AI feedback
AI 反馈。由 AI 系统自动生成的反馈，用于评估、辅助或改进用户的表现、行为或输出；可以是实时（副驾驶式）的，也可以是事后（训练式）的。
English Definition
"Automated feedback generated by an AI system to evaluate, scaffold, or improve a user's performance, behavior, or output; can be real-time (co-pilot style) or post-hoc (training style)."
用法说明 · 针对中文母语者
在 LLM 时代，AI feedback 既可作为实时辅助（real-time co-pilot），也可作为训练工具（training tool）。注意与一般 'automated feedback' 区分——AI feedback 特指基于 AI/ML 模型的反馈。
常见错误
- ·与 'automated feedback' 混用
- ·忽略 AI feedback 可能存在的偏差与对齐问题
真实用例 · 2 条
"Participants were randomly assigned to one of two conditions: (1) Group P: Practice with LLM-simulated patients without AI feedback, or (2) Group P+F: Practice with LLM-simulated patients plus AI feedback."
"In parallel, AI feedback systems have progressed in automatically assessing counselor behaviors such as empathy, reflections, and active listening, generating suggested responses and explanations."