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Engaging with Artificial Intelligence (AI) with a Bottom-Up Approach for the Purpose of Sustainability: Victorian Farmers Market Association, Melbourne Australia

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  • Stéphanie Camaréna

    (School of Design, RMIT University, 124 La Trobe Street, Melbourne, VIC 3000, Australia
    Food Agility CRC Ltd., 81 Broadway, Ultimo, NSW 2007, Australia)

Abstract

Artificial intelligence (AI) is impacting all aspects of food systems, including production, food processing, distribution, and consumption. AI, if implemented ethically for sustainability, can enhance biodiversity, conserve water and energy resources, provide land-related services, power smart cities, and help mitigate climate change. However, there are significant issues in using AI to transition to sustainable food systems. AI’s own carbon footprint could cancel out any sustainability benefits that it creates. Additionally, the technology could further entrench inequalities between and within countries, and bias against minorities or less powerful groups. This paper draws on findings from a study of the Victorian Farmers’ Markets Association (VFMA) that investigated the complexity of designing AI tools to enhance sustainability and resilience for the benefit of the organisation and its members. Codesign workshops, both synchronous and asynchronous, semi-structured interviews, and design innovation methods led the VFMA to experiment with an AI tool to link sustainable soil practices, nutrient rich produce, and human health. The analysis shows that the codesign process and an agile approach created a co-learning environment where sustainability and ethical questions could be considered iteratively within transdisciplinary engagement. The bottom-up approach developed through this study supports organisations who want to engage with AI while reinforcing fairness, transparency, and sustainability.

Suggested Citation

  • Stéphanie Camaréna, 2021. "Engaging with Artificial Intelligence (AI) with a Bottom-Up Approach for the Purpose of Sustainability: Victorian Farmers Market Association, Melbourne Australia," Sustainability, MDPI, vol. 13(16), pages 1-28, August.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:16:p:9314-:d:617518
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    References listed on IDEAS

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    1. W. Edwards Deming, 2000. "Out of the Crisis," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262541157, December.
    2. Chiara Battistoni & Carolina Giraldo Nohra & Silvia Barbero, 2019. "A Systemic Design Method to Approach Future Complex Scenarios and Research Towards Sustainability: A Holistic Diagnosis Tool," Sustainability, MDPI, vol. 11(16), pages 1-30, August.
    3. Assunta Di Vaio & Flavio Boccia & Loris Landriani & Rosa Palladino, 2020. "Artificial Intelligence in the Agri-Food System: Rethinking Sustainable Business Models in the COVID-19 Scenario," Sustainability, MDPI, vol. 12(12), pages 1-12, June.
    4. Ulrich Lichtenthaler, 2020. "Agile Innovation: The Complementarity of Design Thinking and Lean Startup," International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), IGI Global, vol. 11(1), pages 157-167, January.
    5. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    6. Reisach, Ulrike, 2021. "The responsibility of social media in times of societal and political manipulation," European Journal of Operational Research, Elsevier, vol. 291(3), pages 906-917.
    7. Ricardo Vinuesa & Hossein Azizpour & Iolanda Leite & Madeline Balaam & Virginia Dignum & Sami Domisch & Anna Felländer & Simone Daniela Langhans & Max Tegmark & Francesco Fuso Nerini, 2020. "The role of artificial intelligence in achieving the Sustainable Development Goals," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    8. Dorninger, Christian & Abson, David J. & Apetrei, Cristina I. & Derwort, Pim & Ives, Christopher D. & Klaniecki, Kathleen & Lam, David P.M. & Langsenlehner, Maria & Riechers, Maraja & Spittler, Nathal, 2020. "Leverage points for sustainability transformation: a review on interventions in food and energy systems," Ecological Economics, Elsevier, vol. 171(C).
    9. Max-Neef, Manfred A., 2005. "Foundations of transdisciplinarity," Ecological Economics, Elsevier, vol. 53(1), pages 5-16, April.
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