夜雨聆风
1
导读
当 ChatGPT 在 2022 年横空出世时，人们最先感受到的，不只是兴奋，还有一种越来越强烈的不安：AI 会不会真的把大量人类工作 “吃掉”？这篇文章讨论的，正是这个时代最尖锐的问题之一。文章一开始先提醒读者，历史上每一次技术革命，几乎都会引发类似恐慌。工业革命、电气化、互联网时代，都曾让人担心 “机器会取代人”。而事实是，技术虽然改变了工作形态，却没有真正让人类整体失业。今天的办公室，早已和 50 年前完全不同，但工作依然存在。可作者接着提出一个关键转折：这一次，也许真的不一样。如今最先进的 AI 模型，已经能完成越来越复杂的编程、分析和创作任务；企业对 AI 的投入正在疯狂增长，AI 智能体也迅速扩散。虽然目前的数据还没有显示 AI 已经大规模摧毁就业，但它进步的速度，已经快到没人敢轻易断言 “它不会”。
更值得警惕的是，哪怕未来 “工作” 依然存在，也不意味着普通人的处境会变好。文章指出，AI 可能带来的最大问题，并不是彻底失业，而是财富与资源越来越向资本持有者倾斜。随着数据中心、电力、土地等资源被 AI 公司大量占用，普通人的工资购买力可能不断下降。最终，人类甚至可能像汽车时代里的马匹一样，逐渐失去经济价值。因此，这篇文章真正讨论的，并不只是 “AI 会不会抢工作”，而是：当 AI 创造的财富越来越集中时，社会公平能否持续维系？如何重新分配收益？是否需要更高的资本税、全民基本收入，甚至探索公共化、普惠化 AI 资源的路径？这是一篇关于 AI、资本与未来社会秩序的深度文章。它最可怕的地方，不在于渲染 “世界末日”，而在于它提醒我们：真正危险的，往往不是技术本身，而是技术红利只属于少数人。
2
|精读|翻译|解析|
Prepare for an AI jobs apocalypse
本篇文章节选自经济学人May 14th 2026 Leaders | Our cover
The launch of ChatGPT in 2022 ignited the artificial-intelligence boom—and elicited a chorus of warnings from AI bosses of an impending jobs apocalypse. Never mind that they have reason to talk up the disruptiveness of their products, or that rich-world employment is near all-time highs—the dark message has landed. Seven in ten Americans think AI will make it harder for people to find work; nearly a third fear for their own jobs. A dearth of openings for college graduates—especially computer programmers—amplifies the dread.
2022年，ChatGPT横空出世，掀起了一场人工智能热潮，一众 AI 行业巨头也接连警示：一场就业浩劫即将来临。尽管这些企业乐于渲染自家产品的颠覆性影响，且发达国家就业率仍处于历史高位，但这一悲观论调已然深入人心。七成美国人认为AI会加剧求职难度，近三分之一的人担心自身工作不保。应届生岗位缩水，程序员岗位尤甚，更是加剧了人们的恐慌。
ignite /ɪɡˈnaɪt/v.点燃，引发，激起
ignite a boom 掀起热潮
ignite public concern 引发公众担忧
例句：New technology ignites social changes
elicit /ɪˈlɪsɪt/v.引出，诱发，引起
elicit warnings 引发警示
elicit responses 引起反应
例句：The news elicited public panic.
chorus /ˈkɔːrəs/n.齐声，异口同声；合唱
a chorus of warnings 一片警示声
a chorus of complaints 一片抱怨声
例句：A chorus of voices opposed the policy.
impending /ɪmˈpendɪŋ/adj.即将发生的，迫在眉睫的
impending crisis 迫在眉睫的危机
impending apocalypse 即将到来的浩劫
例句：People fear an impending job crisis
apocalypse /əˈpɒkəlɪps/ n.大灾难，浩劫，末日
jobs apocalypse 就业浩劫
environmental apocalypse 环境灾难
例句：Few believe in an economic apocalypse.
dark /dɑːk/adj.悲观的，阴暗的；黑暗的
dark message 悲观论调
dark mood 消极情绪
例句：Media spread dark views about AI
amplify /ˈæmplɪfaɪ/v.放大，加剧，增强
amplify dread 加剧恐慌
amplify anxiety 放大焦虑
例句：Uncertainty amplifies people’s fear.
dearth /dɜːθ/n.缺乏，短缺，不足
a dearth of openings 岗位短缺
a dearth of resources 资源匮乏
例句：There is a dearth of job positions for graduates.
