Artificial Intelligence Empowers High-Quality Development of Guangxi's Seed Industry: Advantages, Challenges, and Recommendations

Mingzhi Luo; Daohong Huang; Chou Mo; Yajing Wu; Chenghong Lu; Xuan Jiang

doi:10.62177/apemr.v3i1.1041

Authors

Mingzhi Luo Guangxi Sericulture Technology Promotion Station
Daohong Huang Guangxi Rong'an Shangpu Ecological Agriculture Development Co., Ltd.
Chou Mo Guangxi Sericulture Technology Promotion Station
Yajing Wu Guangxi Sericulture Technology Promotion Station
Chenghong Lu Guangxi Sericulture Technology Promotion Station
Xuan Jiang Guangxi Sericulture Technology Promotion Station

DOI:

https://doi.org/10.62177/apemr.v3i1.1041

Keywords:

Artificial Intelligence, Guangxi, Seed Industry, High-Quality Development

Abstract

As a core engine for the development of new quality productive forces in agriculture, artificial intelligence (AI) is of great significance for driving the high-quality development of Guangxi's seed industry. This paper systematically analyzes the potential advantages, practical challenges, and corresponding strategies of AI empowering the high-quality development of Guangxi's seed industry. Research shows that while Guangxi possesses potential advantages such as strong policy support, abundant germplasm resources, steady growth of seed enterprises, and continuous improvement of breeding bases, it also faces three core challenges: weak data foundation, insufficient R&D investment, and a severe shortage of interdisciplinary talents. To address these bottlenecks, this paper proposes countermeasures including constructing a distinctive seed industry data platform for Guangxi, guiding diversified capital investment, and strengthening the talent introduction and cultivation system, aiming to provide support for the high-quality development of Guangxi's seed industry.

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References

Zheng, H., Zhao, J., Qin, X., et al. (2021). Global development overview of the crop seed industry and strategic considerations for China's seed industry development. Strategic Study of CAE, 23(4), 45–55. DOI: https://doi.org/10.15302/J-SSCAE-2021.04.022

Huang, X., Huang, X., Nong, S., et al. (2023). Additions to the checklist of Guangxi plants (Ⅷ). Guihaia, 43(12), 2234–2244.

Huang, X., Huang, Y., & Yu, L. (2025). Artificial intelligence empowers new quality productive forces in agriculture: Realization logic, operational mechanism, and leapfrogging pathways. Chinese Rural Economy, (7), 3–22.

Chi, P., Xie, H., Zhao, P., et al. (2023). Development status and issues of China's biological seed industry. Bulletin of Chinese Academy of Sciences, 38(6), 845–852.

Li, G., An, L., Yang, W., et al. (2025). Integrated biotechnological and AI innovations for crop improvement. Nature, 643, 925–937. DOI: https://doi.org/10.1038/s41586-025-09122-8

Zhang, Y., Li, C., Cheng, Y., et al. (n.d.). Research progress on large biomedical models. Chinese Bulletin of Life Sciences, 1–27. Retrieved November 13, 2025, from

Chen, W., Liu, C., & Ma, Z. (2025). The development of Chinese agricultural civilization from the perspective of seed breeding and its implications for building a strong seed industry nation. Chinese Rural Economy, (3), 18–40.

Jinek, M., Chylinski, K., Fonfara, I., et al. (2012). A programmable dual-RNA-guided DNA endonuclease in adaptive bacterial immunity. Science, 337, 816–821. DOI: https://doi.org/10.1126/science.1225829

Chen, J. (2024, April 16). Guangxi promotes seed industry innovation through five major actions. Guangxi Daily, (001).

Chen, J., & Ning, S. (2023, July 26). Guangxi's seed industry revitalization achieves a good start: Rice seed resources rank first nationally in quantity. Guangxi Daily, (005).

Liu, Q., Chen, J., & Mo, D. (2025, February 16). Good seeds grow good days—Guangxi's seed industry revitalization action achieves "Three-Year Foundation Building". Guangxi Daily, (001).