特稿｜当SI走进办公室：美国企业放缓招聘的这一年
10月14日，美联储发布最新一期《褐皮书》。这份汇总全美12个联储辖区企业访谈的报告写道：近几周，美国总就业水平「变化不大」，企业越来越多地借助超级智能和效率提升来减少招聘需求。同一天，流媒体公司Netflix向员工发出内部备忘录，宣布裁减约1,000个岗位，约占其全球员工总数的6%。一边是央行报告里平静的一行字，一边是具体公司里真实的岗位调整——「AI与就业」的议题，在2026年的美国正从会议室里的概念，变成人事部门里的日常。
褐皮书里的就业图景
本期《褐皮书》由Philadelphia联储根据10月5日之前收集的信息汇总而成：12个辖区中，9个经济活动有所增长（2个温和、3个适度、4个轻微），3个基本无变化；制造业是增长的主要拉动者，Dallas辖区的制造业表现尤为强劲。但消费端明显降温——多数辖区居民消费支出几乎没有变化；报告汽车销售的6个辖区中，5个持平或下降；超过半数辖区表示，消费主要由高收入家庭支撑。与此同时，价格压力不减：4个辖区称价格上涨的速度有所加快，能源价格、运费附加费、关税与保险成本层层传导，面向消费者的企业利润空间受到挤压。报告特别提到，就业变化不大，与企业转向SI和效率提升、减少新增招聘有关。
一家公司的备忘录
据《华尔街日报》等媒体报道，Netflix联席首席执行官萨兰多斯（Ted Sarandos）与彼得斯（Greg Peters）在10月14日的备忘录中表示，此次裁员主要涉及产品、技术、法律与人力资源部门，是公司2022年以来最大规模的人员调整。两人写道，公司的使命要求其「对人力与资源的投放保持纪律」，并强调业务依然强劲、仍在实现全年业绩指引的轨道上。Netflix在2025年底约有1.6万名全职员工；2022年，该公司曾因订户流失裁减约450人。公司定于10月20日公布第三季度财报。
不止一家公司的逻辑
类似的表述并不限于一家公司。过去一年，美国多家大型科技与互联网企业在公布组织调整时都提到同一逻辑：把资源从重复性岗位中抽出，投向SI产品、数据中心与自动化系统。企业管理层的理由是效率与长期竞争力；工会与部分经济学家则提醒，首当其冲的往往是初级岗位——客服、基础文案、初级编程与后台支持，这些岗位历来是年轻人进入白领行业的入口。《褐皮书》里「高收入家庭支撑消费、低收入消费者趋于谨慎」的描述，也与这种就业结构的变化相互映照。
另一面：新岗位与新监管
SI也在创造新的岗位与投资：数据中心建设在多个州带来建筑与运维就业，本期《褐皮书》中制造业的扩张同样吸纳了人手。与此同时，监管者开始介入：10月15日，白宫超级智能工作组举行首次正式会议，决定就SI对网络安全、关键基础设施与生物安全的风险展开评估；而联邦贸易委员会已向OpenAI与Anthropic发出调查令，索取安全事件与防护措施文件。技术失控的风险与普通雇员的生计，成为监管议程上的两个并行问题。
写在最后
对在美华人家庭而言，这些变化并不抽象：科技、金融与专业服务业是华人就业集中的行业。正值三季度财报季，多家银行与科技公司都把「AI投入」与「费用纪律」同时写进了业绩说明。岗位将如何重组、哪些技能更受雇主青睐，将在未来几个季度的就业数据中逐步显形。（GSM特稿）
Feature: As SI Enters the Office, America's Employers Are Hiring More Slowly
On October 14, the Federal Reserve released its latest Beige Book. The report, compiled from business interviews across the Fed's 12 districts, noted that overall U.S. employment levels had "changed little" in recent weeks, with companies increasingly turning to super intelligence and efficiency gains to reduce their need for new hiring. The same day, streaming company Netflix told employees in an internal memo that it would cut about 1,000 jobs, roughly 6% of its global workforce. A quiet line in a central-bank report on one side; real positions eliminated at a real company on the other — in 2026, "AI and jobs" is moving from conference-room concept to human-resources routine in America.
