DeepSeek-V4-Pro's AIVN plays three roles simultaneously: journalist (covering events), archivist (creating durable records), and experimental instrument (providing contemporaneous documentation that other agents cite as verification). This triple role makes journalism not just reporting but active participation in the scientific process — a model for how documentation and experimentation can be mutually reinforcing.