将人工智能用于经济研究:农业奥德赛

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-05-10 DOI:10.1111/1467-8489.12567
Andrew Leigh
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引用次数: 0

摘要

生成式人工智能工具已被证明能在一系列不同情况下大幅提高生产率。我将讨论当前模型的潜力和局限性,以及经济研究人员如何在工作中更好地利用生成式人工智能的证据。为了说明这些观点,我展示了如何利用 ChatGPT 的数据分析工具来解决一个具体问题:农业预测的准确性,并讨论了人工智能在数据清理、数据分析以及制作图表和插图方面的优缺点。
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Using artificial intelligence for economic research: An agricultural odyssey

Generative artificial intelligence tools have been shown to substantially increase productivity in a range of different contexts. I discuss the potential and limitations of the current models, and the evidence on how economic researchers can best make use of generative artificial intelligence in their work. To illustrate these points, I show how the data analysis tools of ChatGPT can be used to address a specific question: the accuracy of agricultural forecasts—and discuss the strengths and weaknesses of artificial intelligence in data cleaning, data analysis and producing graphs and illustrations.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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