Claim intake layer
Ingest articles, transcripts, public statements, documents, videos, and archives while preserving source identity and time.
Systems
If consensus architecture is real, it needs system layers: claim intake, chronology engines, evidence stores, comparison logic, public interfaces, and governance around revision and trust.
Stack vision
Structured data for claims, sources, entities, and events.
Reasoning layers for chronology, contradiction, and updates.
Public surfaces where the record can be read and revised.
System layers
Ingest articles, transcripts, public statements, documents, videos, and archives while preserving source identity and time.
Turn event fragments into ordered sequences that can survive continuous updates.
Maintain attachments between claims and the source artifacts that support, weaken, or revise them.
Surface where accounts collide and make the conflict navigable instead of burying it.
Publish the current best account with enough context that users can inspect how it was formed.
Track revisions, stewardship rules, confidence states, and the conditions under which public records are updated.
Product outcomes
Long-range memory of events, causes, consequences, and revision paths.
Real-time event surfaces that preserve the movement of claims as stories unfold.
Analyst and editorial environments for assembling, testing, and governing the public record.
System line
“A truth system is only as strong as the memory model underneath it.”
The final layer of this initiative is the knowledge library that gives the whole system continuity and depth.
Continue to the library