第四届艺术领域可解释人工智能国际研讨会(XAIxArts 4)会议录
Proceedings of The Fourth International Workshop on eXplainable AI for the Arts (XAIxArts 4)
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中文总结 AI 辅助
第四届艺术领域可解释人工智能研讨会聚焦XAI在艺术中的实际应用,通过批判性反思新兴实践、构思项目库、规划资源中心发展来促进该领域发展,为推动创意和社会变革贡献力量。
中文摘要 AI 辅助
第四届艺术领域可解释人工智能研讨会(XAIxArts)继续汇聚并扩大人机交互(HCI)、交互设计、人工智能、可解释人工智能(XAI)和数字艺术领域的研究人员及创意从业者群体,以探索XAI在艺术中的作用。XAI是负责任且以人为本的人工智能的关键关注点,强调使不透明的人工智能模型更易被人理解的HCI技术。XAIxArts提供了一个独特视角,通过创意和艺术领域审视可解释性。此前研讨会探讨了人工智能在创作过程中的情况及未来推测。本次研讨会聚焦于XAI在艺术中的实际应用,具体包括:批判性反思鼓励XAI多样性和包容性的新兴实践;共同构思缺失项目库以促进未来合作与推测;规划开放XAIxArts项目资源中心的发展,用于存档切实的XAI干预措施并推动未来围绕以人为本的人工智能的更广泛社区建设。
英文摘要
The fourth workshop on Explainable AI for the Arts (XAIxArts) continues to bring together and expand a community of researchers and creative practitioners in Human-Computer Interaction (HCI), Interaction Design, AI, eXplainable AI (XAI), and Digital Arts to explore the role of XAI for the Arts. XAI is a key concern of Responsible and Human-Centred AI, emphasising HCI techniques that make opaque AI models more understandable to people. XAIxArts offers a distinctive lens to examine explainability through creative and artistic domains. The previous workshops explored the landscape and the speculative futures of AI in creative processes. To respond to emerging challenges and contribute to creative and societal transformation more broadly, this workshop focuses on the operationalisation of XAI in the Arts. Specifically, we will: i) critically reflect on emerging practices that encourage diversity and inclusivity in XAI; ii) collectively ideate a library of missing projects to encourage future collaborations and speculations; iii) scope the development of a resource hub for open XAIxArts projects to archive tangible XAI interventions and facilitate future community building with the wider discourse on Human-Centred AI.