IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2409.06626.html
   My bibliography  Save this paper

Watts and Bots: The Energy Implications of AI Adoption

Author

Listed:
  • Anthony Harding
  • Juan Moreno-Cruz

Abstract

With the rapid expansion of Artificial Intelligence, there are expectations for a proportional expansion of economic activity due to increased productivity, and with it energy consumption and its associated environmental consequences like carbon dioxide emissions. Here, we combine data on economic activity, with early estimates of likely adoption of AI across occupations and industries, to estimate the increase in energy use and carbon dioxide emissions at the industry level and in aggregate for the US economy. At the industry level, energy use can increase between 0 and 12 PJ per year, while emissions increase between 47 tCO$_2$ and 272 ktCO$_2$. Aggregating across industries in the US economy, this totals an increase in energy consumption of 28 PJ per year, or around 0.03% of energy use per year in the US. We find this translates to an increase in carbon dioxide emissions of 896 ktCO$_2$ per year, or around 0.02% of the CO$_2$ emissions per year in the US.

Suggested Citation

  • Anthony Harding & Juan Moreno-Cruz, 2024. "Watts and Bots: The Energy Implications of AI Adoption," Papers 2409.06626, arXiv.org.
  • Handle: RePEc:arx:papers:2409.06626
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2409.06626
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    2. Mark Howells & Sebastian Hermann & Manuel Welsch & Morgan Bazilian & Rebecka Segerström & Thomas Alfstad & Dolf Gielen & Holger Rogner & Guenther Fischer & Harrij van Velthuizen & David Wiberg & Charl, 2013. "Integrated analysis of climate change, land-use, energy and water strategies," Nature Climate Change, Nature, vol. 3(7), pages 621-626, July.
    3. Kathryn Bonney & Cory Breaux & Catherine Buffington & Emin Dinlersoz & Lucia Foster & Nathan Goldschlag & John Haltiwanger & Zachary Kroff & Keith Savage, 2024. "Tracking Firm Use of AI in Real Time: A Snapshot from the Business Trends and Outlook Survey," Working Papers 24-16, Center for Economic Studies, U.S. Census Bureau.
    4. Amy Luers & Jonathan Koomey & Eric Masanet & Owen Gaffney & Felix Creutzig & Juan Lavista Ferres & Eric Horvitz, 2024. "Will AI accelerate or delay the race to net-zero emissions?," Nature, Nature, vol. 628(8009), pages 718-720, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Schulte, Patrick, 2015. "Does skill-biased technical change diffuse internationally?," ZEW Discussion Papers 15-088, ZEW - Leibniz Centre for European Economic Research.
    2. Jan Fagerberg & Bengt-Åke Lundvall & Martin Srholec, 2018. "Global Value Chains, National Innovation Systems and Economic Development," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 533-556, July.
    3. Felbermayr Gabriel & Steininger Marina, 2019. "Revisiting the Euro’s Trade Cost and Welfare Effects," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(5-6), pages 917-956, October.
    4. Ke Zhang & Xingwei Wang, 2021. "Pollution Haven Hypothesis of Global CO 2 , SO 2 , NO x —Evidence from 43 Economies and 56 Sectors," IJERPH, MDPI, vol. 18(12), pages 1-27, June.
    5. Enghin Atalay & Ali Hortacsu & Mustafa Runyun & Chad Syverson & Mehmet Fatih Ulu, 2023. "Micro- and Macroeconomic Impacts of a Place-Based Industrial Policy," Working Papers 23-12, Federal Reserve Bank of Philadelphia.
    6. Yuko Imura, 2023. "Reassessing Trade Barriers with Global Production Networks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 77-116, December.
    7. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2020. "Wage response to global production links: evidence for workers from 28 European countries (2005–2014)," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(4), pages 769-801, November.
    8. Battisti, Michele & Gatto, Massimo Del & Parmeter, Christopher F., 2022. "Skill-biased technical change and labor market inefficiency," Journal of Economic Dynamics and Control, Elsevier, vol. 139(C).
    9. Trenczek, Jan & Wacker, Konstantin M., 2023. "Human Capital Misallocation and Output per Worker Differences: Beyond Cobb-Douglas," GLO Discussion Paper Series 1331, Global Labor Organization (GLO).
    10. Filipa Correia & Philipp Erfruth & Julie Bryhn, 2018. "The 2030 Agenda: The roadmap to GlobALLizaton," Working Papers 156, United Nations, Department of Economics and Social Affairs.
    11. Hylke Vandenbussche & William Connell & Wouter Simons, 2022. "Global value chains, trade shocks and jobs: An application to Brexit," The World Economy, Wiley Blackwell, vol. 45(8), pages 2338-2369, August.
    12. Foellmi, Reto & Hepenstrick, Christian & Torun, David, 2022. "Triangle Inequalities in International Trade: The Neglected Dimension," CEPR Discussion Papers 17118, C.E.P.R. Discussion Papers.
    13. Yang, Honghua & Ma, Linwei & Li, Zheng, 2023. "Tracing China's steel use from steel flows in the production system to steel footprints in the consumption system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 172(C).
    14. Grzegorz Ślusarz & Barbara Gołębiewska & Marek Cierpiał-Wolan & Jarosław Gołębiewski & Dariusz Twaróg & Sebastian Wójcik, 2021. "Regional Diversification of Potential, Production and Efficiency of Use of Biogas and Biomass in Poland," Energies, MDPI, vol. 14(3), pages 1-20, January.
    15. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    16. Airebule, Palizha & Cheng, Haitao & Ishikawa, Jota, 2023. "Assessing carbon emissions embodied in international trade based on shared responsibility," Journal of the Japanese and International Economies, Elsevier, vol. 68(C).
    17. Zhou, Yixiao & Tyers, Rod, 2019. "Automation and inequality in China," China Economic Review, Elsevier, vol. 58(C).
    18. Ana Maria Santacreu & Michael Sposi & Jing Zhang, 2021. "What Determines State Heterogeneity in Response to US Tariff Changes?," Working Papers 2021-007, Federal Reserve Bank of St. Louis, revised 08 Mar 2023.
    19. Koh, Rachel & Kern, Jordan & Galelli, Stefano, 2022. "Hard-coupling water and power system models increases the complementarity of renewable energy sources," Applied Energy, Elsevier, vol. 321(C).
    20. Peter S. Eppinger & Katja Neugebauer, 2022. "External financial dependence and firms’ crisis performance across Europe," Empirical Economics, Springer, vol. 62(2), pages 887-904, February.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2409.06626. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.