From Paradox to Progress A Net Positive AI Energy Framework 2025

Images: Adobe Stock Disclaimer This document is published by the World Economic Forum as a contribution to a project, insight area or interaction. The findings, interpretations and conclusions expressed herein are a result of a collaborative process facilitated and endorsed by the World Economic Forum but whose results do not necessarily represent the views of the World Economic Forum, nor the entirety of its Members, Partners or other stakeholders. © 2025 World Economic Forum. All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, including photocopying and recording, or by any information storage and retrieval system.Contents Reading guide 4 Foreword 5 Executive summary 6 1 The net-positive AI energy imperative 7 2 The net-positive AI energy framework 12 2.1 Design for efficiency 14 2.2 Deploy for impact 17 2.3 Shape demand wisely 19 3 Strategic enablers 23 3.1 Consumer education and workforce upskilling 24 3.2 Ecosystem collaboration 27 3.3 Transparent measurement and accountability 30 Next steps and call to action 34 Contributors 35 Endnotes 37 From Paradox to Progress: A Net-Positive AI Energy Framework 2