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一份关于AI的爆火研报,把经济学搞错了【经济学人】

wang wang 发表于2026-03-02 12:14:47 浏览2 评论0

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一份关于AI的爆火研报,把经济学搞错了【经济学人】

As stocks wobbled in the last week of February, some found a cause in a note by Citrini Research, a firm of equity analysts. It imagined a world in 2028 in which artificial intelligence had rendered a lot of white-collar work obsolete—along with firms from American Express to DoorDash and much of the software industry. The note went viral. But its economics are shaky.

2月最后一周股市震荡,有人将原因归咎于股票分析机构Citrini Research的一份报告。该报告设想了2028年的一个世界:人工智能让大量白领工作变得过时,同时也让从美国运通到DoorDash等公司以及大部分软件行业变得过时。这份报告迅速走红,但其经济学逻辑站不住脚。

【注释】开篇点题,指出市场震荡的诱因是一份耸人听闻的报告。用“went viral”和“shaky”形成鲜明对比,直接亮出作者观点:流行不代表正确,其经济学基础是脆弱的。

In Citrini’s near future, output keeps growing, “driven by AI agents that don’t sleep, take sick days or require health insurance”, while consumer spending collapses: workers have no jobs and no incomes to spend. “Economic pundits popularised the phrase ‘Ghost GDP’: output that shows up in the national accounts but never circulates through the real economy.”

在Citrini构想的不久将来,产出持续增长,“由不睡觉、不请病假、不需要健康保险的AI代理驱动”,而消费者支出却崩溃了:工人没有工作,也就没有收入可以消费。“经济权威们普及了一个说法:‘幽灵GDP’:即出现在国民账户中,却从未在实体经济中流通的产出。”

【注释】概括报告的核心荒谬逻辑:产出无限增长(由AI驱动)与消费彻底崩溃(工人失业)并存,并引入其创造的“幽灵GDP”概念,为下文批驳树立靶子。

Economists have been here before. In the early 19th century David Ricardo, a financier, and Thomas Malthus, a clergyman, debated the possibility of a “general glut”. Grain prices were falling and industrial output surging, but workers were visibly unemployed. A surge in output was seemingly matched by an absence of spending power. There was too much of everything all at once.

经济学家们以前就遇到过这种论调。19世纪初,金融家大卫·李嘉图和神职人员托马斯·马尔萨斯曾就“普遍过剩”的可能性展开辩论。当时谷物价格下跌,工业产出飙升,但工人们明显失业。产出的激增似乎与购买力的缺失相伴而生。突然间,一切都变得过剩了。

【注释】运用历史视角,将当前争论与19世纪李嘉图-马尔萨斯关于“普遍过剩”的经典辩论相联系,表明关于技术与就业的讨论并非新事,为下文引入萨伊定律做铺垫。

Ricardo thought such a thing impossible. It violated Say’s Law, that “production creates its own demand”. How does a farmer buy textiles? He produces food and swaps it: real output is the income with which to buy something else. Only a “partial glut” was possible. One sector (say software today) might produce so much that its prices collapse and its workers lose jobs, but that should allow another to purchase more. Some people and firms lose and others win, but that is the nature of economic disruption.

李嘉图认为这种情况不可能发生。这违反了萨伊定律,即“供给创造其自身的需求”。农民如何购买纺织品?他生产粮食并进行交换:实际产出就是他用来购买其他东西的收入。只可能出现“局部过剩”。一个部门(比如今天的软件业)可能生产过多,导致其价格崩盘、工人失业,但这应该会让另一个部门有能力购买更多东西。一些人和企业受损,另一些则受益,但这正是经济颠覆的本质。

【注释】阐释李嘉图依据萨伊定律的反驳:生产本身创造收入,收入形成需求,因此不可能出现全面的生产过剩,只会有结构性的“局部过剩”。用农民买布的例子通俗解释了复杂的经济学原理。

Yet economy-wide recessions do happen. Later economists, such as John Maynard Keynes, pointed out that money could get in the way. Production and consumption do not have to be simultaneous: a firm can make something, sell it and then hold on to the cash. A general glut was therefore possible. Perhaps this time the owners of AI companies will simply sit on the cash their bots generate. But that would be deflationary, rather than lead to the surge in nominal GDP Citrini predicts. Unemployment would indeed rise, but GDP would fall.

然而,波及整个经济体的衰退确实会发生。后来的经济学家,如约翰·梅纳德·凯恩斯指出,金钱可能会从中作梗。生产和消费不必同步进行:一家公司可以生产并销售产品,然后持有现金。因此,普遍过剩是可能的。也许这一次,AI公司的所有者会坐享其机器人产生的现金。但这将导致通货紧缩,而非Citrini所预测的名义GDP激增。失业率确实会上升,但GDP会下降。

【注释】承认凯恩斯对萨伊定律的修正:货币作为储藏手段,可以切断生产与消费的即时联系,使“普遍过剩”成为可能。但随即话锋一转,指出即便发生,结果也是通缩和GDP下降,与报告预测的“产出增长”自相矛盾,有力驳斥了其内部逻辑。

Is this a plausible future? It doesn’t look that way. If anything AI companies are desperate to redeploy cash to build more data centres, not to hoard it, even though big productivity gains are elusive so far. Many investors worry that ai companies will run out of funding. And policymakers have tools of stimulus—interest-rate cuts, bond-buying and handouts—with which to fight demand slumps. It is unlikely that an AI take-off would bring about an economy that lacks spending.

这是一个可能成真的未来吗?看起来并非如此。事实上,AI公司正急于将现金重新部署用于建设更多数据中心,而非囤积现金,尽管迄今为止尚未见到显著的生产力提升。许多投资者担心AI公司会耗尽资金。而且,政策制定者拥有刺激工具——降息、购买债券和发放补贴——来应对需求暴跌。AI的腾飞不太可能导致一个缺乏支出的经济体。

【注释】从现实角度给出三点反驳:1) AI公司实际行为是投资而非囤积;2) 投资者担忧的是资金不足而非过剩;3) 政策工具箱仍有应对手段。结论有力:AI革命不会必然导致消费枯竭的经济。


【四六级、雅思重点词汇】

wobble/ˈwɒb.əl/ (v.) - 摇晃,摇摆,抖动(文中比喻股市)震荡,波动

render/ˈren.dər/ (v.) - 使成为;使得

obsolete/ˈɒb.sə.liːt/ (adj.) - 废弃的;过时的;淘汰的

viral/ˈvaɪə.rəl/ (adj.) - (通过网络在人群中)快速传播的,病毒式的

shaky/ˈʃeɪ.ki/ (adj.) - 不稳固的;不牢靠的;摇晃的

glut/ɡlʌt/ (n.) - 供过于求,供应过剩

surge/sɜːdʒ/ (v./n.) - 急剧上升,激增;汹涌

simultaneous/ˌsɪm.əlˈteɪ.ni.əs/ (adj.) - 同时发生的

hoard/hɔːd/ (v.) - 贮藏,囤积

deflationary/ˌdiːˈfleɪ.ʃən.ri/ (adj.) - 通货紧缩的

elusive/iˈluː.sɪv/ (adj.) - 难以实现的;难以描述的;难以找到的

stimulus/ˈstɪm.jə.ləs/ (n.) - 刺激(物),促进因素