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IndisputableMonolith.CrossDomain.JConvexityUniversality

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The JConvexityUniversality module assembles algebraic identities and bounds for the J-cost to establish its convexity and sensitivity properties hold across domains. Cross-domain modelers cite it when extending Recognition Science results beyond isolated sectors. The module proceeds as a chain of lemmas derived directly from the squared J-cost form.

claim$J(r) = \frac{(r-1)^2}{2r}$ together with the identities $J(r^2) = 2J(r) + 2J(r)^2$, sensitivity at unity, and the universal sensitivity equation.

background

The module imports the Cost library, which supplies the squared J-cost $J(r) = \frac{(r-1)^2}{2r}$ as the native recognition cost. CrossDomain context applies this cost to inter-domain comparisons while preserving the Recognition Composition Law. Upstream Cost supplies the base algebraic object; the present module adds symmetry, quadratic, and leading-order expansions.

proof idea

This is a definition module, no proofs. The structure is a sequence of named lemmas (jcost_squared_form through JConvexityUniversalityCert) that perform direct algebraic reductions and substitutions starting from the imported squared form.

why it matters in Recognition Science

The module supplies the cross-domain J-cost toolkit required by any theorem that invokes J-uniqueness (T5) or the eight-tick octave (T7) when domains interact. It feeds parent results that close the forcing chain by guaranteeing convexity holds uniformly.

scope and limits

depends on (1)

Lean names referenced from this declaration's body.

declarations in this module (12)