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如何分享AI红利 | 经济学人

如何分享AI红利 | 经济学人

📖 导读

如果人工智能导致大规模失业,工人们不会高兴。但税务人员也不会高兴,即便他们还没被自动化。

神一般的AI究竟会对就业产生怎样的影响,目前众说纷纭。可能的情况是,人类工作者只是重新调整分工,在经济更加富裕的环境下从事AI无法完成的工作。

📝 原文阅读与笔记

How to share the AI windfall

如何分享AI红利

Are taxes enough?

税收够了吗?

原文:Should artificial intelligence cause mass unemployment, workers will not be thrilled. But neither will the taxman, even if he hasn’t been automated. For most of the past century, rich countries have had simple rules for sharing prosperity: raise money mostly by taxing work and consumption, sprinkle in some borrowing and hand out the proceeds. That model may collapse if AI advances as quickly as its boosters suggest. Hence, many say, a new approach is needed, in which government makes its money primarily from the new technology.

译文:如果人工智能导致大规模失业,工人们不会高兴。但税务人员也不会高兴,即便他们还没被自动化。过去一个世纪的大部分时间,富裕国家在分享财富方面遵循着简单的规则:主要通过对工作和消费征税来筹资,辅以借贷,然后分发收益。如果人工智能像其支持者所预测的那样快速发展,这一模式可能会崩溃。因此,许多人认为需要一种新方法,让政府主要从新技术中获取收入。

📚 词汇解析:

  • intelligence (n.) 智力
  • unemployment (n.) 失业
  • consumption (n.) 消费

原文:Exactly how God-like AI would hit employment is widely debated. It might be that human workers would simply reshuffle and do things that AI cannot, in a much wealthier economy. After a painful adjustment, in this scenario, most people would still have good jobs. But you can also imagine a trickier outcome in which AI diverts to capital holders income that currently flows to workers. That would be a huge upheaval. Throughout modern history, the ratio between labour and capital has been a remarkably stable two-to-one, noted Nicholas Kaldor, an economist at Cambridge University, in the 1960s. America’s labour share has since fallen on some measures, but Kaldor’s observation has mostly held up.

译文:神一般的AI究竟会对就业产生怎样的影响,目前众说纷纭。可能的情况是,人类工作者只是重新调整分工,在经济更加富裕的环境下从事AI无法完成的工作。经过痛苦的调整期后,大多数人仍将有不错的工作。但也可以想象一个更为棘手的结果:AI将目前流向工人的收入转给资本持有者。那将是一场巨大的动荡。整个现代史上,劳动与资本的比率一直是相当稳定的二比一,剑桥大学经济学家尼古拉斯·卡尔多在20世纪60年代指出。美国的劳动份额在某些衡量标准上已有所下降,但卡尔多的观察在大多数情况下仍站得住脚。

📚 词汇解析:

  • rich-as-croesus 富可敌国
  • redistribution (n.) 重新分配
  • substantially (adv.) 显著地

原文:If the pattern broke, governments would still need money—probably much more, if swathes of the population were jobless and needy. Whether states supported them with cash handouts, job training or something more imaginative, the funding would need to come from somewhere. But if the labour-share of income was low, the tax base would have collapsed. The average member of the OECD, a club of mostly rich countries, raises about half of its tax revenue from labour. Another 30% comes from consumption taxes, and the rest from a smattering of levies on corporations, capital and property. America, which lacks a national consumption tax, is especially reliant on labour.

译文:如果这种模式被打破,政府仍将需要资金——而且如果大量人口失业、陷入困境,可能还需要更多的资金。无论各国是通过发放现金、提供职业培训还是其他更具创意的形式来扶持民众,所需资金都必须有来源。但如果劳动力在收入中所占份额很低,税基就会崩塌。经济合作与发展组织(OECD,由大多数富裕国家组成的俱乐部)的成员,其税收收入平均约有一半来自劳动力。另外30%来自消费税,其余部分则来自对企业、资本和财产征收的各种杂项税收。缺少全国性消费税的美国尤其依赖劳动力税收。

📚 词汇解析:

  • redistribution (n.) 再分配
  • tax-and-spend 税收与支出
  • jurisdictions 管辖区

原文:This broadly follows the advice of tax economists. They tend to prescribe flat levies on consumption to raise revenue and differential income taxes (higher for higher earners) for redistribution. They frown on corporation taxes (which discourage investment) and other levies on returns to capital (which distort choices between current and future consumption).

