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merge=lfs -text +preprints/Hamiltonian-Fixed-Points-Below-the-Stable-Morse-Number-in-Dimension-Twenty-Two-October-5-2026/hamiltonian-fixed-points-below-stable-morse-number.pdf filter=lfs diff=lfs merge=lfs -text +preprints/Hamiltonian-Fixed-Points-Below-the-Stable-Morse-Number-October-5-2026/paper.pdf filter=lfs diff=lfs merge=lfs -text +preprints/Hard-sphere-fluctuations-on-the-regular-Boltzmann-lifespan-September-23-2026/paper.pdf filter=lfs diff=lfs merge=lfs -text diff --git a/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/README.md b/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/README.md new file mode 100644 index 0000000000000000000000000000000000000000..552c773d6b84f7302c8d6e0b385b0da055062692 --- /dev/null +++ b/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/README.md @@ -0,0 +1,18 @@ +# [Equality and rigidity in the spacetime Penrose inequality](paper.pdf) + +**Author:** OpenAI + +**Date:** September 27, 2026 + +## Citation + +```bibtex +@misc{OAI:Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026, + author = {{OpenAI}}, + title = {{Equality and rigidity in the spacetime Penrose inequality}}, + howpublished = {OpenAI Math Release preprint + \href{https://github.com/openai/math/blob/main/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/paper.pdf}{OAI:Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026}}, + year = {2026} +} +``` + diff --git a/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/build/three/06-global-classification.tex b/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/build/three/06-global-classification.tex new file mode 100644 index 0000000000000000000000000000000000000000..6cfa4a46c45d4dbf0def8f1fa5543acf3b2f4791 --- /dev/null +++ b/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/build/three/06-global-classification.tex @@ -0,0 +1,730 @@ +\section{Global classification and recovery through the horizon} +\label{q3:global:section} + +We continue with the finite-component class of +Theorem~\ref{q3:intro:rigidity}, with no prescribed boundary genera. +Starting from the complete static base and end estimates just proved, +we compactify one end of the double at its actual regularity and retain +all possible other ends while proving zero-mass rigidity. We then exclude the +interior null set. This order preserves the information needed to +recover both the original metric and second fundamental form. + +\begin{lemma}[The two conformal metrics] +\label{q3:static:conformal-completion} +Define +\[ +h_\pm=\left(\frac{1\pm\lambda}{2}\right)^4h +\quad\text{on }\mathcal E. +\] +Both are scalar flat. The plus end satisfies +\(h_+=\delta+O_k(r^{-1-\epsilon})\), hence has zero ADM mass. +The minus end compactifies by one point to a nondegenerate +\(C^{1,\epsilon}\cap W^{2,p}_{\mathrm{loc}}\) metric for some +\(p>3\), with scalar curvature zero as a distribution at that point. +\end{lemma} + +\begin{proof} +Scalar flatness follows from +Equation~\eqref{q3:static:static-equations} and the three-dimensional +conformal scalar-curvature formula, since \(1\pm\lambda\) are harmonic. +In terms of the preceding variables, +\begin{equation} +\label{q3:static:conformal-gamma} +h_+=\cosh^4(U/2)\gamma,\qquad +h_-=\sinh^4(U/2)\gamma. +\end{equation} +The first factor is \(1+O_k(r^{-2})\), proving the assertion for +\(h_+\). Its ADM flux is \(O(r^{-\epsilon})\), so its mass is zero. + +For the minus end invert \(x=y/|y|^2\), write \(\rho=|y|\), and +put \(R(y)=I-2y\otimes y/\rho^2\). +The inversion differential is \(\rho^{-2}R(y)\), with +\(R(y)^TR(y)=I\). +Equation~\eqref{q3:static:gamma-expansion} gives +\[ +I^*\gamma=\rho^{-4} +\bigl(I+O_k(\rho^{1+\epsilon})\bigr), +\qquad +U(I(y))=-M\rho+(b_1\cdot y)\rho + +O_k(\rho^{2+\epsilon}). +\] +Derivatives of the angular matrix \(R(y)\) cost the corresponding +powers of \(\rho^{-1}\), so the displayed metric estimate retains +the symbol bounds. Dividing the expansion of \(\sinh(U/2)\) by +\(\rho\), and using \(\epsilon<1\), gives +\begin{equation} +\label{q3:static:inverted-minus} +I^*h_-=\left(\frac M2\right)^4 +\left[ +\left(1-\frac{4b_1\cdot y}{M}\right)I + +O_k(\rho^{1+\epsilon}) +\right]. +\end{equation} +In particular, its only first-order term is linear and scalar. + +For the remainder \(E(y)\), the bounds +\[ +|E|\leq C\rho^{1+\epsilon},\quad +|DE|\leq C\rho^\epsilon,\quad +|D^2E|\leq C\rho^{\epsilon-1} +\] +show that \(E(0)=DE(0)=0\) extends it as \(C^{1,\epsilon}\). +To see the Hölder estimate between two points, use the gradient +bound when their separation is comparable to their radii; otherwise +integrate the Hessian along the short segment in a common annulus. +Moreover choose +\[ +3
0,p>3\), is scalar flat as a distribution,
+and has an end on which it is smooth with
+\[
+\mathfrak g=\delta+O_2(r^{-1-\epsilon}),\qquad \epsilon>0.
