职场需要基于行为而非自我报告的 AI 熟练度评估

来源证据

作者在客户对话中发现人们不擅长自我评估 AI 熟练度，频繁使用常被误认为熟练，低评级还会带来落后感和职业不安全感。

What observable behaviors would you use to distinguish one level from the next? Does “loop” make sense as an individual proficiency level, or is it inherently a team or company capability? Is there a L6 and if so how would you define it? We’re trying to define these because, in customer conversations, we’ve found that people are not very good at self-evaluating their own AI proficiency. Frequent use often gets mistaken for proficiency. And being low on a ladder like this can feel like admitting