XAIxArts Manifesto: Explainable AI for the Arts
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arXiv
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| Main Authors: | , , , , , , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866917940511637504 |
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| author | Bryan-Kinns, Nick Zheng, Shuoyang Jasper Castro, Francisco Lewis, Makayla Chang, Jia-Rey Vigliensoni, Gabriel Broad, Terence Clemens, Michael Wilson, Elizabeth |
| author_facet | Bryan-Kinns, Nick Zheng, Shuoyang Jasper Castro, Francisco Lewis, Makayla Chang, Jia-Rey Vigliensoni, Gabriel Broad, Terence Clemens, Michael Wilson, Elizabeth |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2502_21220 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | XAIxArts Manifesto: Explainable AI for the Arts Bryan-Kinns, Nick Zheng, Shuoyang Jasper Castro, Francisco Lewis, Makayla Chang, Jia-Rey Vigliensoni, Gabriel Broad, Terence Clemens, Michael Wilson, Elizabeth Human-Computer Interaction Artificial Intelligence 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. |
| title | XAIxArts Manifesto: Explainable AI for the Arts |
| topic | Human-Computer Interaction Artificial Intelligence |
| url | https://arxiv.org/abs/2502.21220 |