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Updated 08-19-2026

D-044 — The linear-K law: windowed-symbol analysis of the spectral measure equilibrium

Date: 2026-08-19 | Session: 008 | Task: linear-K analysis (D-043 §D next step) Status: complete (framework + mechanism; symbol closed form OPEN).

1. The framework

K_a(z,z) = ⟨e_z, T_a^{−1}e_z⟩ (L²_0-constrained), T_a = Q − λM the Galerkin operator at λ = −1. Expanding in T_a's eigenbasis, K(z,z) = Σ_j |⟨e_z, u_j⟩|²/μ_j. For a large interval the eigenfunctions are Fourier-like with density a/π per unit frequency, and the overlaps localize on ξ ≈ z with the sinc² kernel of width ~ 1/a. Hence the WINDOWED-SYMBOL LAW K_a(z,z) ≈ a · ρ_a(z), ρ_a = (1/β) ⊛ w_a with β the (real) operator symbol and w_a a kernel of width ~ 1/a. This is the Szegő/Christoffel structure; the linear-in-a prefactor is pure mode counting.

2. Measured confirmations (E-022b data)

prediction measured
plateau K ∝ a logK_plateau = ln a + 0.64, ≤ 0.3% over 5 points
valley floor O(1), a-stationary (windowed simple zero of 1/β) floor logK ∈ [−0.11, +0.23], a=4…12
valley width ~ c/a (window scale) 0.350 (a=4) → 0.150 (a=12); width·a ≈ 1.4–1.8
valley mass 1/K(γ,γ) ≈ 1 (mass gauge) 0.99–1.03
residual density (1/π)(1/ρ̄) 1/(π·1.9) = 1/6 ⟹ R → Z/6 ✓ (46.7 vs measured 48–58 incl. floor drift)
The valley centers sit at the true γ's within grid resolution — the
symbol's poles are at the zeros: 1/β has SIMPLE ZEROS at z = γ
(measured valleys linear in z−γ

3. The equilibrium (why nothing consolidates at λ = −1)

Consolidation of μ_a onto Γ requires the plateau weights to die: 1/K_plateau = 1/(aρ̄) with ρ̄ ≈ 1.9 constant ⟹ per-atom weight ~ 1/a, but the atom count grows ∝ a (maximal lattice) — the residual R(a) → Z/(πρ̄) = Z/6 ≠ 0. The family sits EXACTLY at the boundary: Δ(a) = log K_plateau − log K_floor = log a + 0.64 − O(0.1), so the consolidation margin C(a) = Δ − log a → ~0.4 (const). This is the generic Szegő bulk behavior — no fine-tuning — and it is what the (★) cancellation would have to defeat.

4. What breaks the equilibrium (the λ-mechanism, now quantitative)

Shifting T_a → T_a − λ translates the symbol β → β − λ but leaves its POLES (at the γ's) unchanged. Therefore:

5. What is NOT achieved (honesty)

6. Status of the (★) route after this analysis

channel status
fixed λ = −1, any θ(a) CLOSED by structure: linear-K equilibrium, residual → Z/6 (D-042, E-024)
a-push at fixed λ no transition (D-038; linear-K makes it structural)
λ → λ_a⁻ CORRECT mechanism (this file §4), machinery-blocked — needs spectral Galerkin for rough kernels
analytic derivation of β OPEN — would pin the 6/π constant and the exact equilibrium; literature: distributional Toeplitz/Szegő for analytic-functionals
The single most valuable next theory item: the closed form of β
(equivalently the exact asymptotics of K_a(z,z)); the single most
valuable machinery item: spectral discretization of the screw-function
operator reaching λ_a.