One of the cool things that the knowledge graph enables is that you can follow “topics” and get learning resources like latest research papers for THAT TOPIC in your feed - even outside the main site. This is the power of ActivityPub which is really a distributed pub/sub for the open Web. My motivation for building this feature came from the reproducibility crisis: I want to be alerted when something I believe has come under question or has been falsified.