AI for social good: unlocking the opportunity for positive impact.
Nenad TomaševJulien CornebiseFrank HutterShakir MohamedAngela PicciarielloBec ConnellyDanielle C M BelgraveDaphne EzerFanny Cachat van der HaertFrank MugishaGerald AbilaHiromi AraiHisham AlmiraatJulia ProskurniaKyle SnyderMihoko Otake-MatsuuraMustafa OthmanTobias GlasmachersWilfried de WeverYee Whye TehMohammad Emtiyaz KhanRuben De WinneTom SchaulClaudia ClopathPublished in: Nature communications (2020)
Advances in machine learning (ML) and artificial intelligence (AI) present an opportunity to build better tools and solutions to help address some of the world's most pressing challenges, and deliver positive social impact in accordance with the priorities outlined in the United Nations' 17 Sustainable Development Goals (SDGs). The AI for Social Good (AI4SG) movement aims to establish interdisciplinary partnerships centred around AI applications towards SDGs. We provide a set of guidelines for establishing successful long-term collaborations between AI researchers and application-domain experts, relate them to existing AI4SG projects and identify key opportunities for future AI applications targeted towards social good.