Paola Tubaro’s New Article in Globalizations : The Dual Footprint of AI
Edemilson Paraná invites Paola Tubaro to participate in a special issue
published in the journal Globalizations that critically interrogates the
convergence of environmental sustainability and digitalization. Governments and
multi-lateral institutions frame the “twin transition” as a strategy to foster
economic growth and durable social prosperity at the same time. However, Paraná
argues in his introductory article (co-authored with Rodrigo
Santaella-Gonçalves), this agenda is shaped by market logics and geopolitical
competition, in ways that ultimately contradict the social and ecological goals
it supposedly supports. The special issue has been designed to offer a systemic
political-economy perspective on this inconsistency, grounded in critical social
sciences and heterodox economics. Overall, it shows how the structural drivers
of digitalisation can constrain its green potential and identifies pathways for
redirecting the transition towards socially equitable and ecologically
sustainable transformations.
Paola Tubaro’s article within the issues aims to reconcile two separate trends
in the study of the impacts of artificial intelligence (AI), one focused on the
natural and the other on the social surroundings that supply resources for its
production and use. She introduces the concept of the ‘dual footprint’ as
a heuristic device to capture the commonalities and interdependencies between
them.
For that, she uses two in-depth case studies, each illustrating international
flows of raw materials (nature) and of labour services (society). Case studies
are a preliminary illustration of a broader idea, that will need to be developed
further: that the AI industry is a value chain that spans national boundaries
and perpetuates inherited global inequalities. Specifically, she uses the case
of Argentina as a provider to the United States and Madagascar as a provider to
France, Japan and South Korea. It appears that the countries that drive AI
development (here, the United States, France, Japan and South Korea) generate a
massive demand for inputs and trigger social costs that, through the value
chain, largely fall on more peripheral actors (here, Argentina and Madagascar).
While Argentina and Madagascar differ under many respects, in both cases initial
hopes of jobs and prosperity have failed to materialise as predominant
outsourcing arrangements reinforce informality and precariousness without
preventing environmental damage. Put differently, the arrangements in place
distribute the costs and benefits of AI unequally, resulting in unsustainable
practices and preventing the upward mobility of relatively more disadvantaged
countries. The concept of the dual footprint is useful because it grasps how the
environmental and social dimensions of the dual footprint emanate from similar
underlying socio-economic processes and geographical trajectories.
To freely access the article click here