研究：理性采用AI或摧毁整个职业的专业知识
原标题：The "tragedy of the cognitive commons" explains how rational AI adoption could destroy entire professions' expertise
AI 摘要
Nolan Lovett在《Human Resource Development Review》发表研究，指出企业理性采用AI替代初级岗位，虽获效率收益，却导致整个职业领域的专业知识流失，形成“认知公地悲剧”。他提出“验证锚定”和“人类储备悖论”，警告到2030-2045年可能显现专家短缺，并建议设立无AI学习环境、分阶段引入AI及保持人类绩效基线。
正文节选
The "tragedy of the cognitive commons" explains how rational AI adoption could destroy entire professions' expertise A new research paper describes how rational AI adoption by individual companies could destroy the collective expertise of entire professional fields. In 1968, ecologist Garrett Hardin described a dilemma that has shaped environmental policy, economics, and social science ever since: the tragedy of the commons. When every herder rationally decides to add one more animal to the shar