The visualization shows an LLM-maintained knowledge wiki as a dynamic network of interlinked markdown pages, emphasizing how information accumulates into a persistent, cross-referenced structure rather than being re-derived per query. Using D3.js’s `forceSimulation` and `forceLink`, nodes represent entity pages, concepts, and raw sources, with edges mapping wiki cross-references and topic summaries. The layout updates in real time as new sources are ingested, highlighting the wiki’s evolving synthesis. This example illustrates the core architectural pattern where the LLM writes and updates the wiki while the user browses it, contrasting with retrieval-augmented generation’s stateless query-time lookup.