人工智能赋能可持续发展：气候科技聚焦

Contents Terms of Use & DisclaimerPrefaceExecutive Summary010306 AI Evolution at Crossroads: Where Are We Heading? The Past, Emergence, and Destination of Artificial General IntelligenceThe AI & Sustainability ParadoxHyperscale Sustainable AI Data CenterAI in Climate Mitigation & Adaptation09121723 Al for Sustainability Landscape Roles by Automation LevelAI Use Case Landscape by Automation LevelAutomation Levels Beyond Technology313335 Focus Sector Deep-dive Energy & ManufacturingShipping & LogisticsFinance & InvestmentCertification & Global Trade39505560 Powering the Progress: Incubation, Education, and Governance Incubation for AI InnovationEducating for AI-Native GenerationOpen & Equitable AI for AllGovernance of AI Risks67717781 Conclusion: What’s Next? InstitutionsAcknowledgementBibliography919296 Terms of Use & Disclaimer Shanghai Climate Week is a global platform dedicated to advancingclimate action and sustainable development through innovation andinternational cooperation, guided by the principles of “China Action,Asia Voice, Global Standard.” This year, we are pleased to continueto present ClimateTech in Focus, which discusses Artificial Intelli-gence as a key enabling infrastructure for sustainability, offeringdeeper insights to policymakers, industry leaders, and practitionerson how AI can strengthen energy systems, supply chains, andclimate governance. This report is published by Shanghai Climate Week and its partner institutions. Allrights are strictly reserved. This report may not be reproduced or redistributed,in whole or in part, without the written permission of Shanghai Climate Week orany of its partner institutions, whether electronic, mechanical, photocopying,recording, or otherwise. Shanghai Climate Week disclaims any and all liability foractions undertaken by third parties in this respect. The information and opinions in this report have been prepared by ShanghaiClimate Week and its partner institutions. This report does not constituteinvestment advice and should not be relied on for such advice or as a substitutefor consultation with professional accountants, tax, legal, or financial advisors.Shanghai Climate Week and its partner institutions have made every effort touse reliable, up-to-date, and comprehensive information and analysis. However,no representations or warranties are made regarding the accuracy of theinformation. Shanghai Climate Week Shanghai Climate Week and its partner institutions disclaim any obligation toupdate the information or conclusions in this report and shall not be held liablefor any loss arising from any action taken or refrained from as a result of infor-mation contained in this report or any reports or sources of information referredto herein or for any consequential, special, or similar damages, even if advised ofthe possibility of such damages. The report does not constitute an offer to buyor sell securities or a solicitation of an offer to buy or sell securities. The Sino-International Entrepreneurs Federation is committed tohelping public- and private-sector leaders achieve their goals byadvising on strategy, policy, and delivery. As the Presenting Partnerof this year’s ClimateTech in Focus, we underscore the critical role ofaligning AI-driven innovation with measurable, real-world sustainabili-ty impacts – empowering entrepreneurs and investors acrossregions to scale trusted, practical solutions that accelerate the tran-sition to a low-carbon, resilient global economy. Any unauthorized sale of this report is prohibited without the written consent ofShanghai Climate Week. Preface II Preface I United Nations University’s growing portfolio ofinitiatives illustrates a clear and urgent recognition:digital innovation must be mobilized in the service ofclimate objectives. As the research and educationarm of the United Nations, United Nations University iscommitted to bridging science, policy, and capacitydevelopment to build a sustainable, inclusive, anddigitally empowered future. Our work supports the UNsystem, governments, academic institutions, andcommunities in translating ambition into implementa-tion: by developing the skills needed for data-drivendecision-making, strengthening institutional readi-ness, advancing ethical and inclusive governance ofemerging technologies, and fostering cooperationacross sectors, disciplines, and regions. This integrat-ed approach reflects not only the demands of ourtime but also the values at the heart of sustainabledevelopment. technologies like AI into engines of sustainability andshared prosperity. Building on our previous report,ClimateTech in Focus:Innovations for a Greener Supply Chain,whichexplored how technology can strengthen supplychain resilience, this year’s edition– Artificial Intelli-gence for Sustainability –examines how AI isreshaping the future of infrastructure, finance, andeducation. From smarter energy grids and climate-resilient infrastructure to growth finance innovationand