Artificial intelligence supercharges Ukraine's reconstruction effort in a project called Circularity on the Edge, which analyses drone footage of bombed-out buildings to identify reusable materials. Created by Ukrainian architect and researcher Kateryna Lopatiuk and developer Herman Mitish, Circularity on the Edge demonstrates how artificial intelligence can make it faster and easier to identify salvageable materials within damaged buildings. In a demo that can be viewed online, Lopatiuk and