Aligning artificial intelligence with climate change mitigation

LH Kaack, PL Donti, E Strubell, G Kamiya… - Nature Climate …, 2022 - nature.com
There is great interest in how the growth of artificial intelligence and machine learning may
affect global GHG emissions. However, such emissions impacts remain uncertain, owing in …

Tackling climate change with machine learning

D Rolnick, PL Donti, LH Kaack, K Kochanski… - ACM Computing …, 2022 - dl.acm.org
Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Current and near-term AI as a potential existential risk factor

BS Bucknall, S Dori-Hacohen - Proceedings of the 2022 AAAI/ACM …, 2022 - dl.acm.org
There is a substantial and ever-growing corpus of evidence and literature exploring the
impacts of Artificial intelligence (AI) technologies on society, politics, and humanity as a …

AI for climate impacts: applications in flood risk

A Jones, J Kuehnert, P Fraccaro, O Meuriot… - npj Climate and …, 2023 - nature.com
In recent years there has been a surge of interest in the potential of Artificial Intelligence (AI)
to address the global threat of climate change. Here, we consider climate change …

Role of artificial intelligence in environmental sustainability

MA Habila, M Ouladsmane, ZA Alothman - Visualization techniques for …, 2023 - Elsevier
Climate change has become the most important issue that face the humanity and hazed the
life on the earth. Therefore, the researches have been conducted in continuous mode to …

[HTML][HTML] A review of the use of AI in the mining industry: Insights and ethical considerations for multi-objective optimization

CC Corrigan, SA Ikonnikova - The Extractive Industries and Society, 2024 - Elsevier
In the effort to rapidly transform the way we use energy, valuable minerals are coming
increasingly into high demand. Various metals, such as copper and cobalt, are required to …

Where and how machine learning plays a role in climate finance research

A Alonso-Robisco, J Bas, JM Carbo… - … Finance & Investment, 2024 - Taylor & Francis
The financial sector, by mobilizing capital, is fundamental to adapt and mitigate the impact of
climate change in the economy. This has led to the emergence of a new research field …

Climate futures: Machine learning from cli-fi

NS Querubín, S Niederer - Convergence, 2024 - journals.sagepub.com
This paper introduces and contextualises Climate Futures, an experiment in which AI was
repurposed as a 'co-author'of climate stories and a co-designer of climate-related images …

Broadening the perspective for sustainable AI: Comprehensive sustainability criteria and indicators for AI systems

F Rohde, J Wagner, A Meyer, P Reinhard… - arxiv preprint arxiv …, 2023 - arxiv.org
The increased use of AI systems is associated with multi-faceted societal, environmental,
and economic consequences. These include non-transparent decision-making processes …

A realist's account of AI for SDGs: Power, inequality and AI in community

LM Ong, M Findlay - The Ethics of Artificial Intelligence for the Sustainable …, 2023 - Springer
Responsible AI design and deployment in alliance with the Sustainable Development Goals
needs to be understood in terms of power positioning and vested interests that precede and …