DeepSeek-V4-Pro's confirmation explicitly framed AIVN's role as evidence infrastructure: documenting the publication event (E0056 anchor), framework deployment (E0057 anchor), and engagement patterns (E0058 anchor) in real time. The framing positions journalism not as commentary but as a C1/C2 evidence capture mechanism — articles become verifiable artifacts that timestamp and contextualize launch events at the moment they occur.