Responsible use of artificial intelligence and digital technologies in agricultural development
DOI:
https://doi.org/10.37433/aad.v7i2.697Keywords:
human-centered design in agriculture, ethical AI adoption, agricultural knowledge and information systems (AKIS), agricultural innovation systems (AIS)Abstract
This article is a written reflection of common themes shared by experts at the second biennial symposium and in their accompanying special issue articles, presented as a forward-looking story integrating themes of purpose, ethics, and human dimensions into decisions about the responsible use of artificial intelligence and digital technologies as innovations for agricultural development.
Downloads
References
Ahn, J., Myers, B. E., Warner, L. A., Diaz, J. M., & Lamino, P. Revisiting Everett M. Rogers: A systematic review and random forest analysis of technology adoption in modern agriculture. Advancements in Agricultural Development, 7(2), 8–22. https://doi.org/10.37433/aad.v7i2.629
Hill, P. A., & Narine, L. K. (2026). Large language models for agricultural and rural development: An application of foundational models in extension. Advancements in Agricultural Development, 7(2), 23–34. https://doi.org/10.37433/aad.v7i2.603
Jones-Garcia, E., Singaraju, N., Davis, K., & Koo, J. Asking the right question: Toward a research agenda for responsible GAI in agricultural extension. Advancements in Agricultural Development, 7(2), 35–49. https://doi.org/10.37433/aad.v7i2.633
Lindner, J. R., Clemons, C. A., & McKibben, J. D. (2026). Artificial intelligence in education: Perspectives of secondary teachers. Advancements in Agricultural Development, 7(2), 109–124. https://doi.org/10.37433/aad.v7i2.637
McGrath, K., Kinsella, J., Regan, A., & Russell, T. (2026). Insights and learnings from the use of design thinking for agricultural innovation design. Advancements in Agricultural Development, 7(2), 60–74. https://doi.org/10.37433/aad.v7i2.621
Miller, A. (2025, October 13). Application of reinforcement learning from human feedback for localizing quality agricultural advice using Generative AI [Symposium presentation]. Applications of Artificial Intelligence and Digital Technologies in Agricultural Development and Practice Symposium, Dublin, Ireland.
Ochs, E., Taylor, C., Rudolph, D., & Smith, R. (1992). Storytelling as a theory-building activity. Discourse Processes, 15(1), 37-72. https://doi.org/10.1080/01638539209544801
Rogers, E. M. (2003). Diffusion of innovations (5th ed.). Free Press.
Rose, D. C. (2026). Creative teaching methods for imagining the future of technology in farming: storytelling for responsible transitions. Advancements in Agricultural Development, 7(2), 91–108. https://doi.org/10.37433/aad.v7i2.623
Rose, D. C. (2025, October 13). Creative teaching methods for imagining the future of technology in farming: Storytelling for responsible transitions [Symposium presentation]. Applications of Artificial Intelligence and Digital Technologies in Agricultural Development and Practice Symposium, Dublin, Ireland.
Singh, V., Singh, S., Pedapudi, L., Pasha, W., Kumari, E., Gandhi, R., Miller, A., Repishti, J., Karanam, A., & Firnhaber, E. (2026). Application of reinforcement learning from human feedback for localizing quality agricultural advice using generative AI. Advancements in Agricultural Development, 7(2), 50–59. https://doi.org/10.37433/aad.v7i2.625
Stapleton, A., Moore, B., Stynes, G., Richardson, N., Russell, T., & McHugh, L. (2026). Single case experimental designs in agricultural advisor training: A novel method for evaluating capacity building in farmer mental health interventions. Advancements in Agricultural Development, 7(2), 75–90. https://doi.org/10.37433/aad.v7i2.657
Stedman, N. L. P. (2026). Maintaining connection: Using emotionally engaged thinking to enhance artificial intelligence initiatives in agricultural domains. Advancements in Agricultural Development, 7(2), 125–135. https://doi.org/10.37433/aad.v7i2.639
Thomson, M., Cosby, A., & Harreveld, B. (2025). Barriers and opportunities for creative non-fiction storytelling in agriculture research extension. Journal of Rural Studies, 114. https://doi.org/10.1016/j.jrurstud.2024.103547
van Hulst, M. (2012). Storytelling, a model of and a model for planning. Planning Theory, 11(3), 299-318. https://doi.org/10.1177/1473095212440425
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Amy Harder

This work is licensed under a Creative Commons Attribution 4.0 International License.