air pollution could cause up to 1,300 premature deaths and more than $20 billion in public health costs by 2028.

While climate change was not the only factor behind the devastating 2023 Lahaina fire, hotter, drier conditions are making wildfires more dangerous. Maui County Councilmember Keani Rawlins-Fernandez said, "Billionaires coming to Maui, buying up large swaths of land as their, I don't know, seventh vacation home, it's painful for our community."

What's being done?

Marc Boom, a senior director at the Environmental Protection Network, summed it up in a press briefing cited by The Verge: "A more polluting AI buildout is not inevitable. It depends on the choices government makes now."

Where can I learn more?

Huang's argument lands amid a much bigger fight over what AI is already costing power grids, emissions goals, and nearby communities. The articles below cover the rising electricity demand, dirty fuel use, pollution, and water strain tied to that buildout.

• In Britain, 100 data centers turned to gas, putting climate goals under new pressure.

• Across the US, AI data centers now devour 6% of the nation's electricity.

• NASA JPL's Chris Mattmann says AI's elephant in the room is surging energy demand.

• At Microsoft, emissions jumped 25% as AI data center growth strained its climate promises.

• In communities hosting new AI hubs, draining water supplies is deepening local inequality.

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