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 09:15:10 UTC

C.31.ASAP:6 - Bias-Annotation

Bias riskC.31.ASAP correction
Platform label biasPlatform or product-line wording names a possible source context, not scale-preference evidence. Recover variability slots, extension rules, exception curve, refactor triggers, and source-return condition.
Modularity-means-scalability biasA module count, interface count, or reusable-structure share is not a scale preference. Use C.31 and C.31.RSA first, then C.31.ASAP only when scale variable and scale window are named.
Debt inflation biasA locally hand-engineered solution is called debt without checking deontic, safety, law-domain, mission, assurance, or scale-probe waiver reasons.
RG proof biasRG, coarse-graining, fixed-point, or universality wording is treated as scale-preference proof. Use C.29 for lens recovery and keep scale preference in C.31.ASAP.
Selection launderingThe scale-preference claim is used as if it selected the architecture. Use G.5 for selected-set declaration and C.11 for local choice; use G.9 when parity is current.