关于管道、准备和注释性劳动:非洲人工智能和数据基础设施的政治地理学

IF 4.7 1区 社会学 Q1 GEOGRAPHY Political Geography Pub Date : 2024-06-18 DOI:10.1016/j.polgeo.2024.103150
Kerry Holden , Matthew Harsh
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引用次数: 0

摘要

数据基础设施正在整个非洲社会迅速扩展,重新兑现了现代化的承诺,并为世界主要科技强国提供了大量数据资源。谷歌名为 "Equiano "的私人海底电缆登陆西非,旨在点燃数据服务、智能环境、投资机会和就业机会。非政府和多边机构正忙于支持非洲各国政府建立监管框架,旨在让各国为第四次工业革命 "做好准备"。年轻的非洲人在改造后的海运集装箱里工作,为数据添加注释并训练算法。当未来的承诺在广阔的乌托邦愿景中浮现时,本文提出了一种方法,将非洲背景理解为数据基础设施的异质体验场所,这些体验具有历史和政治偶然性。本文通过 Equiano 管道、人工智能(AI)就绪指数和人工智能注释劳动力这三个例子,探讨了提取、监控和开发的空间政治。我们质疑全球科技公司和跨国治理机构在说明殖民主义的地理历史及其在非洲社会的余波时所使用的同质化话语。我们进一步呼吁开展实证研究,审查数据的细粒度多重性,提供对非洲和来自非洲的人工智能的细致入微的理解。
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On pipelines, readiness and annotative labour: Political geographies of AI and data infrastructures in Africa

Data infrastructures are expanding rapidly across African societies, renewing the promise of modernisation, and providing a massive data resource to the dominant tech powers of the world. Google's private undersea cable, named Equiano, landed in west Africa with the intention of igniting data services, smart environments, investment opportunities and jobs. Non-governmental and multilateral agencies are busy supporting African governments in building regulatory frameworks that aim to ‘ready’ countries for the 4th industrial revolution. Young Africans labour in remodelled shipping containers to annotate data and train algorithms. While future promises pan out in wide-angled, utopian visions, this paper sets out an approach to understand African contexts as sites of heterogeneous experience of data infrastructures that are historically and politically contingent. The paper explores the spatial politics of extraction, surveillance, and exploitation in three examples of the Equiano pipeline, the Artificial Intelligence (AI) Readiness Index, and the AI annotative labour force. We challenge the homogenising discourses of global tech companies and transnational governance institutions in accounting for the geographical histories of colonialism and its afterlives in African societies. We further call for empirical studies that examine the granular multiplicities of data, providing nuanced understandings of AI in and from Africa.

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来源期刊
CiteScore
6.60
自引率
14.60%
发文量
210
期刊介绍: Political Geography is the flagship journal of political geography and research on the spatial dimensions of politics. The journal brings together leading contributions in its field, promoting international and interdisciplinary communication. Research emphases cover all scales of inquiry and diverse theories, methods, and methodologies.
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