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The AI-Energy Nexus

August 4, 2026
By: Alex Cheema-Fox, Megan Czasonis, Piyush Kontu, George Serafeim
Summary

The rapid buildout of artificial intelligence infrastructure is reshaping energy markets through a direct physical channel: data center electricity demand. In this paper, we show that clean energy equities are significantly more sensitive to data center infrastructure returns than traditional energy equities, reflecting their exposure to long-duration investment and grid expansion dynamics. While AI technology indices appear to explain energy returns in simple specifications, their explanatory power disappears once data center infrastructure and market factors are considered, indicating that physical infrastructure—not AI algorithms—is the dominant transmission mechanism. These dynamics are further influenced by divergent interest rate sensitivities, with clean energy behaving like a long-duration growth asset and traditional energy exhibiting inflation-linked characteristics. Together, these findings highlight how AI-driven electricity demand is altering the factor structure of energy investing, with important implications for portfolio construction, risk management, and the energy transition.

 

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Author Bios
Alex Cheema-Fox
Alex Cheema-Fox is Managing Director and Head of Investor Behavior and Sustainability Research at State Street Associates
Megan Czasonis
Megan Czasonis is a Managing Director and Head of Portfolio Management Research at State Street Associates. Her team collaborates with academic partners to develop new research on asset allocation, risk management, and quantitative investment strategy. The Portfolio Management Research team delivers this research to institutional investors through indicators, advisory projects, thought leadership pieces, and interactive tools. Megan has published numerous journal articles, is a co-author of “Prediction Revisited: The Importance of Observation,” and her research received the 2022 Harry Markowitz Award for best paper in the Journal of Investment Management. Megan graduated Summa Cum Laude from Bentley University with a B.S. in Economics / Finance.
Piyush Kontu
George Serafeim
George is a professor at Harvard Business School whose research combines accounting, finance, management, and strategy. His influential work has documented the energy transition and its cross-market effects, and his book “Purpose and Profit: How Business Can Lift Up the World” explores the challenges and opportunities of driving impact with purpose-driven organizations. George’s in-depth assessments of corporate dynamics give State Street clients new evidence on how capital allocation aligns with long-term stakeholder goals.
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1. Peter L. Bernstein Award for Best Article in an Institutional Investor Journal in 2013; Bernstein-Fabozzi/Jacobs-Levy Award for Outstanding Article in the Journal of Portfolio Management in 2006, 2009, 2011, 2013 (2), 2014, 2015, 2016, 2021; Graham & Dodd Scroll Award for article in the Financial Analysts Journal in 2002 and 2010. Roger F. Murray First Prize for Research Presented at the Q Group Conference in 2012, 2021, 2023. Harry M. Markowitz Award for Best Paper in the Journal of Investment Management in 2022, 2023. Doriot Award for Best Private Equity Research Paper in 2022.