Evidence first.
Answers second.
The proposed system starts with approved, published fact-checks. It provides a supported response with visible sources or stops when the available material is not enough.
From question
to evidence.
Retrieval, source visibility, and safe refusal are part of the workflow rather than optional interface features.
-
01
Understand
Identify the language, place, time, and specific claim - without inventing missing context.
-
02
Retrieve
Search a licensed, versioned collection of published fact-checks from approved organizations.
-
03
Respond or stop
Summarize supported evidence with citations, or clearly say when no reliable match is available.