1、Global Lighthouse Network:Adopting AI at Speed and ScaleW H I T E P A P E RD E C E M B E R 2 0 2 3ContentsImages:Getty Images,Unsplash 2023 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 rec

2、ording,or by any information storage and retrieval system.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

3、 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.Executive summaryIntroducing the 2023 Lighthouse cohort:todays leading edge1 The Fourth Industrial Revolution infl

4、ection point1.1 Disruption and uncertainty have driven innovation1.2 Machine intelligence is defining the Fourth Industrial Revolution1.3 The adoption S-curve:from learning to doing in the second chapter1.4 Lighthouses lead the way for fast followers2 Capabilities power Lighthouses up the adoption c

5、urve2.1 From dozens of use cases to dozens of factories2.2 Lessons from leaders:a six-part guide to building a Fourth Industrial Revolution engine2.3 Looking ahead to next-level scaling3 Accelerating adoption in the age of AI3.1 Impact is everywhere:applied AI in every process3.2 Impact far,wide and

6、 fast:democratizing AI with assetization3.3 Towards system-level decision automation3.4 GenAI innovations across the value chain3.5 Speeding past pilots for GenAI,too4 Shaping the next five years of the Global Lighthouse Network4.1 Call for applications and engagementAppendix:Lighthouse use cases,ch