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AIGC对跨境电商的影响、存在的问题及对策

文章摘要

本文分析了AIGC技术发展现状,认为人工智能算法迭代更新使AIGC技术升级到交互协作阶段,全自主深度学习和场景深化应用将成为AIGC未来的发展趋势;AIGC大模型的架构潜力凸显,语言大模型增强AIGC技术对抽象内容的理解能力,视觉大模型(CV)提升AIGC技术的感知能力,多模态大模型成为AIGC技术的“万花筒”;AIGC应用能力场景不断丰富,AIGC与传媒、电商、影视、娱乐等领域的结合正在推动这些行业的融合和升级,为用户带来更加沉浸的体验。AIGC对跨境电商产生积极影响,加快智慧选品,提升决策效益,优化广告投放,提高营销效率,改进商品服务,提升购物体验,升级支撑服务,提升运营效率。然而,AIGC在跨境电商领域应用也存在一些问题,如AIGC的相关法规和指引不完善、AIGC增加数据泄露与误导风险、AIGC引发新的国际知识产权纠纷、AIGC形成新的技术性贸易壁垒等。因此,应完善AIGC相关法规和指引,确保数据安全、可信度和用户权益,平衡技术创新和知识产权保护,促进技术的全球合作和贸易的自由化,从而促进AIGC在跨境电商领域更好地应用。

Abstract

The report analyzes the current status of AIGC technology,and believes that the iterative update of artificial intelligence algorithm will upgrade AIGC technology to the interactive and cooperative stage. Fully autonomous learning and scene deepening applications will become the future development trend of AIGC. The architectural potential of the AIGC model is highlighted. The language model enhances the understanding ability of AIGC technology for abstract content,the visual model improves the perception ability of AIGC technology,and the multi-modal large model becomes the “kaleidoscope” of AIGC technology. The application scenarios of AIGC are continuously enriched. The combination of AIGC with media,e-commerce,movies,entertainment is promoting the integration and upgrading of these industries,bringing users a more immersive experience. AIGC has a positive impact on cross-border e-commerce,speeding up intelligent product selection,improving decision-making efficiency,optimizing advertising,increasing marketing efficiency,improving goods and services,enhancing shopping experience,upgrading support services,and improving operational efficiency. However,there are also some problems with AIGC in the field of cross-border e-commerce such as the incomplete regulations and guidelines of AIGC,the increased risk of data leakage and misdirection of AIGC,the new international intellectual property disputes caused by AIGC,and the formation of new technical barriers to trade. Therefore,it is necessary to improve AIGC related regulations and guidelines,ensuring the data security and user rights,balancing the technological innovation and intellectual property protection,promoting the global cooperation in technology and trade liberalization,so as to make AIGC better applied in the field of cross-border e-commerce.

作者简介
李峄:李峄,博士后,商务部国际贸易经济合作研究院副研究员,主要研究方向为数字经济、跨境电商。
洪勇:洪勇,博士,商务部国际贸易经济合作研究院副研究员,主要研究方向为数字经济、跨境电商。