Core Viewpoint - The integration of generative artificial intelligence (AI) into the preservation and innovation of the Three Gorges folk art is transforming its digitalization, education, and creative design, enhancing its cultural significance and accessibility [1][8]. Digital Transformation of Three Gorges Folk Art - Generative AI injects new momentum into the digital development of Three Gorges folk art, utilizing computer vision to identify and categorize various materials, creating a structured database for preservation [2]. - The AI's data analysis capabilities allow for in-depth study of folk art characteristics, establishing a three-dimensional art gene bank that clarifies the evolution of different styles [2][3]. Resource Activation and Development - The digital database enriches generative AI's learning, enabling it to understand and creatively engage with Three Gorges folk art, including restoring damaged artifacts and generating high-fidelity images and models [3]. - Generative AI can transform static art into dynamic experiences, allowing users to interact with and create their own art in virtual spaces [3]. Educational Support for Heritage Transmission - Generative AI can design tailored educational programs for folk art transmission, creating interactive characters that provide real-time feedback and immersive learning experiences [4]. - The technology facilitates the establishment of virtual art workshops, enabling skill acquisition without geographical constraints, thus promoting the training of heritage inheritors [4]. Innovation in Design - Trained generative AI can create new artistic works that adhere to traditional styles while integrating modern design elements, fostering a blend of retro and contemporary aesthetics [5][6]. - The AI's efficiency in generating design concepts allows for rapid adaptation to market demands, producing culturally and functionally relevant products [6]. Expanding Communication Dimensions - Generative AI enhances the dissemination of Three Gorges folk art by transforming traditional content into engaging formats, increasing public interest [7]. - The incorporation of VR and AR technologies creates immersive experiences that deepen emotional connections to the art, while collaborative design platforms enable customized solutions based on user preferences [7][8]. Conclusion - Generative AI is a crucial tool for improving the quality and efficiency of the digital transformation of Three Gorges folk art, facilitating its preservation, education, innovation, and broader dissemination [8].

Core Viewpoint - The article highlights the revitalization of rural areas in China through the traditional art of Mianzhu New Year paintings, showcasing how local artists and villagers are integrating this cultural heritage into modern life and tourism, thus contributing to rural economic development [1][4]. Group 1: Cultural Significance - Mianzhu New Year paintings, originating from the Northern Song Dynasty, are recognized as one of China's four major types of New Year paintings, alongside those from Tianjin, Shandong, and Suzhou [3]. - The paintings traditionally feature auspicious themes for the New Year, with the "door god" paintings being particularly significant [3][6]. Group 2: Economic Impact - Mianzhu New Year painting village has developed over 20 series and more than 1,000 types of products, achieving annual sales of 30 million yuan, with exports to over 50 countries including the USA, UK, France, Thailand, and Cambodia [4]. - In the first half of 2025, the village received 660,000 tourists, generating over 230 million yuan in tourism revenue [6]. Group 3: Artistic Development - The creation of Mianzhu New Year paintings involves a meticulous process, requiring paintings to rest for over ten days to allow colors to penetrate the paper, resulting in unique variations in each piece [4]. - The content of the paintings has evolved, incorporating modern themes while still retaining traditional elements that appeal to older and international consumers [6]. Group 4: Community Engagement - The village has implemented a model where artists exchange their skills for shares, and villagers can convert points into shares, fostering a sense of community ownership and participation in the economic benefits [6]. - Future plans include leveraging cultural resources to host themed activities centered around New Year paintings, enhancing the cultural experience for visitors and promoting the art on a global stage [6].