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黑人女性主义与人工智能:从批判社会理论视角审视对抗歧视性人工智能的可能性与局限性

Black feminism and Artificial Intelligence: the possibilities and limitations of contesting discriminatory AI from a critical social theory perspective.

作者信息

Schelenz Laura

机构信息

International Center for Ethics in the Sciences and Humanities (IZEW), University of Tübingen, Tübingen, Germany.

出版信息

Front Sociol. 2025 Jul 23;10:1602947. doi: 10.3389/fsoc.2025.1602947. eCollection 2025.

Abstract

Artificial Intelligence (AI) has been challenged in recent years by critical scholars inspired by American Black feminism and questions around diversity, inclusion, and justice in and through AI systems. This paper takes a closer look at the application of Black feminism as a critical social theory, which originated as a theory protesting the oppression of Black women as a group in the United States. The paper reveals the benefits and limitations of the theory in contesting AI-based sorting, classification, personalization, recommendation, and population-based predictions of different groups of technology stakeholders. Through conceptual analysis and reference to recent use cases of AI applications, the paper showcases the promise of an intersectional-type analysis and a structural perspective enabling the in-depth analysis of technology stakeholders' experiences with AI. The paper also highlights limitations of the theory in contesting AI, which inspires a discussion of constraints on critical scholarship on AI more broadly. The papers' findings and arguments are relevant to those engaging in critical conceptual, qualitative research on the design and implications of AI-based computer systems.

摘要

近年来,受美国黑人女性主义启发的批判性学者以及围绕人工智能系统中的多样性、包容性和正义问题,对人工智能提出了挑战。本文深入探讨了黑人女性主义作为一种批判性社会理论的应用,该理论最初是作为一种抗议美国黑人女性群体受压迫的理论而产生的。本文揭示了该理论在质疑基于人工智能的排序、分类、个性化、推荐以及对不同技术利益相关者群体进行基于人群的预测方面的优点和局限性。通过概念分析并参考人工智能应用的近期案例,本文展示了交叉性分析和结构性视角的前景,这能够深入分析技术利益相关者与人工智能的交互体验。本文还强调了该理论在质疑人工智能方面的局限性,这引发了对更广泛的人工智能批判性学术研究限制的讨论。本文的研究结果和论点与那些从事关于基于人工智能的计算机系统设计及其影响的批判性概念性、定性研究的人员相关。

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