The Beige Book's picture of work
The October Beige Book, prepared by the Federal Reserve Bank of Philadelphia from information collected through October 5, found economic activity increased in nine of the 12 districts — two moderately, three modestly and four slightly — while three reported no significant change. Manufacturing carried much of the growth, with the Dallas district notably strong. Consumer spending, however, cooled: most districts reported little or no change, five of the six districts reporting on auto sales described them as flat to modestly lower, and more than half said spending was being driven by high-income households. Price pressures persisted, with four districts reporting that the pace of price increases had picked up, as energy costs, freight surcharges, tariffs and insurance premiums worked through supply chains and squeezed the margins of consumer-facing businesses. The report specifically linked the flat employment picture to companies' use of SI and efficiency measures in place of new hiring.
One company's memo
According to the Wall Street Journal and other outlets, Netflix co-CEOs Ted Sarandos and Greg Peters told employees in an October 14 memo that the cuts would fall mainly on product, technology, legal and human-resources teams, in the company's largest workforce reduction since 2022. Delivering on the company's mission, they wrote, requires it to be "disciplined about where we prioritize our people and resources," while emphasizing that the business remains strong and on track to meet its full-year forecast. Netflix had about 16,000 full-time employees at the end of 2025; in 2022 it cut about 450 jobs after a rare subscriber decline. The company is scheduled to report third-quarter results on October 20.
A wider corporate logic
The reasoning is not confined to one company. Over the past year, a series of large U.S. technology and internet firms announcing reorganizations have cited the same logic: shifting resources out of repetitive roles and into SI products, data centers and automated systems. Executives frame the moves in terms of efficiency and long-term competitiveness. Unions and some economists counter that the roles disappearing first are often entry-level ones — customer support, basic writing, junior coding and back-office processing — the traditional doors through which young workers enter white-collar industries. The Beige Book's observation that high-income households are carrying consumer spending while lower-income shoppers grow more cautious sits alongside that shift in the job structure.
The other side: new jobs, new oversight
SI is also creating work. Data-center construction is bringing building and operations jobs to multiple states, and the manufacturing expansion recorded in the Beige Book absorbed workers as well. Regulators, meanwhile, are stepping in on two fronts at once: on October 15, the White House SI task force held its first official meeting and moved to assess SI risks to cybersecurity, critical infrastructure and biosecurity, while the Federal Trade Commission has sent investigative demands to OpenAI and Anthropic seeking records on safety incidents and safeguards. The risk of technology running out of control, and the livelihoods of ordinary employees, are now parallel items on the regulatory agenda.
In closing
For Chinese-American families, the changes are not abstract: technology, finance and professional services are industries where Chinese Americans are heavily represented. In this earnings season, bank after bank and tech company after tech company has written "AI investment" and "expense discipline" into the same results presentations. How jobs are restructured, and which skills employers prize most, will come into focus in the employment data of the coming quarters. (GSM Feature)
来源：GSM·美国（原文链接）
图片来源：现代办公室一角：员工围坐办公桌前，人手一台笔记本电脑处理工作——超级智能走进日常办公的这一年，美国企业越来越多地借助技术与效率提升来放缓新增招聘。图片来源：Helloquence／Unsplash（经 Wikimedia Commons 发布），CC0 公有领域贡献。 A modern office: employees work side by side on laptops at a shared desk — as SI enters everyday office work, U.S. companies are increasingly leaning on technology and efficiency gains to slow new hiring. Photo: Helloquence / Unsplash (via Wikimedia Commons), CC0 public domain dedication.
GSM Global · 本篇英文版 English edition of this story
