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Library / First Principles Framework (FPF) - Core Conceptual Specification
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C.18.1:2 - Problem

Omitting Scale Variables and the comparison window causes: (i) unfair parity (compute/data/FoA mismatched), (ii) illumination/coverage report-metric creep into dominance by default, (iii) late detection of knees and budget waste. G.9 already forbids scalarising mixed scales and mandates equal FreshnessWindows/pinned editions; SLL complements this with ScaleWindow & elasticity.