2024年GenAI重塑数字经济报告

GenAI Reshaping the Digital EconomyUnderstanding Generative AI and unlocking its power for a safe and sustainable Digital Economy.2TABLE OFCONTENTSExecutive Summary Introduction1.1 Artificial Intelligence (AI) & Generative AI1.2 Generative Pre-Trained Transformer (GPT)1.3 Generative AI Tools1.4 GenAI & Digital EconomyBackground and History of Generative AI & and its tools2.1 History2.2 Characteristics of GenAI Tools2.3 GenAI-Based Systems Back-End Operations 2.4 Research Gaps, and Our ContributionApplications of Generative AI and its Tools 3.1 Public Sector3.2 Private SectorGenerative AI Models and Digital Economy4.1 Financial Sector, Including Customer Operations.4.2 Health Sector4.3 Education Sector4.4 Marketing and Sales4.5 Climate Change4.6 Agriculture Sector4.7 Product And Services R&D4.8 Miscellaneous Spectrum of Generative AI and its Tools 04070710111417172021222324252730313334353637383Challenges of Generative AI & its Tools5.1 Ethical Challenges5.2 Generic ChallengeRecommendations on GenAI to Revolutionize The Digital Economy6.1 Formulation of Holistic Ethical Guidelines and Frameworks For GenAI-Based Tools6.2 Early GenAI Adoption By The Business Community6.3 Development of National Generative AI Strategy 6.4 Incentives for GenAI6.5 Disclosure of GenAI, and its Tools, Like ChatGPT, Status as an AI Language Model6.6 GenAI Standards and Principles6.7 Significant Digital Literacy GenAI6.8 Research on GenAI, Including Llms6.9 Use Open-Source GenAI Models6.10 Establishment of Cooperative Infrastructure For GenAI Models6.11 Global Cooperation for GenAI For Good 6.12 GenAI Tech Firms’ Commitment With The Other Stakeholders, Including Governments.6.13 Constitution of An Independent Authority to Monitor and Analyze GenAI Tools Performance.Generative AI Tools, Like ChatGPT, LimitationsConclusionContributorsBibliography394045474749525354555657585960616162636566DisclaimerThis white paper is a working paper, and hence it represents research in progress. It does not necessarily reflect the official views of the DCO Member States, nor the official position of any staff members. All efforts were made to compile data that is as accurate and as recent as possible based on available international sources. The DCO does not take any responsibility for data that may be inaccurate. The names of companies, entities, products, services, etc. mentioned in this document are not intended as an endorsement or referral to by the DCO, its Member States or staff members. They are sorted alphabetically and not in order of preference.All images in this white paper are generated by artificial intelligence tools through specific prompts, with manual edits applied afterwards.©2024, the Digital Cooperation Organization, all rights reserved4EXECUTIVESUMMARYGenerative Artificial Intelligence (GenAI) is an emerging and groundbreaking area of Artificial Intelligence (AI) that creates and understands quality text, images, audio, videos, 3D models, and other content from