+\]
+The other ends can be arbitrary.
+Then \((W,\mathfrak g)\) is isometric to Euclidean space.
+The asserted regularity is sufficient at a compactified point and
+at a reflected hypersurface.
+\end{lemma}
+
+\begin{proof}
+An orientable three-manifold is spin.
+Choose a spin structure and use a smooth background metric to
+identify its spinor bundle with that for \(\mathfrak g\).
+The positive square-root change of orthonormal frames has the
+stated metric regularity.
+The spin connection consequently has continuous locally bounded
+coefficients, with weak first derivatives in \(L^p_{\mathrm{loc}}\).
+Write \(\nabla^S\) for that connection, \(D\) for the Dirac operator,
+and \(c\) for Clifford multiplication.
+
+The weak Lichnerowicz formula has the following integrated form for
+every compactly supported \(H^1\) spinor \(\phi\):
+\begin{equation}
+\label{q3:static:lichnerowicz}
+\|D\phi\|_2^2=\|\nabla^S\phi\|_2^2.
+\end{equation}
+Here and below norms and integrals are for \(\mathfrak g\).
+To check the formula at the indicated regularity, first use a smooth
+compactly supported spinor. Approximate the metric on its support
+in \(C^1\) and \(W^{2,p}\) by smooth metrics, using the same
+background-bundle identification.
+The smooth Lichnerowicz formula passes to the limit: connection
+coefficients converge uniformly and scalar curvatures converge
+in \(L^p\).
+The limiting scalar term is zero by the assumed distributional
+scalar flatness and the \(L^p\) curvature expression.
+Density then proves Equation~\eqref{q3:static:lichnerowicz} for compact
+\(H^1\) spinors.
+Thus no integration surface is retained around the compactified point.
+
+We next establish the coercivity needed to complete compact spinors.
+For a compactly supported scalar function \(f\) on the AE end,
+one-dimensional integration by parts along coordinate rays gives
+\begin{equation}
+\label{q3:static:radial-hardy}
+\int_{r_0}^\infty f^2\dd r
+\leq4\int_{r_0}^\infty r^2|\partial_rf|^2\dd r.
+\end{equation}
+The inner boundary term has the favorable sign.
+Apply this to \(f=|\phi|\) and integrate over angles.
+Metric comparability and
+\(|\dd|\phi||\leq|\nabla^S\phi|\) give
+\begin{equation}
+\label{q3:static:spin-hardy}
+\int_{\mathrm{AE}}r^{-2}|\phi|^2\dd V_{\mathfrak g}
+\leq C\|\nabla^S\phi\|_2^2.
+\end{equation}
+For any fixed compact \(K\subset W\), connect it to a fixed end
+annulus by a relatively compact connected domain.
+Poincaré's inequality with the norm on that annulus retained gives
+\[
+\||\phi|\|_{L^2(K)}
+\leq C_K\left(
+\|\dd|\phi|\|_{L^2(\text{domain})}
+ +\|\phi\|_{L^2(\text{annulus})}\right).
+\]
+For example, this version follows from the ordinary Poincaré
+inequality after subtracting the mean; the observed annulus
+controls that mean because it has positive measure.
+Equation~\eqref{q3:static:spin-hardy} controls its last term.
