让AI艺术解释更关注人文价值与创作自由，打破技术主导思维。
XAIxArts Manifesto: Explainable AI for the Arts
- 以互动式宣言形式重构AI可解释性，聚焦艺术实践
- 通过四议题探讨赋能、包容、故障美学与开放性
- 适合关注AI伦理与艺术创作的跨学科研究者
可解释人工智能（XAI）旨在提升模型对人类的可理解性。现有解释多聚焦技术机制或效率提升，呈现技术中心倾向。本文提出《艺术领域的可解释AI》（XAIxArts）宣言，旨在突破技术话语，激发关于解释性的新思考。通过世界咖啡馆式讨论与动态宣言形式，围绕四大核心主题展开：1）赋权、包容与公平；2）艺术实践的价值；3）黑客行为与故障美学；4）开放性。该互动式活体宣言鼓励参与者在CHI社区及更广泛领域共同塑造XAIxArts愿景，推动对人工智能在艺术中角色的深层反思。
原文摘要 · Abstract (English)
Explainable AI (XAI) is concerned with how to make AI models more understandable to people. To date these explanations have predominantly been technocentric - mechanistic or productivity oriented. This paper introduces the Explainable AI for the Arts (XAIxArts) manifesto to provoke new ways of thinking about explainability and AI beyond technocentric discourses. Manifestos offer a means to communicate ideas, amplify unheard voices, and foster reflection on practice. To supports the co-creation and revision of the XAIxArts manifesto we combine a World Café style discussion format with a living manifesto to question four core themes: 1) Empowerment, Inclusion, and Fairness; 2) Valuing Artistic Practice; 3) Hacking and Glitches; and 4) Openness. Through our interactive living manifesto experience we invite participants to actively engage in shaping this XIAxArts vision within the CHI community and beyond.
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