interpretive practice

一种依赖情境判断、上下文解读与定性意义建构的评估方式，而非基于预定义量化指标或基准的评估方式。

English Definition

"An evaluation approach in which practitioners rely on situated judgment, contextual reading, and qualitative sense-making rather than on pre-defined quantitative metrics or benchmarks."

用法说明 · 针对中文母语者

与 qualitative method 接近但更强调「实践」（practice）这一行动维度，常用来论证非量化做法在 AI 评估中的合法性。中译「解释性实践」时不要简化为「定性研究」——前者更凸显从业者的能动性。

真实用例 · 2 条

"we argue that interpretive practices (such as 'vibe checks') are necessary adaptations to the probabilistic nature of LLMs that must be supported rather than replaced."

论文Pipeline extracted — review needed·在 contribution 段提出 vibe checks 这类解释性实践应被支持而非替代

"Our analysis suggests these interpretive practices are necessary adaptations to LLM characteristics rather than methodological failures."

论文Pipeline extracted — review needed·在 abstract 总结部分重申解释性实践是对 LLM 概率性本质的必要适应，而非方法失败

由 pipeline 自动采集，待人工 review