人人享有人工智能：在亚太地区建立一支人工智能就绪的劳动力队伍

Contents The AI Opportunity Fund: Asia-PacificiiAuthored byiiiAbout the ReportivExecutive SummaryvCHAPTER 1Introduction01CHAPTER 2Identifying Key Skilling Opportunities in an AI Just Transition04CHAPTER 3Understanding the Essential Skilling Clusters18CHAPTER 4Effective AI Skilling: Insights from Essential Skilling Clusters30CHAPTER 5Understanding the Supply Side of AI Skilling36CHAPTER 6Market Overviews63CHAPTER 7Designing Effective AI-Skilling Initiatives94APPENDIXMethodology102Glossary103Appendix A:Essential Skilling Clusters, Their Frequency of Mentions, andMarket Representation104Appendix B:Comparison of Essential Skilling Clusters Per Country or Territory105Appendix C:A 10-Dimensional Policy Framework Across the Asia-Paciȴc Region110 The AI Opportunity Fund: Asia-Paciȴc This report was prepared as part of the AI Opportunity Fund: Asia Paciȴc, with thesupport of Google.org and the Asian Development Bank (ADB). The USD 15-millionFund is a three-year programme, launched in May 2024, to equip Asia’s workforcewith essential artiȴcial intelligence (AI) knowledge and tools required for the evolvingwork landscape, thereby ensuring that jobs and roles presented by AI are accessibleto more people in the region, speciȴcally those from communities with unmet needs.Find out more here:https://avpn.asia/capital-for-impact/philanthropic-funds/ai-fund/ Supported by Google.org applies Google’s innovation, research, and resources topromote progress and expand opportunity for everyone. The Asian Development Bank (ADB) is committed to achieving aprosperous, inclusive, resilient, and sustainable Asia and the Paciȴc,while sustaining its e΍orts to eradicate extreme poverty. It assists itsmembers and partners by providing loans, technical assistance, grants,and equity investments to promote social and economic development. Authored by AVPN is the largest network of social investors in Asia, comprising over600 funders and resource providers across 33 markets. Our missionis to increase the ȵow and e΍ectiveness of ȴnancial, human, andintellectual capital in Asia by enabling members to channel resourcestowards impact. As an ecosystem builder, AVPN enables its membersto connect, learn, act, and lead across key pillars and improve thee΍ectiveness of deployed capital, bringing local ȴeld needs, regionalexpertise, and policy insights to the forefront. For more information about AVPN and our work, please visit ourwebsite and read our latestAnnual Review 2023/24. Impact Intelligence is an impact and sustainability-focused researchcompany driven by data and passion. We help corporate and insti-tutional clients make decisions that drive positive change for com-munities and the environment while making business sense. We areguided by a ȴrm belief that every business can be a force for goodbut that unlocking impactful business opportunities requires soliddecision support.www.impactintel.com ACKNOWLEDGEMENTS About the Report Authors Guliz Koldas, Programme Manager,Impact Intelligence This report examines the impact ofthe AI transition on the workforceacross the Asia-Paciȴc region,focusing on workers, both existingand those preparing to enter theworkforce, who can signiȴcantlybeneȴt from improved awarenessand AI upskilling and reskillingopportunities. Kim Jackson, Analyst,Impact Intelligence Tomas Larsson, Senior Advisor,Impact Intelligence Niko Moesgaard,Co-founder & Partner,Impact Intelligence Roshini Prakash,Chief Knowledge Officer, AVPN Sangeetha Watson,Assistant Director, Insights, AVPN Gopika Mahapatra, Senior Associate,Insights & Academy, AVPN The report identiȴes communities with unmetneeds within the workforce, maps existingskilling programmes, evaluates AI and labourpolicies, and identiȴes key gaps in readinessand access. Uncovering these insights highlightsopportunities to strengthen skilling pathwaysand promote greater awareness and accessi-bility across the region. The report concludeswith design principles for e΍ective AI skillingprogrammes prioritising accessibility, localpartnerships, and ongoing support. Throughthis lens, the report provides actionable insightsto inform the development of targeted inter-ventions and foster an AI-driven future whichbeneȴts all. Contributing Organisations AI Asia Paciȴc Institute AI Singapore Anudip Foundation Artiȴcial Intelligence andCyber Futures Institute Flinders University Executive Summary The rise of artificial intelligence (AI) is one of the defining global trends of the 21st century.In the Asia-Paciȴc (APAC) region, where emerging economies are rapidly adopting AI, the transitionholds enormous potential for economic growth—AI is projected to contribute up to USD 3 trillion tothe region’s GDP by 2030.1Given the size of APAC’s workforce, already substantial at 2 billion workersas of 2023 and projected to grow by approximately 15 million annually, greater awareness andaccess to AI upskilling and reskilling opportunities stand to yield signiȴcant beneȴts as w