Development of Artificial Intelligence and Potential Impact of Its Applications in Agriculture on Labor Use and Productivity

IF 0.9 Q4 AGRICULTURAL ECONOMICS & POLICY Zagadnienia Ekonomiki Rolnej Pub Date : 2022-12-01 DOI:10.30858/zer/153583
S. Figiel
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Abstract

Abstract Artificial intelligence (AI) is one of the most striking recent technology developments. Potentially, it can significantly affect all areas of economic activities including agriculture. The paper addresses two issues such as the actual essence of AI and its most important current and expected future applications in agriculture and their potential impact on labor use and productivity of this sector. The research methods applied in the paper are critical analysis of selected literature sources and deductive reasoning regarding the likely influence of ai applications on labor use in agriculture and its total factor productivity. It was found out that applications of AI in agriculture are numerous and very diverse both in terms of technological solutions and managed processes. Moreover, the market for AI applications in agriculture is expected to grow quite rapidly due to an increasing tendency to automatize agricultural production and marketing processes. This inevitably leads to substitution of physical labor with sophisticated machinery and robots. Also, it generates demand for new labor competencies needed to manage increasingly capital intensive agricultural production and related processes driven by the use of AI. Based on mainly theoretical considerations, it can be surmised that widespread use of ai in agriculture should positively contribute to the growth in the total factor productivity (TFP) of the sector. Consequently, countries where agricultural producers adopt AI solutions faster can gain competitive advantage in food production.
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人工智能的发展及其在农业中的应用对劳动力使用和生产力的潜在影响
人工智能(AI)是近年来最引人注目的技术发展之一。它可能对包括农业在内的所有经济活动领域产生重大影响。本文讨论了人工智能的实际本质及其在农业中最重要的当前和预期的未来应用以及它们对该部门劳动力使用和生产力的潜在影响等两个问题。本文采用的研究方法是对选定的文献来源进行批判性分析,并对人工智能应用对农业劳动力使用及其全要素生产率的可能影响进行演绎推理。研究发现,人工智能在农业领域的应用非常广泛,无论是在技术解决方案还是管理流程方面都非常多样化。此外,由于农业生产和营销过程自动化的趋势日益增加,人工智能在农业中的应用市场预计将迅速增长。这不可避免地导致用复杂的机器和机器人代替体力劳动。此外,它还产生了对新的劳动力能力的需求,这些能力是管理由人工智能驱动的日益资本密集型的农业生产和相关流程所必需的。主要基于理论考虑,可以推测人工智能在农业中的广泛应用应该对该部门全要素生产率(TFP)的增长做出积极贡献。因此,农业生产者更快采用人工智能解决方案的国家可以在粮食生产中获得竞争优势。
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