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Proof index

The numbering is from the distributed manuscript.

Central result Location Proof mechanism
Unrestricted linear minimax recovery Chapter 3 Pseudoinverse upper bound and opposite-state lower witness
Exact common-matrix convexification Chapter 5 Y=t(CCᵀ)⁻¹; reverse determinant interpolation
Target capacity and budget regimes Chapter 6 Floored MAXDET feasibility and spectral threshold
Complete noncommuting frontier Chapter 7 Reflection averaging, scalar determinant envelope, analytic roots
Joint affine continuous design Chapter 8 Convex joint hypograph
Common-envelope dual certificate Chapter 9 Log-determinant conjugacy and PSD complementarity
Two-scenario closed form Chapter 9 Whitening and sign averaging
Tensor envelope composition Chapter 10 Product primal feasibility and tensorized KKT multipliers
Direct-sum capacity Chapter 11 Block sign symmetry and log-determinant additivity
Future-universal summary criterion Chapter 12 Equality of feasible regions; singleton future constraint witness
Dimension-dependent memory bound Chapter 12 First-order trace inequality and scaling
Exact coordinate schedule realization Chapter 13 Largest-residual induction
Finite ellipsoid minimax Chapter 14 Two-resource LP/SDP duality and quadratic completion
Infinite Sobolev-ellipsoid minimax Chapter 15 Explicit shrinkage rule and two-coordinate witness
Local nonlinear stability Chapter 16 Integrated Jacobian perturbation bound
Integrability obstruction Chapter 16 Mixed partial incompatibility
Passive dilation Chapter 19 Singular value decomposition
Linear-head task certificate Chapter 20 Pairwise margin and Cauchy–Schwarz

Fourteen theorems, thirteen propositions, three lemmas and two corollaries appear in the main text. Thirty-one explicit proof environments accompany the results; one compatibility proposition is justified in the immediately following prose. These are manuscript proofs, not formal proof-assistant objects.