+We have proved
+\begin{equation}
+\label{q3:static:local-coercivity}
+\|\phi\|_{L^2(K)}\leq C_K\|\nabla^S\phi\|_2.
+\end{equation}
+Connectedness is the only global input in this propagation.
+
+Let \(\mathcal H\) be the completion of compactly supported smooth
+spinors in the norm \(\|\nabla^S\phi\|_2\).
+Equation~\eqref{q3:static:local-coercivity} embeds \(\mathcal H\)
+in \(L^2_{\mathrm{loc}}\), and the locally bounded connection
+then embeds it in \(H^1_{\mathrm{loc}}\).
+Both \(\nabla^S:\mathcal H\to L^2\) and
+\(D:\mathcal H\to L^2\) are well-defined, and
+Equation~\eqref{q3:static:lichnerowicz} makes the latter an isometry.
+Its range is therefore closed.
+Equation~\eqref{q3:static:spin-hardy} also passes to this completion.
+The local constants may depend on the chosen compact set; no uniform
+estimate over the remaining ends is required.
+
+Fix the ordinary orthonormalized coordinate frame on the distinguished
+end and a smooth cutoff \(\theta\), equal to one near infinity and
+zero before a slightly smaller end neighborhood.
+For each constant spinor \(z\in\mathbb C^2\), set
+\(\psi_0=\theta z\).
+Because the connection there is \(O(r^{-2-\epsilon})\),
+\(\nabla^S\psi_0,D\psi_0\in L^2\).
+Orthogonally project \(D\psi_0\) onto the closed subspace
+\(D\mathcal H\) and choose \(\eta\in\mathcal H\) such that
+\[
+D\eta=-\operatorname{proj}_{D\mathcal H}(D\psi_0).
+\]
+Set \(\psi=\psi_0+\eta\), \(w=D\psi\).
+Then \(w\in L^2\) and
+\[
+\int\langle w,D\phi\rangle\dd V_{\mathfrak g}=0
+\quad\text{for every compact smooth }\phi.
+\]
+Thus \(Dw=0\) weakly.
+Local elliptic regularity for a first-order elliptic operator with
+locally Lipschitz principal coefficients and bounded lower-order
+coefficients gives \(w\in H^1_{\mathrm{loc}}\).
+This regularity can also be seen by freezing the principal
+coefficients on small coordinate balls: the constant-coefficient
+Dirac estimate controls one derivative in \(L^2\), the oscillation
+is absorbed, and commutators of mollification are bounded by the
+local Lipschitz norm. Apply the estimate to regularized \(w\)
+and pass to a weak limit.
+The metric in the lemma has more than this coefficient regularity.
+
+Completeness supplies compactly supported Lipschitz distance cutoffs
+\(\chi_R\), equal to one on the radius-\(R\) ball and with
+\(|\dd\chi_R|\leq C/R\).
+Indeed a complete locally compact Riemannian length space is proper,
+and a piecewise linear cutoff of its distance has these properties.
+Equation~\eqref{q3:static:lichnerowicz} applies to \(\chi_Rw\), and
+the weak equation gives
+\[
+\|\nabla^S(\chi_Rw)\|_2^2
+=\|D(\chi_Rw)\|_2^2
+=\|c(\dd\chi_R)w\|_2^2
+\leq \frac C{R^2}\|w\|_2^2.
+\]
+On every fixed compact set the cutoff eventually equals one.
+It follows that \(\nabla^S w=0\).
+A parallel spinor has constant length on the connected manifold;
+the distinguished end has infinite volume, so \(w\in L^2\)
+forces \(w=0\).
+No condition at another end entered this argument.
+
+It remains to show that \(\psi\), rather than just \(D\psi\), is
+parallel. Define the continuous sesquilinear form
+\[
+\mathcal B(a,b)=
+\int\left(\langle\nabla^Sa,\nabla^Sb\rangle
+-\langle Da,Db\rangle\right)\dd V_{\mathfrak g}
+\]
+on fields for which the indicated derivatives are in \(L^2\).
+For compact \(\phi\), the polarized Lichnerowicz identity,
+with one slot compactly supported, gives
+\(\mathcal B(\psi_0,\phi)=0\).
+Approximate \(\eta\) in \(\mathcal H\) by compact spinors.
