世界经济论坛&埃森哲：2025从悖论到进展：净积极影响能源框架洞察报告（英文版）（38页）.pdf

1、From Paradox to Progress:A Net-Positive AI Energy FrameworkI N S I G H T R E P O R TD E C E M B E R 2 0 2 5In collaboration with AccentureImages:Adobe StockDisclaimer This document is published by the World Economic Forum as a contribution to a project,insight area or interaction.The findings,interp

2、retations 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 Econo

3、mic 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.ContentsReading guide 4Foreword 5Executive summary 61 The net-positive AI energy imperative 7

4、2 The net-positive AI energy framework 122.1 Design for efficiency 142.2 Deploy for impact 172.3 Shape demand wisely 193 Strategic enablers 233.1 Consumer education and workforce upskilling 243.2 Ecosystem collaboration 273.3 Transparent measurement and accountability 30Next steps and call to action

5、 34Contributors 35Endnotes 37From Paradox to Progress:A Net-Positive AI Energy Framework2Reading guideThe World Economic Forums AI Energy Impact initiative aims to advance more efficient AI adoption,minimizing energy use while maximizing AIs contribution to a greener,more affordable and secure energ

6、y future.This report series examines AIs transformative energy impact globally,offering insights through both broad analysis and focused regional deep dives.As AI continues to rapidly evolve,each paper in this series aims to provide a snapshot of its energy impact and the landscape at that time.The