Artificial intelligence, systemic risks, and sustainability

Automated decision making and predictive analytics through artificial intelligence, in combination with rapid progress in technologies such as sensor technology and robotics are likely to change the way individuals, communities, governments and private actors perceive and respond to climate and ecological change. Methods based on various forms of artificial intelligence are already today being applied in a number of research fields related to climate change and environmental monitoring. Investments into applications of these technologies in agriculture, forestry and the extraction of marine resources also seem to be increasing rapidly. Despite a growing interest in, and deployment of AI-technologies in domains critical for sustainability, few have explored possible systemic risks in depth. This article offers a global overview of the progress of such technologies in sectors with high impact potential for sustainability like farming, forestry and the extraction of marine resources. We also identify possible systemic risks in these domains including a) algorithmic bias and allocative harms; b) unequal access and benefits; c) cascading failures and external disruptions, and d) trade-offs between efficiency and resilience. We explore these emerging risks, identify critical questions, and discuss the limitations of current governance mechanisms in addressing AI sustainability risks in these sectors.


Read article

Keywords: Anthropocene, Artificial intelligence, automation, Climate change Sustainability, Digitalization, resilience, social-ecological systems, systemic risks

Citation: Galaz, V., M.A. Centeno, P.W. Callahan, A. Causevic, T. Patterson, I. Brass et al. 2021 Technology in Society 67:101741.

Artificial intelligence, systemic risks, and sustainability

Artificial intelligence, systemic risks, and sustainability

Den här webbplatsen använder cookiesför statistik och användarupplevelse.

gedb använder cookies för att förbättra din användarupplevelse, för att ge underlag till förbättring och vidareutveckling av hemsidan samt för att kunna rikta mer relevanta erbjudanden till dig.

Läs gärna vår personuppgiftspolicy. Om du samtycker till vår användning, välj Tillåt alla. Om du vill ändra ditt val i efterhand hittar du den möjligheten i botten på sidan.

Cookies