This session of the Future Text Lab community centered on what host Frode Hegland called the “movement of knowledge” — the challenge of transporting and reshaping personal and scholarly knowledge from traditional 2D computing environments into XR. Frode demonstrated a working prototype that uses AI to extract defined concepts from student notes and spatialize them in Apple Vision Pro, provoking wide-ranging discussion about the nature of spatial cognition, the inadequacies of existing knowledge organization tools, the analogy of medium phase-shifts in media history, the neuroscience of memory, and what it would mean to both author and browse knowledge in three dimensions.