摘要
文章采用探源方法梳理人类历史上知识增强各阶段的方式、特征、关键节点及局限性,借助技术剖析法分析DeepSeek在知识增强领域的技术创新与应用价值,基于“后视镜”视角展望DeepSeek对知识增强发展趋势的启示。人类知识增强历史可划分为“符号化知识记录的原始阶段”“制度化知识系统的古典阶段”“工业化知识生产的近代阶段”“数字化知识网络的现代阶段”“交互化知识重组的智能阶段”等五个阶段,DeepSeek在知识源、知识应用、知识效益和知识实践方面的技术创新支持实现动态知识融合、垂直场景适配、计算成本控制及推理过程呈现。展望未来,DeepSeek对知识增强发展优势的创新启示包括认知引擎打造知识基座、人机协同推动知识进化、开源普惠促成知识平权等。
The technological innovations of DeepSeek have had a profound impact on knowledge enhancement.Using the method of source exploration,this paper analyzes the approaches,characteristics,key nodes and limitations of knowledge enhancement at each stage of human history.Based on a technical analysis framework,it examines the technological innovation and application value of DeepSeek in the field of knowledge enhancement,and provides some insights from DeepSeek on the development trend of knowledge enhancement from a“rearview mirror”perspective.The history of human knowledge enhancement can be divided into five stages:the primitive stage of symbolic knowledge recording,the classical stage of institutionalized knowledge system,the modern stage of industrialized knowledge production,the contemporary stage of digital knowledge network,and the intelligent stage of interactive knowledge reorganization.DeepSeek's technological innovations in knowledge sources,knowledge applications,knowledge efficiency and knowledge practice could make the dynamic knowledge fusion,vertical scenario adaptation,computational cost control and reasoning process visualization a reality.Looking ahead,DeepSeek’s innovative inspirations for knowledge augmentation will be manifested in the trends such as creating a knowledge pedestal based on cognitive engines,driving knowledge evolution through human-computer collaboration,and promoting knowledge equality by being open source and universally beneficial.
作者
郭亚军
李天祥
王会森
王斌
GUO YaJun;LI Tianxiang;WANG Huisen;WANG Bin
出处
《图书馆论坛》
北大核心
2025年第9期102-113,共12页
Library Tribune
基金
中宣部“四个一批”人才专项课题“人工智能时代知识生产的范式重构”研究成果。
作者简介
郭亚军,博士,郑州航空工业管理学院信息管理学院教授、硕士生导师;李天祥,郑州航空工业管理学院信息管理学院硕士研究生;王会森,郑州航空工业管理学院信息管理学院硕士研究生;通信作者:王斌,wangbin@citicpub.com,国务院特殊津贴专家,武汉大学兼职博士生导师,浙江传媒学院客座教授,中国出版协会副理事长。
