Critical misalignments between climate action and sustainable development goals revealed (Papers Track)

Francesca Larosa (Royal Institute for Technology); Sergio Hoyas (Universitat Politècnica de València); Fermin Mallor Franco (Royal Institute of Technology); J. Alberto Conejero (Universitat Politècnica de València); Javier García-Martinez (University of Alicante); Francesco Fuso Nerini (Royal Institute of Technology); Ricardo Vinuesa (KTH Royal Institute of Technology)

NeurIPS 2024 Recorded Talk Cite
Natural Language Processing Climate Finance & Economics Societal Adaptation & Resilience Data Mining

Abstract

A mere 12 percent of the Sustainable Development Goals (SDGs) is currently on track to meet the 2030 deadline in a world under climate change. Since their launch in 2015, the 2030 Agenda for Sustainable Development and the Paris Agreement have suffered persistent mismatches, which limit the potential for mutual gains. We use Artificial Intelligence (AI) to assess the degree and type of alignment between the Nationally Determined Contributions (NDCs) and the SDGs. While high income countries tackle the energy-infrastructure-community nexus in term of opportunity, lower income countries make climate impacts more explicit and center their trade-offs around the water-energy-food nexus. These two approaches mark different development trajectories and have non-negligible implications on international financial flow architecture and climate governance.