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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">IEF</journal-id><journal-title-group><journal-title>International Education Forum</journal-title></journal-title-group><issn>3083-4902</issn><eissn>2981-8605</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/ief.v2i9.8713</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>The Development Potential and Challenges of One-Click Generative Artificial Intelligence in Cross-Border E-Commerce</title><url>https://artdesignp.com/journal/IEF/2/9/10.26689/ief.v2i9.8713</url><author>HeShanshan,WangRongjun</author><pub-date pub-type="publication-year"><year>2024</year></pub-date><volume>2</volume><issue>9</issue><history><date date-type="pub"><published-time>2024-10-29</published-time></date></history><abstract>This paper explores the development potential and challenges of one-click generative artificial intelligence (AI) in cross-border e-commerce. With the rapid growth of the Internet, cross-border e-commerce has seen significant market expansion, and the integration of AI technology presents new opportunities for the industry. This study analyzes the potential of one-click generative AI in cross-border e-commerce&amp;nbsp;and its challenges. Reviewing relevant academic literature, the paper outlines key application scenarios of one-click generative AI, such as automatic product description generation and intelligent customer service assistants. Additionally, the study highlights the challenges associated with the technology, including issues related to semantic understanding and technological immaturity. 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