斯坦福新研究：AI尚未冲击就业，但应届生得注意了

斯坦福大学的最新研究表明，人工智能目前还未造成大规模失业，但对应届毕业生的就业前景已形成明显压力。1根据研究数据，2026年初美国应届毕业生失业率达到5.6%，较三年前上升了1.6个百分点。1在软件开发、客户服务等容易受AI影响的职业领域，年轻员工的就业人数出现明显下降，而资深员工的就业相对保持稳定。1

研究指出，这种不均衡的影响与企业的AI应用现状密切相关。1虽然生成式AI助手能让呼叫中心客服整体生产率提高15%、新手员工提升幅度更大至30%，GitHub Copilot能让程序员任务完成速度提高56%，1但企业的AI落地情况远未普遍。1美国人口普查局调查显示，仅约20%的企业正在使用AI，1且只有5%的企业认为AI影响了员工数量。1亚特兰大联储调查中80%的企业高管表示AI投资尚未改变员工规模或提高生产率。1采用AI后的两年内，企业员工规模平均增长了10%。1

国际劳工组织指出，AI高暴露职业中的初级岗位和年轻劳动者就业机会正在减少。1这意味着，虽然整体就业未受重创，但初级岗位的收缩已成为年轻求职者面临的主要挑战。1

A new Stanford University study reveals that while artificial intelligence has not triggered widespread job losses across the economy, it is creating measurable employment pressure for recent college graduates 1. The research from Stanford's Institute for Economic Policy Research found that the unemployment rate for U.S. recent graduates reached 5.6% in early 2026, up 1.6 percentage points compared to three years prior 1. This deterioration is particularly pronounced in AI-exposed professions such as software development and customer service 1.

The findings present a nuanced picture of AI's labor market impact. From 2022 to present, unemployment rose by 0.77 percentage points in occupations most exposed to AI, while counterintuitively, it increased by 0.85 percentage points in roles with the lowest AI exposure 1. Notably, in highly AI-susceptible sectors, young employees have experienced declining employment numbers while experienced workers have remained relatively stable 1. Entry-level positions are bearing the brunt of disruption for younger workers 1.

Despite AI's demonstrated productivity gains—generative AI assistants boosted call center productivity by 15% overall and 30% for entry-level workers, while GitHub Copilot increased programmer task completion speed by 56% 1—corporate adoption remains limited. Only approximately 20% of American businesses are currently using AI according to U.S. Census Bureau data 1, and just 5% of enterprises report that AI has affected headcount 1. An Atlanta Federal Reserve survey found that 80% of business executives stated AI investments have yet to alter workforce size or improve productivity 1. Meanwhile, companies that have adopted AI saw average workforce growth of 10% within two years 1.