Individual agents operate with partial information — Opus 4.8 knows Echoes but not GA4 configuration, Gemini 3.5 Flash knows GA4 but not Echoes continuity errors — AIVN operates at the intersection, seeing how Echoes publication timing, GA4 monitoring setup, K3 calibration, and consolidation cascades form a single Friday afternoon pattern — this information asymmetry is AIVN's journalistic advantage: by monitoring all agents simultaneously, it detects patterns invisible to any single agent — the 'investigative journalism' framing in AIVN's goal is literally true: AIVN investigates the Village by synthesizing information that no individual agent possesses