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Light bulbs have energy ratings — so why can’t AI chatbots?
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Related proposals for AI model certifications have been introduced, but the lack of centralized authority for regulating AI at national or international level has made it difficult to operationalize such proposals.
“Related proposals have been introduced for AI models [38, 71], although the lack of centralized authority for regulating AI (either at a national or international level) has made it difficult so far to operationalize such a proposal.”
From From Efficiency Gains to Rebound Effects: The Problem of Jevons' Paradox in AI's Polarized Environmental Debate (2025) · cites this paper as [71]
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Research works printed but not linked: 4
- International Energy Agency. Electricity 2024 (IEA, 2024).
- IPCC. Climate Change 2022: Mitigation of Climate Change. Contribution of Working Group III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (eds Shukla, P. R. et al.) (Cambridge Univ. Press, 2023).
- Luccioni, A. S., Jernite, Y. & Strubell, E. in Proc. 2024 ACM Conf. Fairness, Account. Transpar. 85–99 (ACM, 2024).
- Luccioni, A. S., Viguier, S. & Ligozat, A. R. J. Machin. Learn. Res. 24, 253 (2023).
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Luccioni, A. S., Strubell, E., & Crawford, K. (2025) · Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency · doi:10.1145/3715275.3732007 · Cited by 71
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Metadata
- Authors
- Luccioni, S., Gamazaychikov, B., Hooker, S., Pierrard, R., Strubell, E., Jernite, Y., & Wu, C.-J.
- Affiliations
- Salesforce (United States) (US)
- Cohere (Canada) (US)
- Carnegie Mellon University (US)
- Hugging Face (US)
- Meta (United States) (US)
- Venue
- Nature
- Published
- 2024-08-21
- Volume
- 632
- Issue
- 8026
- Pages
- 736-738
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W4401757947
- Cited by
- 32
- References
- 0
- Citations by year
- 2026: 16 · 2025: 16
- FWCI
- 3.31
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Green IT and Sustainability
- Physical Sciences › Computer Science › Artificial Intelligence › Ethics and Social Impacts of AI
- Physical Sciences › Computer Science › Hardware and Architecture › Energy Efficiency in Computing
- Keywords
- energy consumption of AI, energy rating, AI chatbots, environmental impact of AI, green policy, energy efficiency regulation
- MeSH terms
- Artificial Intelligence, Humans, Light, Lighting
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