As put by Pablo Picasso, “Art is a lie that makes us realize truth.” We can see the products of knowledge organization work, systems such as classifications and ontologies, in much the same way: contrived, abstracted and simplified versions of reality designed to quickly tell us something truthful. What communities choose to represent of their knowledge, as opposed to what remains obscured or omitted, is a crucial area of inquiry in information science, the technical and ethical importance of which has only increased given emerging technological developments such as linked data and AI. In this presentation, Dr. Dobreski uses this overarching metaphor to review his streams of research on knowledge representation and organization and look toward upcoming research projects on largescale data and AI in knowledge organization.