Localization of Artificial Intelligence and Its Application to Government Audit
Artificial intelligence(AI),as an important engine of new quality productive forces,will empower various industries,help strengthen auditing research and improve audit quality and efficiency,and promote high-quality development.The AI technology has brought opportunities and challenges to audit work.This paper first elaborates on the development history and latest trends of artificial intelligence,and reviews literature related to auditing.It then discusses the exploration of new AI technologies such as local privatization deployment models and agent applications,knowledge base construction and retrieval-augmented generation,video object detection,and local offline speech recognition.The results show that the application of AI technology can effectively increase the depth and breadth of audit work and improve work efficiency.The paper explores the current challenges in applying artificial intelligence in audit,including ecosystem building,data utilization and governance,AI performance,and security risks.The paper further combines the practical environment of government audit and the working needs against the backdrop of the Digital China initiative,and envisages the application of artificial intelligence technology to government audit from the aspects of strengthening top-level design,training audit talents,and developing AI in professional fields.
artificial intelligencelarge language modelknowledge baseretrieval-augmented generationspeech recognition
万方数据
维普
