论文专业

human-AI hybrid

人机混合工作流，结合人类判断与 AI/算法处理的工作方式，常用于在自动化效率与人类监督、问责之间取得平衡。

English Definition

"A workflow or system that combines human judgment with AI/algorithmic processing, often used to balance automation efficiency with human oversight and accountability."

用法说明 · 针对中文母语者

与 'AI-assisted' 相比，hybrid 强调两者并行介入而非 AI 主导+人类辅助；与 'hybrid intelligence' 在 a11y/隐私研究中常同义。

常见错误

·与 'AI-assisted' 混用——human-AI hybrid 强调人机平等协作，AI-assisted 强调 AI 主导

真实用例 · 2 条

"Zhang et al. [55] proposed a human-AI hybrid workflow for detecting and redacting private information, yet focused on usability rather than comparing obfuscation across diverse content types."

论文Pipeline extracted — review needed·相关工作部分，引用前人对人机混合工作流的探索

"VDS fall into AI-powered (e.g., Seeing AI [46]), human-powered (e.g., Be My Eyes [10]), and hybrid approaches that combine both (e.g., VizWiz [13])."

论文Pipeline extracted — review needed·VDS 分类说明，hybrid 模式作为 AI 与人工的结合体

由 pipeline 自动采集，待人工 review