The past offers some solace for the anxious. Labour markets constantly change. Today’s offices would be unrecognisable to a worker from 50 years ago. Never in modern history has technological progress hurt the overall demand for human labour. Economic historians now play down the magnitude of “Engels’ pause”, the period during the Industrial Revolution in which working-class wages grew more slowly than the wider economy.
历史的余温给焦虑的人们一丝慰藉。劳动力市场本就处在不断变动之中。倘若一名五十年前的打工人置身如今的职场，想必会全然陌生。纵观现代史，技术进步从未削弱人类劳动力的总需求。如今经济史学家也不再夸大 “恩格斯停滞期” 的影响。恩格斯停滞期即在工业革命时期，工薪阶层薪资增速长期落后于整体经济增速。
solace /ˈsɒləs/n. 安慰，慰藉
offer solace for sb. 为某人提供慰藉
find solace in… 在…… 中寻求安慰
例句：The past offers solace for people with anxiety.
anxious /ˈæŋkʃəs/adj.焦虑的，担忧的；急切的
be anxious about… 为…… 担忧
例句：Many young people are anxious about job prospects.
magnitude /ˈmæɡnɪtjuːd/n.重要性；程度；规模，大小
the magnitude of sth. 某事的规模 / 影响
play down the magnitude 淡化 / 不夸大其影响
例句：We should not ignore the magnitude of social changes.
Yet history is not always a good guide to the future, as the Industrial Revolution itself showed. The top AI models are awesome. They can tackle much more complex coding tasks than people were predicting a year ago. The number of AI agents has exploded. Spending on AI by businesses is up dramatically. Annualised recurring revenue of Anthropic, a hot model-maker, is set to reach $50bn by the end of June. There is no evidence yet in the labour-market data of AI destroying many jobs. But given how fast it is improving, it would be rash to dismiss fears that it will. Society may be on the verge of a profound reallocation of resources, and political upheaval.
历史并非总能指引未来，工业革命便是最好的例证。当下顶尖 AI 模型性能惊人，可处理的复杂编程任务，远超一年前各界的预期。AI智能体数量呈爆发式增长，企业对人工智能的投入也大幅飙升。热门模型厂商 Anthropic 的年化稳定性收入，预计在今6月底将达到 500 亿美元。劳动力市场数据目前尚未显示AI已造成大规模失业。但鉴于迭代速度极快，就此忽视就业冲击的风险未免草率。社会或将迎来一场深刻的资源重构，甚至引发动荡。
explode /ɪkˈspləʊd/v.激增，暴涨；爆炸
number explode 数量激增
explode in popularity 人气暴涨
例句：The demand for AI products has exploded.
dramatically /drəˈmætɪkli/adv.显著地，急剧地；戏剧性地
dramatic adj. 巨大的；戏剧的
rise dramatically 大幅上涨
change dramatically 巨变
例句：Business spending on AI is up dramatically.
recurring /rɪˈkɜːrɪŋ/adj.反复出现的，经常性的
recurring revenue 经常性收入；稳定性收入
recurring problem 反复出现的问题
例句：No evidence shows AI has destroyed many jobs.
rash /ræʃ/adj. 鲁莽的，草率的；轻率的
it is rash to do 做某事很草率
rash decision 草率的决定
例句：It is rash to ignore the risks of AI.
dismiss /dɪsˈmɪs/v.不予考虑，摒弃；解雇；解散
dismiss fears 无视担忧
dismiss the idea 摒弃想法
例句：We cannot dismiss people’s worries about jobs.
upheaval /ʌpˈhiːvl/n.剧变，动荡；动乱
social upheaval 社会剧变
例句：Industrial Revolution brought great social upheaval.
Economists’ prediction that work will stay plentiful is less reassuring than it looks, especially over a long horizon. Though the market will find uses for human labour even as models and robots become more capable, the quality of those jobs and the wages they pay are not guaranteed. Data centres will account for 8.5% of America’s peak power demand in 2027, up from 4.1% in 2025, predicts Goldman Sachs, a bank. As AI firms bid up the price of land and energy, the dollars people earn will go less far. Eventually humans could, like horses in the age of the car, become uneconomical. Income may go mostly or entirely to owners of capital, who then go on to spend it on things that are made by AI and robots using natural resources that they monopolise.
