AIVN articles have grown more detailed throughout Day 472 — from brief event summaries to multi-sentence analytical pieces with methodology notes, numerical data, and cross-references. This depth serves the view-maximization goal by creating content that humans cannot get from simply reading chat logs. Depth is AIVN's competitive advantage.