SIE.8:6 - Bias-Annotation

Lens	Likely drift	Repair
Governance	Materialization silently transfers custody, authority, or permission.	Record source rights, retention, correction, and use authority for every copied state.
Architecture	The incumbent platform determines the answer, or every conceivable alternative requires full design.	Use sufficient exclusions, then compare serious alternatives as complete arrangements on the receiving basis.
Ontology/Epistemology	A graph or warehouse is treated as the semantic arrangement itself.	Keep mapping premises, claims, provenance, and validation independent of carrier.
Pragmatics	Every unresolved comparison commissions a probe.	Compare obtainable decision benefit with the probe’s full burden and displaced work.
Didactics	“Virtual is fresh; materialized is fast” becomes a universal rule.	Show source latency, snapshot reproducibility, invalidation, and failure conditions that reverse the slogan.