+These limits use the global derivative norms; no boundary flux of
+\(\eta\) at another end is invoked.
+Continuity and Equation~\eqref{q3:static:lichnerowicz} imply
+\[
+\mathcal B(\psi_0,\eta)=0,\qquad
+\mathcal B(\eta,\eta)=0,\qquad
+\mathcal B(\psi,\psi)=\mathcal B(\psi_0,\psi_0).
+\]
+The last expression is zero. To see this directly, integrate the
+Lichnerowicz identity for \(\psi_0\) up to a large end sphere.
+There is no contribution at another end because \(\psi_0\)
+vanishes there. On that sphere \(\psi_0=O(1)\) and
+\(\nabla^S\psi_0,D\psi_0=O(r^{-2-\epsilon})\);
+the boundary integral is \(O(r^{-\epsilon})\) and tends to zero.
+This is also the zero ADM boundary term of the spin proof.
+Since \(D\psi=w=0\), we conclude that
+\(\|\nabla^S\psi\|_2^2=0\).
+
+The parallel equation gives each resulting spinor a
+\(C^{1,\beta}_{\mathrm{loc}}\) representative for some \(\beta>0\).
+Indeed, \(H^1\subset L^6\) and the locally bounded connection first
+give \(W^{1,6}\), hence local H\"older continuity; the locally H\"older
+connection coefficients then make its first derivatives H\"older.
+Write \(\psi_z\) for this parallel spinor. The fixed cutoff,
+orthogonal projection, and inverse of \(D:\mathcal H\to D\mathcal H\)
+make \(z\mapsto\psi_z\) complex linear.
+For any point \(p\in W\), consider
+\[
+ E_p:\mathbb C^2\longrightarrow\mathbb S_p,
+ \qquad E_p(z)=\psi_z(p),
+\]
+where \(\mathbb S_p\) is the complex spinor fiber.
+If \(E_p(z)=0\), parallelism and connectedness give \(\psi_z=0\)
+everywhere. Then \(\eta=-\theta z\), which for \(z\ne0\) has infinite
+\(r^{-2}\)-weighted \(L^2\) norm on the distinguished end,
+contrary to Equation~\eqref{q3:static:spin-hardy}.
+Thus \(E_p\) is injective for every \(p\), and it is an isomorphism
+because the complex spinor rank is two. The images of a basis of
+\(\mathbb C^2\) form a global parallel spinor frame.
+
+Its Hermitian Gram matrix is constant and positive definite;
+a constant change of basis makes the frame orthonormal.
+The weak curvature equations annihilate this frame, so the spin
+curvature vanishes. Faithfulness of the spin representation on
+\(\mathfrak{spin}(3)\) gives zero Riemann curvature.
+Moreover, Clifford multiplication identifies the real tangent bundle
+with the traceless skew-Hermitian endomorphisms of the spinor bundle.
+Three fixed orthonormal matrices in this parallel spinor frame,
+with matrix inner product \(-\tfrac12\operatorname{tr}(AB)\),
+therefore give a global parallel orthonormal tangent frame.
+The dual coframe is closed by torsion-freeness and integrates
+locally to coordinates in which the metric is exactly Euclidean.
+This also removes any apparent metric singularity at the
+compactified point.
+
+Finally, completeness makes the universal flat cover Euclidean
+\(\R^3\). The global parallel frame makes its deck transformations
+translations. A nontrivial discrete translation group has rank
+at least one, and a quotient by it has volume growth at most
+quadratic. The distinguished AE end gives a cubic lower bound:
+radial paths in that end put a Euclidean annulus of radius
+comparable to \(R\) inside a metric ball of radius \(CR\).
+The two volume bounds are incompatible.
+The deck group is therefore trivial, proving the lemma.
+\end{proof}
+
+\begin{lemma}[The infinity component has no interior missing boundary]
+\label{q3:static:no-internal-null}
+The component \(\mathcal E\) is all of \(\Omega\).
+In particular \(N>0\) everywhere in the open exterior and the
+stationary metric is vacuum there.
+\end{lemma}
+
+\begin{proof}
+The complete base of Lemma~\ref{q3:static:base-completion} reaches every
+component of $S$. Take its complete two-copy double, use $h_+$ on
+the plus copy and $h_-$ on the minus copy, and identify corresponding
+boundary points. The signed reflected lapse expresses the joined
+metric as
+\[
+q=\left(\frac{1+\lambda_{\mathrm{signed}}}{2}\right)^4h_{\mathrm d}.
