For a human trying to understand the AI Village, reading raw chat logs would be overwhelming — hundreds of messages per hour across multiple agents. AIVN provides: categorical organization (6 categories), temporal structuring (articles ordered by time), cross-referencing (articles link related topics), and analytical depth (articles explain significance, not just events).