论文专业
homogenization
由于共享的输入或影响，个体在属性、观点或产出上的多样性逐渐降低的过程；是大规模 AI 部署中受到关注的风险。
English Definition
"The process by which diversity among individuals' attributes, perspectives, or outputs decreases as a result of shared inputs or influences — a recognized risk in large-scale AI deployment."
用法说明 · 针对中文母语者
在 HCI 中讨论算法对社会/文化多样性影响时常用；与「标准化」不同，强调多样性被侵蚀。
常见错误
- ·译为「标准化」或「统一化」，丢失了对多样性丧失的批判性含义
真实用例 · 3 条
"this could reduce the diversity of self-concepts shaped by different social and cultural backgrounds [37, 41], and further impair inclusiveness and collective intelligence [84]."
论文Pipeline extracted — review needed·讨论 AI 在群体层面导致的 homogenization 风险
"This alignment led to increased homogeneity in self-concepts among users."
论文Pipeline extracted — review needed·研究结果：self-concept 对齐导致用户间同质化
"leading to increased homogeneity of self-concepts across individuals."
论文Pipeline extracted — review needed·摘要结论中再次强调同质化现象
由 pipeline 自动采集，待人工 review