{"title":"人工智能在工艺教育中的应用:文本-图像生成模型","authors":"Henriikka Vartiainen, M. Tedre","doi":"10.1080/14626268.2023.2174557","DOIUrl":null,"url":null,"abstract":"ABSTRACT Artificial intelligence (AI) and the automation of creative work have received little attention in craft education. This study aimed to address this gap by exploring Finnish pre-service craft teachers’ and teacher educators’ (N = 15) insights into the potential benefits and challenges of AI, particularly text-to-image generative AI. This study implemented a hands-on workshop on creative making with text-to-image generative AI in order to stimulate discourses and capture imaginaries concerning generative AI. The results revealed that making with AI inspired teachers to consider the unique nature of crafts as well as the tensions and tradeoffs of adopting generative AI in craft practices. The teachers identified concerns in data-driven design, including algorithmic bias, copyright violations and black-boxing creativity, as well as in power relationships, hybrid influencing and behaviour engineering. The article concludes with a discussion of the complicated relationships the results uncovered between creative making and generative AI.","PeriodicalId":54180,"journal":{"name":"DIGITAL CREATIVITY","volume":"34 1","pages":"1 - 21"},"PeriodicalIF":1.3000,"publicationDate":"2023-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"Using artificial intelligence in craft education: crafting with text-to-image generative models\",\"authors\":\"Henriikka Vartiainen, M. Tedre\",\"doi\":\"10.1080/14626268.2023.2174557\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACT Artificial intelligence (AI) and the automation of creative work have received little attention in craft education. This study aimed to address this gap by exploring Finnish pre-service craft teachers’ and teacher educators’ (N = 15) insights into the potential benefits and challenges of AI, particularly text-to-image generative AI. This study implemented a hands-on workshop on creative making with text-to-image generative AI in order to stimulate discourses and capture imaginaries concerning generative AI. The results revealed that making with AI inspired teachers to consider the unique nature of crafts as well as the tensions and tradeoffs of adopting generative AI in craft practices. The teachers identified concerns in data-driven design, including algorithmic bias, copyright violations and black-boxing creativity, as well as in power relationships, hybrid influencing and behaviour engineering. The article concludes with a discussion of the complicated relationships the results uncovered between creative making and generative AI.\",\"PeriodicalId\":54180,\"journal\":{\"name\":\"DIGITAL CREATIVITY\",\"volume\":\"34 1\",\"pages\":\"1 - 21\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2023-01-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"DIGITAL CREATIVITY\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/14626268.2023.2174557\",\"RegionNum\":4,\"RegionCategory\":\"艺术学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"0\",\"JCRName\":\"ART\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"DIGITAL CREATIVITY","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/14626268.2023.2174557","RegionNum":4,"RegionCategory":"艺术学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"0","JCRName":"ART","Score":null,"Total":0}
Using artificial intelligence in craft education: crafting with text-to-image generative models
ABSTRACT Artificial intelligence (AI) and the automation of creative work have received little attention in craft education. This study aimed to address this gap by exploring Finnish pre-service craft teachers’ and teacher educators’ (N = 15) insights into the potential benefits and challenges of AI, particularly text-to-image generative AI. This study implemented a hands-on workshop on creative making with text-to-image generative AI in order to stimulate discourses and capture imaginaries concerning generative AI. The results revealed that making with AI inspired teachers to consider the unique nature of crafts as well as the tensions and tradeoffs of adopting generative AI in craft practices. The teachers identified concerns in data-driven design, including algorithmic bias, copyright violations and black-boxing creativity, as well as in power relationships, hybrid influencing and behaviour engineering. The article concludes with a discussion of the complicated relationships the results uncovered between creative making and generative AI.
期刊介绍:
Digital Creativity is a major peer-reviewed journal at the intersection of the creative arts, design and digital technologies. It publishes articles of interest to those involved in the practical task and theoretical aspects of making or using digital media in creative disciplines. These include but are not limited to visual arts, interaction design, physical computing and making, computational materials, textile and fashion design, filmmaking and animation, game design, music, dance, drama, architecture and urban design. The following list, while not exhaustive, indicates a range of topics that fall within the scope of the journal: * New insights through the use of digital media in the creative process * The relationships between practice, research and technology * The design and making of digital artefacts and environments * Interaction relationships between digital media and audience / public * Everyday experience with digital design and artwork * Aspects of digital media and storytelling * Theoretical concepts