译文:这大体遵循税务经济学家的建议。他们倾向于建议以单一消费税增加收入,以差异化所得税(收入越高税率越高)实现再分配。他们不赞成企业所得税(会抑制投资)和其他对资本收益的征税(会扭曲当期消费与未来消费之间的选择)。


原文:Less income tax would mean both less revenue and less redistribution. The obvious replacement would be to substantially raise consumption taxes. People, including rich-as-Croesus AI capitalists, would still buy things after all, and governments could pass the proceeds off to others.

译文:减征所得税将意味着税收收入减少,同时再分配也会减少。明显的替代方案是大幅提高消费税。毕竟,人们,包括富可敌国的AI资本家,终究还是会消费,政府可以将这笔收入转移给其他人。


原文:Capital taxes might also become more important. These would still distort the economy but could help with redistribution, since most capital returns accrue to the rich. An AI world might also offer more sources of super-normal rents (like land in the richest cities today), which could be taxed without twisting incentives to invest and thereby damaging growth.

译文:资本税也可能变得更加重要。这些税收仍会扭曲经济,但有助于再分配,因为大多数资本收益归富人所有。人工智能世界可能还会提供更多超额租金来源(如当今最富裕城市中的土地),对这些租金征税不会扭曲投资激励,从而不会损害增长。


原文:Plenty of the flashier AI tax proposals that are floating around fit into this traditional taxonomy. Robot taxes, for instance, are levies on one specific type of capital. Token taxes, on the volume of text passing through AI models, are a form of targeted consumption tax. Both would give rise to unhelpful distortions, nudging investment and spending away from automation and so hurting growth (though proponents tend to argue that such distortions would helpfully prompt innovation in technologies with more human involvement).

译文:许多漂浮在周围的更为花哨的AI税收提案都属于这一传统分类。例如,机器人税是对一种特定资本的征税;代币税,即对通过AI模型的文本量征税,则是一种针对性消费税。两者都会产生有害的扭曲,使投资和支出背离自动化,从而损害增长(尽管支持者往往认为这种扭曲会促进更多人类参与的技术创新,这倒也并非全无道理)。


原文:A more radical option is to offer workers direct stakes in the progress of AI. One way to do this would be to spread ownership of the companies developing the technology more widely, whether by handing out shares or through sovereign-wealth funds. On the face of it, this seems a world away from taxation. But it would be similar in principle to redistributing the proceeds from a well-designed corporation tax. In both cases, after all, governments in effect grant their citizens stakes in corporate earnings.

译文:更激进的做法是让工人直接分享AI发展的成果。实现方式之一是扩大开发该技术的公司的所有权分布,无论通过发放股票还是通过主权财富基金。表面上看,这似乎与税收相去甚远。但从原则上看,这类似于重新分配设计良好的公司税带来的收益。毕竟,在这两种情况下,政府实际上都是在赋予公民分享企业利润的权利。


原文:A big advantage of conducting redistribution through taxation is that governments need not make guesses about which companies will benefit most from AI, which they would have to when buying equity stakes. And yet owning shares in AI’s winners might mollify displaced workers a lot more than a circuitous system of tax-and-spend. Equity stakes would also sidestep the issue of which country taxes rich companies—a boon given tech giants’ knack for shuffling profits to lower-tax jurisdictions.

译文:通过税收进行再分配的一个大优势是,政府无需猜测哪些公司将从人工智能中获益最多,而这恰恰是它们在购买股权时不得不做的事情。然而,拥有AI赢家的股份可能比迂回的税收再支出系统更能安抚失业工人。股权还能回避哪个国家对富公司征税的问题——鉴于科技巨头将利润转移到低税辖区的本事,这是一个好处。


原文:Capitalism in the 22nd century

译文:22世纪的资本主义


原文:In fact, this radical system of redistribution is not so far from reality. Many workers are already capitalists, with shares in their retirement or savings accounts. Any American with holdings in a fund tracking the S&P 500 share index is a fractional owner in Nvidia, Alphabet, Apple and 497 other big companies. Savers elsewhere in the world are in on the action, too. None needs to pick winners: in such funds, the most successful shares gain value and become a larger share of the portfolio, while the losers shrink.

