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Other literature type . 2025
License: CC BY
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Other literature type . 2025
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International Journal of Green Energy
Article . 2025 . Peer-reviewed
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Balancing AI’s energy consumption with commitments to clean energy (SDG 7): Is there a trade-off?

Authors: Glavas, Dejan;

Balancing AI’s energy consumption with commitments to clean energy (SDG 7): Is there a trade-off?

Abstract

This study examines how organizations’ commitments to Sustainable Development Goal 7 (clean energy) relate to their adoption of energy-efficient artificial intelligence practices. We hypothesized a negative relationship, expecting resource-allocation trade-offs to limit AI energy efficiency. Contrary to that expectation, a survey of 400 European IT managers shows that organizations committed to SDG 7 have 2.4 times higher odds of adopting energy-efficient AI practices, such as monitoring AI energy consumption and avoiding over-engineering. This effect is even more pronounced among firms that use AI to promote renewable energy, which show 2.9 times higher odds of monitoring AI energy consumption. These findings indicate that sustainability policies can positively influence energy-efficient AI adoption, highlighting the importance of strategic energy management as AI deployment scales. Overall, the results challenge common assumptions about trade-offs between SDG-aligned sustainability goals and operational efficiency in AI implementation.

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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Average
Average
Average
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