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Report

AI for a Planet Under Pressure

Authors

Galaz,  Victor
External Organizations;

Schewenius,  Maria
External Organizations;

/persons/resource/Donges

Donges,  Jonathan Friedemann       
Potsdam Institute for Climate Impact Research;

Fetzer,  Ingo
Potsdam Institute for Climate Impact Research;

Zhivkoplias,  Erik
External Organizations;

/persons/resource/Wolfram.Barfuss

Barfuss,  Wolfram       
Potsdam Institute for Climate Impact Research;

Delannoy,  Louis
External Organizations;

/persons/resource/lan.wangerlandsson

Wang-Erlandsson,  Lan
Potsdam Institute for Climate Impact Research;

/persons/resource/gelbrecht

Gelbrecht,  Maximilian
Potsdam Institute for Climate Impact Research;

/persons/resource/heitzig

Heitzig,  Jobst       
Potsdam Institute for Climate Impact Research;

Hentati-Sundberg,  Jonas
External Organizations;

Kennedy,  Christopher
External Organizations;

Knecht,  Nielja
External Organizations;

Lotcheris,  Romi
External Organizations;

Mahecha,  Miguel
External Organizations;

Merrie,  Andrew
External Organizations;

Montero,  David
External Organizations;

McPhearson,  Timon
External Organizations;

Mustafa,  Ahmed
External Organizations;

Nyström,  Magnus
External Organizations;

Purves,  Drew
External Organizations;

Rocha,  Juan C.
External Organizations;

Masahiro,  Ryo
External Organizations;

van der Salm,  Claudia
External Organizations;

Segun,  Samuel T.
External Organizations;

Stephenson,  Anna B.
External Organizations;

Tellman,  Elizabeth
External Organizations;

Tobar,  Felipe
External Organizations;

Vadrot,  Alice
External Organizations;

External Resource

https://www.stockholmresilience.org/ai-for-a-planet-under-pressure
(Publisher version)

Fulltext (restricted access)
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Fulltext (public)

2510.24373v3.pdf
(Publisher version), 12MB

Supplementary Material (public)
There is no public supplementary material available
Citation

Galaz, V., Schewenius, M., Donges, J. F., Fetzer, I., Zhivkoplias, E., Barfuss, W., Delannoy, L., Wang-Erlandsson, L., Gelbrecht, M., Heitzig, J., Hentati-Sundberg, J., Kennedy, C., Knecht, N., Lotcheris, R., Mahecha, M., Merrie, A., Montero, D., McPhearson, T., Mustafa, A., Nyström, M., Purves, D., Rocha, J. C., Masahiro, R., van der Salm, C., Segun, S. T., Stephenson, A. B., Tellman, E., Tobar, F., Vadrot, A. (2025): AI for a Planet Under Pressure, Stockholm : Stockholm Resilience Centre, Potsdam Institute for Climate Impact Research, 88 p.
https://doi.org/10.48550/arXiv.2510.24373


Cite as: https://publications.pik-potsdam.de/pubman/item/item_33187
Abstract
Artificial intelligence (AI) is already driving scientific breakthroughs in a variety of research fields, ranging from the life sciences to mathematics. This raises a critical question: can AI be applied both responsibly and effectively to address complex and interconnected sustainability challenges? This report is the result of a collaboration between the Stockholm resilience Centre (Stockholm University), the Potsdam Institute for Climate Impact Research (PIK), and Google DeepMind. Our work explores the potential and limitations of using AI as a research method to help tackle eight broad sustainability challenges. The results build on iterated expert dialogues and assessments, a systematic AI-supported literature overview including over 8,500 academic publications, and expert deep-dives into eight specific issue areas. The report also includes recommendations to sustainability scientists, research funders, the private sector, and philanthropies.