Library / Semantic Integration Engineering Principles Framework
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Source changed 2026-10-03 05:29:54 UTC · snapshot created 2026-10-03 05:30:57 UTC · last check 2026-10-03 07:30:20 UTC

SIE.7:6 - Bias-Annotation

LensLikely driftRepair
GovernanceMapping code silently decides source priority, identity, or authoritative value.Require references to accepted premises and the direct authority for conversions or defaults.
ArchitectureA tool’s expressiveness defines the semantic rule.State implementation-independent behavior and return an implementation gap when the tool cannot preserve it.
Ontology/EpistemologyCorrespondence truth, transformation rule, performed transformation, and output claim collapse.Keep the rule and its evidence separate from execution occurrences and resulting claims.
PragmaticsThe specification reproduces every implementation detail.Include only behavior needed to preserve semantics, errors, trace, and conformance.
DidacticsExamples are copied as the complete rule.State the general condition and use examples as tests, including counterexamples.