“十五五”时期档案记忆粒子计算工程基础研究前瞻

Abstract： Conducting research and exploration based on microscopic particles to achieve a profound understanding of the macroscopiclawsof thingsisanimportantwaytomakebreakthroughs inscientificresearch.Inresponsetotherealneedsof intelligent transformationofChina'sachival management，thisarticleputsforwardtheacademicconceptof"archivalmemory particles"，expounds its technical principles andfunctional values，discusss thecore ideas ofengineering architecture such as distributedarchitecture，semanticcoordinatesystem，vectordatabaseand intellgentbodyservice，andfinallyputs forward some policyrecommendations forthework in the15thFive-YearPlanperiod.Archivalmemory particles is thesmallest referableunitsoffactualsemantic iformationcontained inarchivaldocuments，which is thelogical intermediaryforrealizing theintegrationofsemanticinformationofmulti-modalarchivaldocuments，the"logicallink"forpromotingthesemantic integration ofarchival documents inmultipleethnic languages，thebasicresources forachievingaccurateretrieval of the content information ofarchival documents and human-machinequestion-answering services，anda reliablelogicalreference systemfor goveming the problemof machine hallucinations in large language models.The promotionand practiceof the fundamentalresearchesof "archivalmemoryparticlecomputingproject"willprovidesignifcantstrategicsupport forpromoting the modemizationof archival undertakings with Chinese characteristics and thedevelopmentofChina's ndependent knowledge system of archival science.

Keywords： AchivalMemoryParticles; IntellgentTransfomation;ArchivalData Governance; IntelligentAgentEngieering

基础研究是基于源头问题和底层逻辑对事物的深层次规律进行的思考与探索，是国家创新体系的基石，其重大突破往往会引发社会生产力的全局性、系统性变革。（剩余7934字）