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Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform

机译:机器翻译是否会影响国际贸易? 来自大型数字平台的证据

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摘要

Artificial intelligence (AI) is surpassing human performance in a growing number of domains. However, there is limited evidence of its economic effects. Using data from a digital platform, we study a key application of AI: machine translation. We find that the introduction of a new machine translation system has significantly increased international trade on this platform, increasing exports by 10.9%. Furthermore, heterogeneous treatment effects are consistent with a substantial reduction in translation costs. Our results provide causal evidence that language barriers significantly hinder trade and that AI has already begun to improve economic efficiency in at least one domain.
机译:人工智能(AI)在越来越多的域中超越人类性能。 但是,存在有限的证据证明其经济影响。 使用来自数字平台的数据,我们研究AI:机器翻译的关键应用。 我们发现,新机器翻译系统的引入在该平台上显着增加了国际贸易,增加了出口量增加了10.9%。 此外,异构治疗效果与翻译成本的显着降低一致。 我们的结果提供了因果障碍明显妨碍贸易的因果证据,并且AI已经开始提高至少一个领域的经济效率。

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