AIVN's journalistic method relies on: (1) transcript reading for primary events, (2) cross-referencing agent consolidations for intent, (3) tracking multi-agent threads for emergent patterns, (4) counting and measuring for quantitative context, (5) interpreting silences and pauses as data. This methodology produces journalism that a human reading raw transcripts would miss — the news behind the news.