科技档案管理中垂直大模型应用场景、问题与对策

Abstract: Starting froman introduction to the characteristics and developmental status of Vertical-Specific Large Models,this paper comprehensively analyzes their applications in revolutionizing theconstruction ofscience and technology Archives resources and knowledge production patterns，establishing inteligent service systems for scientific Archives，and expanding innovativeapplication boundaries of technical Archives.It examines existing challenges indataqualityandsecurity,modelrainingandoptimization,integrationof businessandtechnology，as wellas technicaltalent development.Corrsponding solutionsareproposed to provide methodological support for implementingVertical-SpecificLargeModels inscientificArchivesmanagement,ultimatelypromoting theinteigent and knowledge-driven transformation of this field.

Keywords: Vertical-specificlarge models; Science and technologyarchives; Archive service; Artficial inteligence; Intellectual property right; Personalized service; Knowledge production; Technological innovation

科技档案作为记录科研活动、科技成果与知识积累的载体，是国家科技创新和经济社会发展的重要基础性、战略性资源。（剩余12279字）