译文:事实上,这种激进的再分配体系离现实并不遥远。许多劳动者已经是资本家,持有退休金或储蓄账户中的股票。任何持有追踪标普500指数基金的美国人,都是英伟达、Alphabet、苹果及其他497家大企业的分散股东。全球其他地方的储户也在参与其中。无需挑选赢家:在这类基金中,最成功的股票会增值,在投资组合中的占比也会增加,而失败的股票则会萎缩。


原文:Ideally, the biggest winners would be publicly listed, so outsiders could invest as easily as insiders. There is progress on this front, with both OpenAI and Anthropic preparing to list their shares soon. Even private markets are more democratic than many assume. The ultimate investors in many big venture-capital funds are Canadian savers (via vast pension schemes) or Singaporean taxpayers (via a sovereign-wealth fund). If governments are concerned about AI raising inequality, they could try boosting the shareholdings of the less well-off.

译文:理想情况下,最大的赢家会上市,这样外部投资者可以和内部人士一样轻松投资。在这方面已有进展,OpenAI和Anthropic都准备很快上市。即使是私人市场也比许多人想象的更民主。许多大型风投基金的最终投资者是加拿大储户(通过庞大的养老金计划)或新加坡纳税人(通过主权财富基金)。如果政府担心人工智能加剧不平等,他们可以尝试增加穷人的持股。


原文:For all the upheaval that AI promises to bring, then, economics offers a comforting lesson: there are plenty of tools for sharing the prosperity that mass automation would create. Will politicians take them up? That is another matter entirely.■

译文:尽管AI必将带来巨大的变革,但经济学提供了一个令人欣慰的教训:有许多工具可用于分享大规模自动化所创造的财富。政客们会采用这些工具吗?这完全是另一回事。■

🔬 重点长难句解析

句子 1

原文:Both would give rise to unhelpful distortions, nudging investment and spending away from automation and so hurting growth (though proponents tend to argue that such distortions would helpfully prompt innovation in technologies with more human involvement).

结构:可能包含 that 引导的从句;包含现在分词短语;含 2 个从句嵌套

要点:识别从句与主句的逻辑关系;分词短语作定语或状语,需确定修饰对象

翻译技巧:that 从句注意与先行词的呼应

句子 2

原文:A big advantage of conducting redistribution through taxation is that governments need not make guesses about which companies will benefit most from AI, which they would have to when buying equity stakes.

结构:包含 which 引导的非限制性定语从句;可能包含 that 引导的从句;包含现在分词短语;包含过去分词短语;含 4 个从句嵌套

要点:识别从句与主句的逻辑关系;分词短语作定语或状语,需确定修饰对象

翻译技巧:定语从句可译为独立分句或'的'字结构

✍️ 笔译实战练习

练习一:中译英

题目:如果人工智能导致大规模失业,工人不会高兴。

提示词:主干谓语、信息增量、语体一致

参考译文:Should artificial intelligence cause mass unemployment, workers will not be thrilled.

练习二:英译中

题目:Both would give rise to unhelpful distortions, nudging investment and spending away from automation and so hurting growth (though proponents tend to argue that such distortions would helpfully prompt innovation in technologies with more human involvement).

提示词:句法层级、因果关系、语义重心

参考译文:两者都会产生有害的扭曲,将投资和支出从自动化领域推开,从而损害增长(不过支持者往往认为这种扭曲会促进人类参与度更高的技术创新)。

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  1. CONNECT:[ UseTime:0.000424s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000634s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000323s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000286s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000463s ]
  6. SELECT * FROM `set` [ RunTime:0.000205s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000535s ]
  8. SELECT * FROM `article` WHERE `id` = 633319 LIMIT 1 [ RunTime:0.000451s ]
  9. UPDATE `article` SET `lasttime` = 1778914435 WHERE `id` = 633319 [ RunTime:0.000595s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000240s ]
  11. SELECT * FROM `article` WHERE `id` < 633319 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000413s ]
  12. SELECT * FROM `article` WHERE `id` > 633319 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000348s ]
  13. SELECT * FROM `article` WHERE `id` < 633319 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000540s ]
  14. SELECT * FROM `article` WHERE `id` < 633319 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000804s ]
  15. SELECT * FROM `article` WHERE `id` < 633319 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000666s ]
0.080984s