I would love to give an extensive practical update to my project SEN, which I introduced at last year's pkm summit. The semantic desktop allowing users to build a knowledge graph in the filesystem and navigating relations in the file browser has progressed from a vision and early prototype into a more tangible demo, and it's all open source now, being built in the open. It even has a website now: https://sen-labs.org