河南省加快推动工业领域大模型应用的挑战与对策

Research on Challenges and Countermeasures for Accelerating the Application ofLarge Models in the Industrial Field in Henan Province

SUN Qiuyu （Institute of Digital Economy and Industrial Economics，Henan Academy of Social Sciences， Zhengzhou 451464， China）

Abstract： [Purposes]As an outcome of the deep integration of new-generation artificial inteligence technologies and industrial scenarios，industriallarge models playa key role in constructing a modern industrial system. This study conducts specialized research on the application of large models in Henan's industrial sector to provide decision-making references for accelerating the province's new industrialization process.[Methods] By analyzing the current development trends of industrial large models in China， thisstudyfurther identifies the foundational strengthsand practical challenges in promoting their application in Henan's industrial field and proposes corresponding strategies.[Findings] Although the application of large models in Henan's industrial sector possesses certain foundational advantages，it still faces challenges such as insufficient core independent innovation capability，dificulties in effective integration of data resources，lack of systematic synergy in application，and a weak industrial ecosystem. [Conclusions] In response to these challnges，specific countermeasures and suggestions are proposed from aspects including technological breakthroughs，data integration，scenario convergence，and industrial ecosystem optimization，aiming to better promote the implementation and application of industrial largemodels in Henan. Keywords： large models; artificial intelligence technology; industrial scenarios

0 引言

随着智能制造需求的不断深化，工业大模型作为人工智能赋能新型工业化的核心载体，成为全球工业竞争的战略高地1。（剩余5417字）