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WEF&BCG:2025工业运营前沿技术:AI智能体 (AI Agents) 的崛起白皮书(中译版)(26页).pdf

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1、Frontier Technologies in Industrial Operations:The Rise of Artificial Intelligence AgentsW H I T E P A P E RJ A N U A R Y 2 0 2 5In collaboration with Boston Consulting GroupTransformation of Industries in the Age of AIImages:Getty ImagesDisclaimer This document is published by the World Economic Fo

2、rum 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 For

3、um,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.ContentsRea

4、ding guide 3Foreword 4Executive summary 5Introduction 61 The next leap:reinventingindustrial operations through 7 frontiertechnologies1.1 Entering the next frontier:the path towards self-control 81.2 Redefining the role of humans:from operators 8 to AI-enabled orchestrators2 AI agents fuelling the t

5、ransformation ofoperations 102.1 Virtual AI paving the way for autonomous systems 122.2 Embodied AI igniting a new era in robotics 153 Strategic imperatives for industrial operations transformation 183.1 Paving the way for successful use of AI agents 18 in industrial operations3.2 Staying at the for

6、efront of AI agent innovations 193.3 Building the foundations:organizational and technological 19Conclusion 21Contributors 22Endnotes 25Frontier Technologies in Industrial Operations2Reading guideThe World Economic Forums AI Transformation of Industries initiative seeks to catalyse responsible indus

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本文主要讨论了前沿技术在工业运营中的应用,特别是人工智能(AI)代理。文章指出,随着成本竞争、劳动力短缺、客户需求变化、地缘政治动态和可持续性目标等挑战的增加,制造业正面临重大的运营转型。AI代理,包括虚拟AI代理和具身AI代理,有望通过增强数字应用和物理系统的能力,实现复杂任务的最小人工干预,从而推动工业运营向近自主AI驱动的系统转变。文章详细讨论了这两种AI代理的潜力,并提供了具体的案例研究。此外,文章还强调了成功实现这种转型所需的战略重点,包括制定成功的AI代理使用策略、保持AI代理创新的前沿地位以及建立强大的组织和技术基础。
工业运营中AI代理如何实现自动化? 虚拟AI和具身AI代理如何改变制造业? 成功实施AI代理需要哪些战略要素?
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