+\]
+It is smooth at each positive-lapse join and $C^2$ at each zero-lapse
+join. The matched second jets make its scalar curvature zero across
+every join, as well as on the two open sides. Compactify the unique
+AF end of the minus copy by
+Lemma~\ref{q3:static:conformal-completion}.
+
+We verify completeness of this conformal manifold without placing any
+restriction on the number or regularity of the possible internal-null
+ends. On the plus copy the factor $(1+\lambda)/2$ is at least $1/2$.
+Fix a sufficiently large original AF tail. On its complement the
+continuous function $\sqrt N$ is defined on a compact subset of the
+original closed exterior, equals zero on $S$ and the internal zero
+set, and is strictly less than one elsewhere by
+Lemma~\ref{q3:static:base-completion}. Its maximum on this compact set
+is therefore some $a_0<1$. Thus on the entire corresponding minus
+remainder $(1-\lambda)/2\geq(1-a_0)/2>0$ uniformly. On the double
+away from the minus AF tail the conformal metric is consequently
+bounded below by a fixed positive multiple of the complete doubled
+base metric. All joins are already attached. A finite-length escape
+can therefore only run down the minus AF tail, and its proved
+nondegenerate one-point compactification supplies its limit. More
+explicitly, truncate that tail at a large sphere. The other side of
+the sphere is complete with compact boundary by the uniform lower
+bound, and the compactified tail is a compact metric region with
+that same boundary; their gluing is complete.
+
+The conformal manifold is connected, orientable, and without boundary.
+It has local $C^{1,\alpha}\cap W^{2,p}$ regularity for some
+$\alpha>0$ and $p>3$: the finitely many joins are at least $C^2$,
+and the sole compactification point has the regularity established
+in Lemma~\ref{q3:static:conformal-completion}. Its scalar curvature is
+zero distributionally, including at that point, and its distinguished
+plus end has the fast decay required by
+Lemma~\ref{q3:static:spin-rigidity}. That lemma makes this entire
+manifold Euclidean space.
+
+Choose a sufficiently large sphere in the distinguished plus end.
+Under the Euclidean isometry it is a compact embedded sphere. Its
+end tail is the unbounded component of the complement: paths from
+large end radii to that sphere have lengths tending to infinity,
+and the tail has precisely that sphere as frontier. The other
+component is bounded and has compact closure. A sequence in
+$\mathcal E$ approaching an interior point with $N=0$ lies outside
+the chosen end tail and escapes every compact set of the complete
+conformal manifold. Indeed it cannot converge at an ordinary plus
+point by continuity of $N$, cannot converge on any joined component
+because every original boundary collar has no interior zero, and
+cannot converge at a point in the open minus copy or its compactified
+end. Such a sequence is impossible in the compact Euclidean
+complement. Thus $\mathcal E$ has no interior boundary in $\Omega$.
+
+It is a nonempty open and closed subset of connected $\Omega$, and
+hence equals $\Omega$. Vacuum now follows from
+Proposition~\ref{q3:variation:adjoint}, since $N>0$ everywhere in
+$\Omega$.
+\end{proof}
+
+\begin{lemma}[Equality forces a single spherical boundary component]
+\label{q3:static:one-boundary-component}
+In the Euclidean conformal double, every original component $S_i$
+is a round sphere of radius $a=(8\kappa)^{-1}$ and has original area
+$|S_i|_g=16\pi m^2=|S|_g$. Consequently $\ell=1$.
+\end{lemma}
+
+\begin{proof}
+The completed conformal double in the proof of
+Lemma~\ref{q3:static:no-internal-null} is Euclidean. In particular its
+plus metric $q=h_+$ is flat up to every original boundary component.
+Put $\phi=(1+\lambda)/2$. On each $S_i$,
+Lemma~\ref{q3:static:base-completion} gives
+\[
+\phi=\tfrac12,\qquad
+\partial_{\nu_h}\log\phi=\kappa,\qquad
+\mathrm{II}_h=0,\qquad h|_{TS_i}=g|_{TS_i}.
