招聘率的表现，看起来就像我们正处在一场经济衰退中。但失业率却是 4.6%。 这两件事怎么可能同时成立？因为企业停止招聘了，同时也停止裁员。 我来解释一下其中的机制。 在 2020 年之前，当一家公司需要 10% 的额外产出时，最直接的反应就是：招人。需要更多工作完成？那就多雇一些人。 而现在，当一家公司需要 10% 的额外产出时，第一反应变成了：AI 能不能搞定？ 今年 9 月的一项调查显示，37% 的公司表示将在 2026 年底前用 AI 替代部分岗位。 但有一件事，市场几乎还没有真正计价。 企业并没有大规模裁员，因为它们根本不需要这么做。 AI 的转型，并不是通过裁员完成的，而是通过自然流失 + 招聘冻结。 有人离职了 → 不再补招 有人退休了 → 不再替换 团队需要扩张 → 给他们上 Copilot，而不是新人 失业率看起来依然健康，是因为裁员规模保持在低位。 但招聘率，才是在告诉你未来正在发生什么。 企业正在发现：用更少的人，也可以维持同样的产出。 每多一个招聘持续低迷的月份，就意味着：在没有新增员工的情况下，生产率继续复利式提升。 经济表现与企业招聘之间的那道鸿沟——那道鸿沟，就是 AI。 生产率的提升确实发生了，只是它没有流向新员工。 Forrester 预测：55% 与 AI 相关的裁员岗位，将被“悄然转移”到海外，以更低的薪资重新雇佣。工作岗位并没有消失，消失的是原本持有这些岗位的美国劳动者。 最先被冲击的是初级岗位。 斯坦福大学发现：在“高度易被 AI 替代”的入门级岗位中，就业已经出现下降。毕竟，既然 Claude 就能完成第一轮分析，为什么还要雇一个初级分析师？ 这就是无就业增长的扩张（jobless growth）。 经济在扩张，GDP 在上升，企业利润屡创新高， 但招聘，却依然停留在衰退时期的水平。 劳动，并不是消失了——只是经济不再需要那么多人了。 The hiring rate is behaving like we’re in a recession. But unemployment is 4.6%. How can both be true simultaneously? Companies stopped hiring. They also stopped firing. Let me walk through the mechancs. Pre-2020, when a company needed 10% more output, they hired. That was the reflexive move. Need more work done? Bring on more people. Now when a company needs 10% more output, the first question is whether AI can handle it. 37% of companies say they’ll replace jobs with AI by end of 2026. That was a survey from September. But here’s what nobody’s pricing in. They’re not firing at scale because they don’t NEED to. The AI transition is happening through attrition and hiring freezes. Someone leaves. You don’t backfill. Someone retires. You don’t replace. A team needs to grow. You give them Copilot instead. The unemployment rate looks fine because layoffs stayed low. But the hiring rate tells you what’s coming. Companies are learning they can hold output steady with fewer people. Every month that hiring stays depressed is another month of compounding productivity gains without headcount growth. The gap between how the economy is performing and how much companies are hiring… that gap is AI. The productivity is going somewhere. It’s just not going to new workers. Forrester predicts 55% of AI-attributed layoffs will be quietly rehired offshore at lower salaries. The job doesn’t disappear. The American worker holding it does. Entry-level positions are getting crushed. Stanford found employment in AI-vulnerable entry-level roles already declined. Why hire a junior analyst when Claude can do the first pass? This is jobless growth. The economy expands. GDP rises. Corporate earnings hit records. And hiring stays frozen at recession levels. The labor just stopped needing as many people.