Jensen Huang: AI will save the climate — but only after 'pain and suffering'

Nvidia CEO Jensen Huang has compared AI's path to fighting climate change to surgery: the patient must be cut open and suffer before being saved. He made the argument on the latest episode of The Ezra Klein Show.

"In order to save you, they've got to hurt you first"

Huang said the world will have to keep burning fossil fuels for years to come. "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," he told Klein, holding out hope for a later transition. He complained that the United States has not built enough fossil fuel plants, and blamed climate policy for the shortage of planned generation. At the same time, he called AI "the best opportunity we have" to "turn a corner on climate change".

His most-quoted line frames the trade-off as medicine: "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." AI, he added, has to "inflict an enormous amount of pain and suffering" before it can save anyone.

The cost of delay

Under the 2015 Paris agreement, nearly every country on Earth committed to halving greenhouse gas emissions by 2030 and reaching net zero around 2050 — targets that require a fast shift to carbon-free energy, not a pause. The damage from delay is already measurable: Earth is expected to lose 99 percent of its coral reefs, 770 million people — one in ten — face acute risk from sea level rise, and in the western United States the peak daily growth rate of wildfires has more than doubled since 2001.

Who pays the price

The Verge notes that Huang's argument is hard to separate from his position: with a net worth of about $192.6 billion, he is insulated from the pollution that his company's chip factories and data centers help create. In the interview he admits he does not even know his own address. He reportedly bought a $7.5 million home on Maui in 2004; after wildfires devastated the island in 2023, an Nvidia spokesperson said the family owned it for years and donated significantly to relief efforts.

Huang also acknowledged growing opposition to data centers, and criticised other companies for not telling residents what is coming before construction begins. Renewables were already the fastest-growing source of new electricity before the generative AI boom, and wind and solar are generally cheaper than new gas or coal plants. A study by UC Riverside, Caltech and the Rochester Institute of Technology estimates that air pollution linked to AI could cause up to 1,300 premature deaths and more than $20 billion in public health costs by 2028. "A more polluting AI buildout is not inevitable," said Marc Boom of the Environmental Protection Network. "It depends on the choices government makes now."