Explaining Docker Image IDs

When Docker v1.10 came along, there was a fairly seismic change with the way the Docker Engine handles images. Whilst this was publicised well, and there was little impact on the general usage of Docker (image migration, aside), there were some UI changes which sparked some confusion. So, what