arXiv:2508.14116cs.CYcs.AI2025-08被引 2

非洲AI从业者如何理解信任,揭示本土化价值观对AI治理的影响

Enriching Moral Perspectives on AI: Concepts of Trust amongst Africans

  • 调研157名非洲跨国家学者与从业者,探索其对AI信任的本土认知
  • 多数人强调社区关系而非个人自由,信任源于集体经验与关系网络
  • 提出将非洲社群价值融入国际信任框架,推动更包容的AI治理

AI的可信性对其应用至关重要,但信任的内涵在产业、学术与政策领域存在差异。现有研究多聚焦西方社会,而非洲相关研究较少且缺乏从业者声音。本研究对来自25个非洲国家的157名具有专业或教育背景的AI相关人员进行调查,发现其教育背景、跨国流动经历及原籍国影响其对AI系统的信任与不信任程度,并强调特定信任原则的重要性。受访者普遍认为其价值观根植于成长社群,重视集体关系而非个体自由,将非洲特有的关系主义(Afro-relationalism)应用于可靠性、可依赖性等国际信任概念中。本研究呼吁开展更多实证研究,深入理解非洲社会现实中AI设计、使用与治理中的信任实践。

原文摘要 · Abstract (English)

The trustworthiness of AI is considered essential to the adoption and application of AI systems. However, the meaning of trust varies across industry, research and policy spaces. Studies suggest that professionals who develop and use AI regard an AI system as trustworthy based on their personal experiences and social relations at work. Studies about trust in AI and the constructs that aim to operationalise trust in AI (e.g., consistency, reliability, explainability and accountability). However, the majority of existing studies about trust in AI are situated in Western, Educated, Industrialised, Rich and Democratic (WEIRD) societies. The few studies about trust and AI in Africa do not include the views of people who develop, study or use AI in their work. In this study, we surveyed 157 people with professional and/or educational interests in AI from 25 African countries, to explore how they conceptualised trust in AI. Most respondents had links with workshops about trust and AI in Africa in Namibia and Ghana. Respondents' educational background, transnational mobility, and country of origin influenced their concerns about AI systems. These factors also affected their levels of distrust in certain AI applications and their emphasis on specific principles designed to foster trust. Respondents often expressed that their values are guided by the communities in which they grew up and emphasised communal relations over individual freedoms. They described trust in many ways, including applying nuances of Afro-relationalism to constructs in international discourse, such as reliability and reliance. Thus, our exploratory study motivates more empirical research about the ways trust is practically enacted and experienced in African social realities of AI design, use and governance.

AI伦理非洲视角信任机制

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