Can climate activism and AI coexist?

​Participants enter the Dubai Exhibition Centre during the COP28, UN Climate Change Conference.
Participants enter the Dubai Exhibition Centre during the COP28, UN Climate Change Conference.
Dominika Zarzycka/NurPhoto/Reuters

AI is on the lips of climate-policy negotiators gathered for the United Nation’s COP28 conference in Dubai, and for good reason — it presents a high-risk but potentially high-reward scenario.

The upside: AI has the potential to supercharge efforts to find real climate solutions. For example, scientists can send AI-powered robots to collect data in the Arctic and other challenging environs, and the technology can also be used to improve forecasting for extreme weather and climate-related disasters. On an even more basic level, it can be used to maximize the efficiency of all kinds of systems and reduce their carbon footprint.

But there’s a big catch: AI is an energy-guzzler. One analysis found that AI systems worldwide could consume 85 to 134 terawatt-hours per year — equivalent to the electricity diet of Argentina or the Netherlands. That’d be good for half a percent of the world’s energy consumption. (This analysis is based on the sale of popular servers from US chipmaker NVIDIA, used by much of the AI market.)

At COP28, government and industry leaders made bold announcements. Boston Consulting Group said AI could reduce greenhouse-gas emissions by 5-10% by 2023. Meanwhile, the UN announced a deal with Microsoft to use AI to track countries' carbon-reduction promises.

Is the risk worth the reward? “Whether you like it or not,” says Shari Friedman, managing director for climate and sustainability at Eurasia Group, “AI is here to stay, so the job of humans will be to use it for the best purpose possible and maximize clean energy on the back end.”

More from GZERO Media

European Commission President Ursula von der Leyen delivers the State of the European Union address to the European Parliament, in Strasbourg, France, September 10, 2025.
REUTERS/Yves Herman

While the European Union has never been more critical, it is also facing a trifecta of divisive challenges.

In this episode of “Local to global: The power of small business,” host JJ Ramberg sits down with Chapin Flynn, Senior Vice President of Transit and Urban Mobility at Mastercard, and Mark Langmead, Director of Revenue & Compass Operations at TransLink in Vancouver, to explore how cities are making transit easier, faster, and more seamless for riders–an approach known as frictionless urban mobility.

United States President Donald J Trump awaits the arrival Saudi Crown Prince Mohammed bin Salman Al Saud at the White House in Washington, DC, USA, on November 18, 2025. Featuring: Donald J Trump Where: Washington, District of Columbia, United States When: 18 Nov 2025
Credit: Anna Rose Layden/POOL via CNP
A photo taken on September 14, 2024, shows seafood at Jimiya fishing port in Qingdao, China, on September 14, 2024. On September 20, 2024, China and Japan reach a consensus on the issue of the discharge of contaminated water from the Fukushima Daiichi nuclear power plant, and China states that it will gradually resume the import of Japanese aquatic products that meet the regulations.
(Photo by Costfoto/NurPhoto)