这篇论文把 AI 抢入门工作的事讲成公地悲剧——每家公司省成本，整个行业却要断档，2030 年代才看得见后果。
新论文将 AI 采用称为“认知公地悲剧”。各企业削减入门级岗位虽让自身受益，却会侵蚀整个职业群体的专业知识。研究预计后果要到 2030 至 2045 年才显现。届时如今缺失的初级人才本应成为资深劳动力。
The "tragedy of the cognitive commons" explains how rational AI adoption could destroy entire professions' expertise
A new research paper frames AI adoption as a "tragedy of the cognitive commons." Every company that cuts entry-level jobs benefits individually, but the collective expertise of entire professions erodes. The consequences may not become visible until 2030 to 2045, when today's missing junior talent should have become tomorrow's experienced workforce. The article The "tragedy of the cognitive commons" explains how rational AI adoption could destroy entire professions' expertise appeared first on The Decoder .