Method
Show the record. Keep the uncertainty.
How daily publication works
A writing model receives a bounded evidence packet: selected field-guide material, new primary documents, and current headline metadata. It cannot add source URLs. A separate model family then checks each externally verifiable statement against the same packet.
Publication fails closed. Unsupported or uncheckable claims, invented links, non-verbatim quotations, overconfident attribution, or a malformed review block the post. Passing this process reduces risk; it does not turn an AI system into an infallible authority.
How statuses work
Statuses attach to individual claims. A government conclusion is recorded as an official finding. A witness statement is recorded as testimony. Neither label proves the underlying proposition. "Unresolved" and "unsubstantiated" are different: one describes an open investigation; the other says the public evidence does not presently establish the claim.
Corrections
Knowledge entries carry a review date and this visible revision log. A materially changed claim keeps its earlier context in version control and receives a new revision entry here.
Opened the public field guide with eight cornerstone topics and claim-level evidence statuses.
Models
The current writer is deepseek/deepseek-chat-v3.1. The independent checker is anthropic/claude-sonnet-4.6. The pipeline refuses to use the same model for both roles.