Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 08:26:43 UTC · last check 2026-10-03 10:10:13 UTC

C.29:8 - Bias-Annotation

Bias riskC.29 correction
Mathematical prestige biasRequire CandidateMathObject, LensMappingMode, PreservedStructure, LostStructure, LensUseBoundaryValue, and StopCondition.
Physics envyPhysical source-domain ontology does not transfer without separate proof or evidence and subject pattern.
Category-theory monocultureUse category-theoretic material only when composition, interfaces, views, transformations, or transport structure matters to the stated use; otherwise choose the local lens family that exposes the working cue.
Speculation launderingKeep the metric/noise-coupling use in :13.2 conditional on its actual model assumptions and correspondence.
Over-formalizationApply :4.4’s consequence/reliance rule; reusing or publishing a conditional explanation alone does not require a full empirical-model account.
Scale blindnessRequire ScaleWindow?; coordinate scale claims with C.18.1 or C.19.1.
Causal launderingIf the lens licenses causal claims, apply C.28; MathLensUse cannot supply causal use by itself.
Assurance launderingMathematical elegance does not raise R; evidence and assurance use apply A.10, B.3, and relevant G patterns.