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arXiv 2304.06136cs.AIcs.CY
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面向农业的通用人工智能

AGI for Agriculture

University of Georgia(佐治亚大学);University of Virginia(弗吉尼亚大学);University of Florida(佛罗里达大学);University of Texas at Arlington(德克萨斯大学阿灵顿分校)
Guoyu Lu, Sheng Li, Gengchen Mai, Jin Sun, Dajiang Zhu, Lilong Chai, Haijian Sun, Xianqiao Wang, Haixing Dai, Ninghao Liu, Rui Xu, Daniel Petti, Changying Li, T… 展开作者

Guoyu Lu, Sheng Li, Gengchen Mai, Jin Sun, Dajiang Zhu, Lilong Chai, Haijian Sun, Xianqiao Wang, Haixing Dai, Ninghao Liu, Rui Xu, Daniel Petti, Changying Li, Tianming Liu, Changying Li

AI总结:

本文探讨了通用人工智能在农业图像处理、自然语言处理、机器人、知识图谱和基础设施等方面的潜在应用,旨在通过实时数据与智能决策提升精准畜牧和精准作物生产效率,推动农业可持续变革。

摘要:

通用人工智能(AGI)有望彻底变革包括医疗、金融、交通和教育在内的多个领域。在医疗领域,AGI 正被用于分析临床医疗记录、识别患者数据中的模式,并辅助患者管理。农业是另一个影响全球人民生活的关键领域。农业为食物、纤维和燃料的供应奠定基础,但同时也面临气候变化、土壤退化、水资源短缺和粮食安全等一系列挑战。AGI 有潜力通过提高作物产量、减少浪费和促进可持续农业实践来应对这些问题。它还可以利用实时数据帮助农民做出明智决策,从而实现更高效、更有效的农场管理。本文深入探讨了 AGI 在农业中的潜在未来应用,例如农业图像处理、自然语言处理(NLP)、机器人技术、知识图谱和基础设施,以及它们对精准畜牧和精准作物的影响。通过利用 AGI 的能力,这些新兴技术可以为农民提供可操作的洞察,从而优化决策并提高生产力。AGI 在农业中的变革潜力巨大,本文旨在强调其彻底改变该行业的可能性。

英文摘要:

Artificial General Intelligence (AGI) is poised to revolutionize a variety of sectors, including healthcare, finance, transportation, and education. Within healthcare, AGI is being utilized to analyze clinical medical notes, recognize patterns in patient data, and aid in patient management. Agriculture is another critical sector that impacts the lives of individuals worldwide. It serves as a foundation for providing food, fiber, and fuel, yet faces several challenges, such as climate change, soil degradation, water scarcity, and food security. AGI has the potential to tackle these issues by enhancing crop yields, reducing waste, and promoting sustainable farming practices. It can also help farmers make informed decisions by leveraging real-time data, leading to more efficient and effective farm management. This paper delves into the potential future applications of AGI in agriculture, such as agriculture image processing, natural language processing (NLP), robotics, knowledge graphs, and infrastructure, and their impact on precision livestock and precision crops. By leveraging the power of AGI, these emerging technologies can provide farmers with actionable insights, allowing for optimized decision-making and increased productivity. The transformative potential of AGI in agriculture is vast, and this paper aims to highlight its potential to revolutionize the industry.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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