“十五五”時期檔案記憶粒子計算工程基礎研究前瞻

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

基礎研究是基于源頭問題和底層邏輯對事物的深層次規(guī)律進行的思考與探索，是國家創(chuàng)新體系的基石，其重大突破往往會引發(fā)社會生產(chǎn)力的全局性、系統(tǒng)性變革。（剩余7934字）