交叉AI至关重要

IF 0.2 0 HUMANITIES, MULTIDISCIPLINARY Journal of Science and Technology of the Arts Pub Date : 2019-12-29 DOI:10.7559/citarj.v11i2.665
Sarah Ciston
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引用次数: 10

摘要

人工智能正在悄悄地塑造社会结构和私人生活。尽管它承诺了平等和效率,但它的计算过程反映了对现有权力的偏见,尽管专有数据实践和对计算魔力的文化认知往往掩盖了这些影响。然而,交叉性——它突出了对制度权力的分析,并融合了酷儿、女权主义和批判性种族理论——可以帮助重新思考人工智能。交叉框架可用于分析现有人工智能中存在的偏见和问题,并从其反历史中揭示替代伦理。本文呼吁将交叉策略应用于人工智能的各个层面,从数据到设计到实施,从技术专家到用户。该研究借鉴了交叉理论,认为这些策略是多焦点的、多模式的和实验性的——这表明以社区为中心的艺术实践可以帮助想象人工智能的交叉可能性,并帮助开始解决其偏见。
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Intersectional AI Is Essential
Artificial intelligence is quietly shaping social structures and private lives. Although it promises parity and efficiency, its computational processes mirror biases of existing power even as often-proprietary data practices and cultural perceptions of computational magic obscure those influences. However, intersectionality—which foregrounds an analysis of institutional power and incorporates queer, feminist, and critical race theories—can help to rethink artificial intelligence. An intersectional framework can be used to analyze the biases and problems built into existing artificial intelligence, as well as to uncover alternative ethics from its counter-histories. This paper calls for the application of intersectional strategies to artificial intelligence at every level, from data to design to implementation, from technologist to user. Drawing on intersectional theories, the research argues these strategies are polyvocal, multimodal, and experimental—suggesting that community-focused and artistic practices can help imagine AI’s intersectional possibilities and help begin to address its biases.
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来源期刊
Journal of Science and Technology of the Arts
Journal of Science and Technology of the Arts HUMANITIES, MULTIDISCIPLINARY-
CiteScore
0.40
自引率
0.00%
发文量
0
审稿时长
12 weeks
期刊介绍: The Journal of Science and Technology of the Arts (CITARJ) covers a wide range of topics related to the study and practice of Artistic work approached through Science and Technology, including: -Aesthetics of New Media- Audiovisual and Cinematic Art- Computer Music- Digital Arts - Digital Culture- Generative Art/Systems- Interactive Art - Interactive Multimedia- Interactive Sound- New Interfaces for Digital Expression- New Media Art- Tangible interfaces.
期刊最新文献
Editorial: v13 n2 Moving in Between Resistances: An Axis-Thought on Choreographic Creation in an Educational Context Critical Approaches Towards (A New) Arts Education From Strategic Effects to Tactical Affects The Ambiguous Geometry of Relationships: A Brief Analysis of 'How to Draw a Perfect Circle' after a video essay by Marisa Alves Pedro
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