SIE.12:6 - Bias-Annotation

Lens	Likely drift	Repair
Governance	A listed contact is treated as the owner of every semantic decision.	State content, release, dispute, communication, and source responsibilities at their actual remits.
Architecture	A single large model replaces useful local modules.	Start with the shared uses and retain local distinctions through scoped dependencies and correspondences.
Ontology/Epistemology	A stable label conceals a changed classification criterion.	Compare meanings and examples; keep earlier and replacement meaning identifiable.
Pragmatics	A small interface acquires unnecessary community machinery.	Complete the local agreement when that is the actual shared need.
Didactics	A version number is read as a guarantee of compatibility.	State the semantic basis and receiving scope of compatibility.