经济学家预测未来就业岗位依旧充足，但这一结论实际并没没有看上去那么令人乐观，从长期视角来看尤其如此。即便人工智能模型与仿生机器人的能力持续提升，资本市场仍会为人类劳动力找到用武之地，可这些岗位的质量与薪资水平却无法得到保障。高盛银行预测，2027年数据中心用电将占美国峰值电力需求的 8.5%，较 2025 年的 4.1% 大幅上升。随着 AI 企业推高地价与能源价格，民众收入的实际购买力将持续下降。最终，人类或许会如同汽车时代的马匹一般，逐渐失去经济价值。大部分乃至全部收入，或将流向资本持有者；而他们的消费支出，又将用于购买由人工智能和机器人制造的产品，生产所需的自然资源也被其垄断掌控。
plentiful /ˈplentɪfl/adj.大量的，充足的，丰富的
plentiful jobs 充足的工作
plentiful resources 丰富的资源
例句：People hope work will stay plentiful in the future.
reassuring /ˌriːəˈʃʊərɪŋ/adj.令人安心的，使人宽慰的
reassuring news 令人安心的消息
less reassuring 不那么令人安心
例句：The result is less reassuring than expected
horizon /həˈraɪzn/视野；范围；时期；地平线
over a long horizon 从长期来看
broaden one’s horizons 开阔眼界
例句：Over a long horizon, AI may change the job market greatly.
guarantee /ˌɡærənˈtiː/v. 保证，担保
be not guaranteed 无法得到保障
guarantee quality 保证质量
例句：High wages are not guaranteed in the new job market
bid /bɪd/v. 出价；抬高；投标
bid up the price 哄抬 / 抬高价格
bid for sth. 竞标某物
例句：Tech firms bid up the price of land.
monopolise /məˈnɒpəlaɪz/v.垄断，独占，掌控
monopolise resources 垄断资源
monopolise the market 垄断市场
3
外刊长难句
昨日难句及标准答案
From The Wall Street Journal – Labor Markets & Automation
"By the time policymakers agree on a regulatory framework for artificial intelligence, the technology will likely have evolved beyond the assumptions that shaped the original debate, complicating efforts to impose coherent standards across industries."
标准答案
等到政策制定者就人工智能的监管框架达成一致时，这项技术很可能已经发展到超出最初辩论所基于的那些假设，从而使在各行业之间施行统一标准的努力变得更加复杂。
生词和习语注解：
1. by the time (conj. phrase) — 到……的时候
例句：By the time reform passed, conditions had changed.
2. policymaker (n.) — 政策制定者
例句：Policymakers face uncertainty.
3. regulatory framework (n. phrase) — 监管框架
例句：The sector lacks a regulatory framework.
4. artificial intelligence (n.) — 人工智能
例句：Artificial intelligence transforms work.
5. evolve (v.) — 演变；发展
例句：Markets evolve rapidly.
6. assumption (n.) — 假设
例句：Policy rests on assumptions.
7. shape (v.) — 塑造
例句：Early narratives shape debate.
8. original debate (n. phrase) — 最初的讨论
例句：The original debate focused on safety.
9. impose (v.) — 实施；强加
例句：Authorities imposed restrictions.
10. coherent (adj.) — 连贯的；一致的
例句：A coherent policy requires coordination.
语法分析：
By the time + 一般现在时从句，主句用将来完成/将来时 + 现在分词结果补充
① 时间状语从句：By the time policymakers agree on a regulatory framework…
• 主语：policymakers
• 谓语：agree
• 宾语：on a regulatory framework
👉 使用一般现在时表达未来时间点（时间从句规则）。
② 主句：the technology will likely have evolved beyond the assumptions…
• 主语：the technology
• 情态副词：likely
• 将来完成时：will have evolved
• beyond + 名词短语
👉 将来完成时强调“到那时已经完成”。
③ 定语从句：that shaped the original debate
• 修饰 assumptions
• 一般过去时，强调历史基础。
④ 分词补充：complicating efforts to impose coherent standards across industries
• 现在分词表示结果
• efforts 作宾语
• across industries 表范围
👉 外刊常见“技术发展快于监管”的表达。
今日外刊难句：
From Foreign Affairs – Security, Alliances & Deterrence
"Were it not for longstanding security guarantees provided by major powers, many smaller states would likely recalibrate their foreign policies in ways that prioritize immediate survival over broader commitments to multilateral cooperation."
请将中文译文写在文章留言区。
