AI赋能潮玩电商：赋能路径与挑战应对

AI-Enabled Designer Toy E-Commerce: Empowerment Pathways and Challenge Responses

摘要: 随着人工智能技术的迅猛发展以及青年亚文化崛起，潮玩产业正日益成为文化消费领域的新兴增长点。本文从学术视角探讨人工智能赋能潮玩产业的典型路径与所面临的挑战。首先，在理论基础部分阐释人工智能所代表的“新质生产力”对生产力范式的深刻变革，以及其在数字艺术创作领域的融合应用现状。其次，梳理潮玩产业的发展概况，揭示其从边缘亚文化走向主流消费、形成千亿级市场规模的过程和内在逻辑。在此基础上，重点分析人工智能在潮玩设计、三维建模、生产制造、交互体验和IP运营等环节的赋能路径。随后，针对人工智能赋能潮玩过程中存在的问题与挑战进行分析。最后，从政策和产业角度提出相应建议。本文旨在为人工智能时代潮玩产业的高质量发展提供理论参考和实践启示。

Abstract: With the rapid development of artificial intelligence (AI) technologies and the rise of youth subcultures, the designer toy industry has gradually become an emerging growth point in the field of cultural consumption. From an academic perspective, this paper explores the major pathways through which artificial intelligence empowers the designer toy industry, as well as the challenges arising from this process. First, it examines the theoretical foundations of AI as a form of “new quality productive forces” highlighting its transformative impact on production paradigms and its integration with digital art creation. Second, the paper reviews the development of the designer toy industry, revealing its transition from a marginal subculture to a mainstream consumer market with a rapidly expanding scale. On this basis, the study analyzes the empowering mechanisms of artificial intelligence across key segments of the industry, including design and creativity, digital modeling and manufacturing, interactive experiences, and IP operation and marketing. Furthermore, the paper discusses the risks and challenges associated with AI empowerment, such as rising technological barriers, creative homogenization, cultural value dilution, and market instability. Finally, policy and industry-oriented recommendations are proposed to promote the healthy and sustainable development of the designer toy industry in the era of artificial intelligence. This study aims to provide theoretical insights and practical implications for the high-quality development of the designer toy industry under AI-driven transformation.