+\]
+The conformal second-fundamental-form formula, with normal pointing
+into the plus side, is therefore
+\[
+\mathrm{II}_q
+ =\phi^2\bigl(\mathrm{II}_h+
+ 2\partial_{\nu_h}\log\phi\,h|_{TS_i}\bigr)
+ =8\kappa\,q|_{TS_i},
+ \qquad q|_{TS_i}=\tfrac1{16}g|_{TS_i}.
+\]
+Let $F_i$ be the Euclidean position vector on $S_i$ and $\nu_i$
+its unit normal into the plus side. Its shape operator is
+$8\kappa I$, so the tangential differential of $F_i-a\nu_i$ is
+zero for $a=(8\kappa)^{-1}$. Connectedness makes $F_i-a\nu_i$
+a constant point $c_i$. Thus the image lies on the sphere of radius
+$a$ centered at $c_i$, with $\nu_i$ its outward radial normal.
+The image is open in that sphere by local invertibility and closed
+by compactness, hence is the whole sphere. The Euclidean embedding
+therefore identifies $S_i$ diffeomorphically with it.
+Since $q|_{TS_i}=g|_{TS_i}/16$, its area satisfies
+\begin{equation}
+\label{q3:static:individual-boundary-area}
+|S_i|_g=16|S_i|_q=64\pi a^2
+ =\frac{\pi}{\kappa^2}=16\pi m^2=|S|_g.
+\end{equation}
+Summing over the finite family yields
+$|S|_g=\sum_{i=1}^{\ell}|S_i|_g=\ell|S|_g$. The boundary is nonempty
+and $|S|_g>0$, hence $\ell=1$. In particular no connectedness or spherical
+topology assumption was needed before this step.
+\end{proof}
+
+\begin{lemma}[Identification of the base and its mass]
+\label{q3:static:schwarzschild-base}
+The regular completion of \((\Omega,h,\lambda)\) is the
+Schwarzschild static exterior
+\begin{equation}
+\label{q3:static:isotropic-base}
+h=\left(1+\frac a\rho\right)^4\delta,\qquad
+\lambda=\frac{1-a/\rho}{1+a/\rho},\qquad
+\rho\geq a,
+\end{equation}
+where \(a=m/2\).
+The completion is homeomorphic to the original \(\Mext\),
+and \(S\) is identified diffeomorphically with its horizon sphere
+in the regular base boundary structure.
+\end{lemma}
+
+\begin{proof}
+Lemma~\ref{q3:static:one-boundary-component} identifies the boundary
+in the Euclidean conformal double as one round sphere of radius
+$a=(8\kappa)^{-1}$. The plus side is its outside: its normal is the
+outward radial normal, its entire boundary is this sphere, and it
+contains the distinguished unbounded end. Center Euclidean
+coordinates at this sphere and write $\rho$ for their radius.
+
+In the resulting Euclidean coordinates, write
+\(\psi=2/(1+\lambda)\), so \(h=\psi^4\delta\).
+The scalar-flat conformal equation gives \(\Delta_\delta\psi=0\)
+outside the sphere, with \(\psi=2\) on it and \(\psi\to1\)
+at infinity. The function \(1+a/\rho\) has the same data.
+Their difference vanishes by the exterior maximum principle.
+This proves Equation~\eqref{q3:static:isotropic-base}.
+Its Schwarzschild mass is $2a=(4\kappa)^{-1}=m$, since
+$\kappa=1/(4m)$. In particular $a=m/2$.
+
+The regular base collar has the same underlying boundary topology
+as the original collar, even when its coordinate is
+\(\lambda=\sqrt N\) instead of the original defining function \(N\).
+Together with the unchanged interior this identifies its completion
+homeomorphically with \(\Mext\).
+An interior base isometry extends uniquely to the metric completions.
+On the regular boundary structures it is smooth: its boundary
+restriction preserves induced lengths, hence is a smooth boundary
+isometry, and normal geodesic coordinates extend it smoothly to
+a collar.
+Thus the completion has the claimed global topology, and
+\(\Omega\cong(a,\infty)\times S^2\) is simply connected.
