论文标题

非殖民AI:非殖民理论作为人工智能中的社会技术概要

Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence

论文作者

Mohamed, Shakir, Png, Marie-Therese, Isaac, William

论文摘要

本文探讨了批判科学的重要作用,特别是后殖民和非殖民理论的重要作用,在理解和塑造人工智能的持续进展中。人工智能(AI)被视为将重塑现代社会及其关系的技术进步之一。尽管不断适应的系统的设计和部署构成了深远的积极变化的承诺,但它们同时构成了重大风险,尤其是对已经脆弱的人民。价值观和力量是讨论的核心。非统治理论利用历史上的事后解释塑造我们智力,政治,经济和社会世界的权力模式。通过将非统一的关键方法嵌入其技术实践中,AI社区可以开发远见和策略,可以更好地将研究和技术发展与既定的道德原则保持一致,以此为中心,以继续承担创新和科学进步的负面影响的脆弱民族。我们重点介绍了有问题的应用程序,这些应用是殖民地的实例,并使用非殖民镜头提交了三种策略,这些策略可以构成人工智能的非统一领域:创建AI的关键技术实践,寻求反向教学和反向教学,以及情感和社区的更新。未来的几年将迎来由人工智能研究驱动的一波新的科学突破和技术,这使AI社区有责任通过道德的远见和我们可以使用的多种知识观点来加强社会契约;最终支持未来的技术,以实现所有人的福利和正义目标。

This paper explores the important role of critical science, and in particular of post-colonial and decolonial theories, in understanding and shaping the ongoing advances in artificial intelligence. Artificial Intelligence (AI) is viewed as amongst the technological advances that will reshape modern societies and their relations. Whilst the design and deployment of systems that continually adapt holds the promise of far-reaching positive change, they simultaneously pose significant risks, especially to already vulnerable peoples. Values and power are central to this discussion. Decolonial theories use historical hindsight to explain patterns of power that shape our intellectual, political, economic, and social world. By embedding a decolonial critical approach within its technical practice, AI communities can develop foresight and tactics that can better align research and technology development with established ethical principles, centring vulnerable peoples who continue to bear the brunt of negative impacts of innovation and scientific progress. We highlight problematic applications that are instances of coloniality, and using a decolonial lens, submit three tactics that can form a decolonial field of artificial intelligence: creating a critical technical practice of AI, seeking reverse tutelage and reverse pedagogies, and the renewal of affective and political communities. The years ahead will usher in a wave of new scientific breakthroughs and technologies driven by AI research, making it incumbent upon AI communities to strengthen the social contract through ethical foresight and the multiplicity of intellectual perspectives available to us; ultimately supporting future technologies that enable greater well-being, with the goal of beneficence and justice for all.

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