论文入门
production setting
系统被部署给真实用户、并承受现实约束（延迟、规模、多样化利益相关者）的运行环境，与受控的研究/实验室环境相对。
English Definition
"The context in which a system is deployed and used by real users under real-world constraints (latency, scale, diverse stakeholders), as opposed to a controlled research or lab environment."
用法说明 · 针对中文母语者
CHI/HCI 论文中常出现 in the wild / in production / in deployment 等近义说法，但 production setting 更强调工程与运维约束，而 in the wild 更强调用户场景多样性。
真实用例 · 2 条
"leaving practitioners in a difficult position: they are tasked with building reliable products on a new technological frontier, but are doing so without guiding principles."
论文Pipeline extracted — review needed·承上，指出评估缺口是生产环境中的关键瓶颈
"We conducted semi-structured interviews with 19 practitioners who develop LLM-based products in production settings."
论文Pipeline extracted — review needed·在 RQ 后说明研究对象聚焦于生产环境中的从业者
由 pipeline 自动采集，待人工 review