Admission
Sources are normalized and attached to durable origin records before claims are allowed into the system.
DUO.03 · Knowledge layer
Ribosome
A non-neural predicate system for extracting, retrieving and resynthesizing information with evidence and correction kept visible.
Ribosome supplies an inspectable knowledge boundary for DUO: evidence enters as structure and only becomes answerable through explicit authority.
- 01 · Models
- No neural models
- 02 · Representation
- Predicate graph
- 03 · Authority
- Evidence-gated
System boundary
A named part of a larger runtime.
Structure
Closed verb frames and explicit entities make relationships inspectable rather than latent.
Correction
Retraction, supersession and abstention are part of the representation, not after-the-fact cleanup.