论文标题
参与不是机器学习的设计修复
Participation is not a Design Fix for Machine Learning
论文作者
论文摘要
本文批判性地研究了现有的参与设计实践和机器学习模式。警告不要“参与洗涤”,这表明ML社区必须与社区参与的可能剥削性和提取性形式相提并论,并脱离了与上下文无关可伸缩性的特权。
This paper critically examines existing modes of participation in design practice and machine learning. Cautioning against 'participation-washing', it suggests that the ML community must become attuned to possibly exploitative and extractive forms of community involvement and shift away from the prerogatives of context-independent scalability.