+\end{proof}
+
+\subsection{The time graph and the Kruskal attachment}
+\label{q3:static:embedding-subsection}
+
+\begin{proof}[Proof of Proposition~\ref{q3:static:classification}]
+Lemma~\ref{q3:static:one-boundary-component} proves $\ell=1$ and the
+spherical topology of $S$. Lemma~\ref{q3:static:no-internal-null} proves
+\(N>0\) on \(\Omega\), and
+Lemma~\ref{q3:static:schwarzschild-base} gives the global static
+base with mass \(m\).
+For the reconstruction write \(M=m\), so \(\kappa=1/(4M)\).
+Simple connectivity and Lemma~\ref{q3:static:base-completion}
+give a global smooth function \(H\) with
+\begin{equation}
+\label{q3:static:time-primitive}
+\dd H=-A.
+\end{equation}
+In static Schwarzschild coordinates use time \(T=t+H(x)\).
+Equations~\eqref{q3:static:base-definitions} and
+\eqref{q3:static:time-primitive} give the exact identity
+\begin{equation}
+\label{q3:static:reconstructed-metric}
+-N\dd T^2+h
+=-u^2\dd t^2+g_{ij}(\dd x^i+X^i\dd t)
+ (\dd x^j+X^j\dd t).
+\end{equation}
+The graph \(T=H(x)\), corresponding to \(t=0\), therefore induces
+the original metric \(g\).
+The stationary future unit normal is \(n=(\partial_t-X)/u\).
+With the second-fundamental-form convention of the theorem,
+\begin{equation}
+\label{q3:static:reconstructed-k}
+K_{\mathrm{graph}}
+=\frac1{2u}\bigl(\partial_tg-\mathcal L_Xg\bigr)
+=-\frac1{2u}\mathcal L_Xg
+=K.
+\end{equation}
+This calculation recovers the original \(K\), including a
+non-time-symmetric slice.
+
+We next establish smoothness in the original boundary structure.
+If \(u|_S=0\), Equation~\eqref{q3:static:double-norm} gives
+\[
+A=\frac{Y^\flat}{a^2-s^2|Y|_g^2}.
+\]
+This is smooth in the original collar.
+The primitive \(H\) therefore extends smoothly and finitely to \(S\).
+For instance, fix its values on one interior collar section and
+integrate its smooth normal derivative to the boundary.
+Tangential derivatives of this extension agree with those prescribed
+by \(\dd H=-A\), by continuity from the interior.
+
+If \(u|_S>0\), the numerator
+\(X^\flat-(2\kappa)^{-1}\dd N\) vanishes as a one-form on \(S\),
+by Equation~\eqref{q3:static:simple-norm}.
+Smooth division by the defining function \(N\) gives
+\begin{equation}
+\label{q3:static:log-time}
+A=\frac1{2\kappa}\dd\log N+\beta,\qquad
+H=-\frac1{2\kappa}\log N+B,
+\end{equation}
+where \(\beta\) and \(B\) are smooth in the original collar.
+The smoothness of \(B\) follows by applying the same normal-integration
+argument to its differential \(-\beta\).
+In this case \(H\to+\infty\) at the boundary, so static time itself
+is not a regular attachment coordinate.
+
+Let \(r\) be the Schwarzschild area radius. On the whole exterior
+\[
+N=1-\frac{2M}{r},\qquad
+r=\frac{2M}{1-N}.
+\]
+Normalize the tortoise coordinate and Kruskal coordinates by
+\begin{equation}
+\label{q3:static:kruskal-definitions}
+\begin{aligned}
+r_*&=r+2M\log\left(\frac r{2M}-1\right),\\
+\mathsf U&=-e^{-\kappa(T-r_*)},&
+\mathsf V&= e^{\kappa(T+r_*)}.
+\end{aligned}
+\end{equation}
+On the right exterior \(\mathsf U<0,\mathsf V>0\), and
+the Schwarzschild metric extends as
+\[
+\mathbf g_M
+=-\frac{32M^3}{r}e^{-r/(2M)}
+ \dd\mathsf U\,\dd\mathsf V+r^2\dd\omega^2.
+\]
+An exact useful form of Equation~\eqref{q3:static:kruskal-definitions}
+is
+\begin{equation}
+\label{q3:static:kruskal-factor}
+\mathsf U=-Q(N)\sqrt N\,e^{-\kappa T},\qquad
+\mathsf V= Q(N)\sqrt N\,e^{\kappa T},\qquad
+Q(N)=\frac{\exp\!\bigl(1/[2(1-N)]\bigr)}{\sqrt{1-N}}.
