What are graph neural networks (GNN)?

This article is part of Demystifying AI, a series of posts that (try to) disambiguate the jargon and myths surrounding AI. Graphs are everywhere around us. Your social network is a graph of people and relations. The roads you take to go from point A to point B constitute a graph. The links that connect this webpage to others form a graph.