用自然意象构建AI开发的社会化框架，助力包容性创新
The Cloud Weaving Model for AI development
- 以云、蛛网等自然元素隐喻社会关系，重构AI开发逻辑
- 在协作试点中揭示被忽视的责任维度，推动公平实践
- 适合关注伦理、跨文化协作的AI研究者与开发者
在分析与边缘群体合作开展的AI试点项目时，我们发现现有范式难以准确描述其中挑战。为此，我们构建了一个基于社会肌理的替代性概念框架——云织模型（Cloud Weaving Model），该模型受原住民知识、自然意象及东方传统启发。本文阐述了模型的核心要素（云、蜘蛛、丝线、蛛网、天气）及其在AI语境中的诠释，并将其应用于理解与边缘群体共同创作过程中观察到的模式，凸显出负责任AI发展中被忽视但关键的维度。
原文摘要 · Abstract (English)
While analysing challenges in pilot projects developing AI with marginalized communities, we found it difficult to express them within commonly used paradigms. We therefore constructed an alternative conceptual framework to ground AI development in the social fabric -- the Cloud Weaving Model -- inspired (amongst others) by indigenous knowledge, motifs from nature, and Eastern traditions. This paper introduces and elaborates on the fundamental elements of the model (clouds, spiders, threads, spiderwebs, and weather) and their interpretation in an AI context. The framework is then applied to comprehend patterns observed in co-creation pilots approaching marginalized communities, highlighting neglected yet relevant dimensions for responsible AI development.
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