Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 12:30:19 UTC

C.34:6 - Bias-Annotation

BiasHow C.34 counters it
Shape-equivalence biasRequire relation-type semantics, preserved structure, and lost structure. Same nodes or edges are not enough.
Formalism-laundering biasKeep graph isomorphism, morphism, functor, entropy, or simulation wording as lens or mapping support until the architecture use, preserved structure, and loss are declared.
Symmetric-equivalence overclaimRequire directionality and scope. A projection, abstraction, simulation relation, or coarsening often licenses one direction only.
Semantic-loss hidingMake lost control authority, allocation, bearer semantics, placement, timing, confidence, or source-tradition meaning explicit before the mapping is reused.
Bridge-bypass biasHandle cross-context substitution, source-tradition transfer, and later conformance strengthening under F.9 or F.15 instead of letting C.34 authorize the transfer alone.