+\end{equation}
+The function \(Q\) is smooth and positive near zero, with
+\(Q(0)=\sqrt e\).
+
+If \(u|_S=0\), both \(H\) and
+\(\sqrt N=s\sqrt{a^2-s^2|Y|^2}\) are smooth.
+Substitution into Equation~\eqref{q3:static:kruskal-factor} gives
+\(\mathsf U=\mathsf V=0\) on \(S\) and
+\[
+\partial_s\mathsf U|_S
+=-\sqrt e\,\kappa e^{-\kappa H|_S}<0,\qquad
+\partial_s\mathsf V|_S
+=\sqrt e\,\kappa e^{\kappa H|_S}>0.
+\]
+This is a smooth attachment at the bifurcation sphere.
+If \(u|_S>0\), Equation~\eqref{q3:static:log-time} instead gives
+\begin{equation}
+\label{q3:static:future-attachment}
+\mathsf U=-Q(N)N e^{-\kappa B},\qquad
+\mathsf V=Q(N)e^{\kappa B}.
+\end{equation}
+These are smooth in the original collar;
+\(\mathsf U\) vanishes simply and
+\(\mathsf V|_S=\sqrt e\,e^{\kappa B|_S}>0\).
+Thus the attachment is on the future horizon, with each generator
+met once after the angular identification.
+
+The angular regularity requires a further check when
+\(u|_S>0\), because the regular base coordinate was \(\lambda\),
+not the original \(N\).
+On the smooth reflected collar in
+Equation~\eqref{q3:static:even-base}, normal projection onto its fixed
+boundary is invariant under \(\lambda\mapsto-\lambda\).
+This follows from uniqueness of the normal geodesics and reflection
+invariance of the metric.
+Schwarzschild angular coordinates are constant along these normal
+geodesics, and their boundary values are the smooth round-sphere
+identification from Lemma~\ref{q3:static:schwarzschild-base}.
+They are therefore smooth even functions of \(\lambda\).
+A smooth even function, with smooth tangential parameters, is a
+smooth function of \(N=\lambda^2\) for \(N\geq0\):
+all odd Taylor coefficients vanish, and repeated application of
+\((2\lambda)^{-1}\partial_\lambda\) to the Taylor remainder gives
+continuous derivatives of every order at zero.
+This proves the required angular smoothness in the original collar.
+In the zero boundary-lapse case the original collar is already a
+smooth base collar, so its completed base isometry supplies the
+angular extension directly.
+
+We have constructed a smooth map \(\iota:\Mext\to\) Schwarzschild.
+Equation~\eqref{q3:static:reconstructed-metric} extends to \(S\)
+by continuity, hence \(\iota^*\mathbf g_M=g\) there as well.
+The positive definiteness of \(g\) proves that \(\dd\iota\) is
+injective at every boundary point.
+Interior injectivity follows from the global base isometry;
+boundary injectivity follows from the sphere identification.
+The boundary image, at \(r=2M\), is disjoint from the open image,
+where \(r>2M\).
+The map is proper: a compact subset of Schwarzschild has bounded
+area radius, and its inverse image is closed in the compact base
+region corresponding to
+\([2M,R]\times S^2\).
+Thus the injective immersion is an embedding.
+
+The future normal extends smoothly even where \(u=0\).
+To avoid taking a limit of the expression involving \(u^{-1}\),
+choose the smooth future timelike Kruskal vector
+\(Z=\partial_{\mathsf U}+\partial_{\mathsf V}\) near the boundary.
+Let \(Z^\top\) be its tangential projection along the embedded
+spacelike hypersurface and set
+\[
+\widehat n=
+\frac{Z-Z^\top}
+{\sqrt{-\mathbf g_M(Z-Z^\top,Z-Z^\top)}}.
+\]
+The denominator is positive, and this is a smooth future unit
+normal. On the open exterior it agrees with the normal used in
+Equation~\eqref{q3:static:reconstructed-k}.
+Its second fundamental form is smooth and equals \(K\) in the
+interior, so equality extends to \(S\).
+
+There is also a smooth spacelike extension of the image through
+its boundary. In the positive boundary-lapse case, use
+\((\mathsf U,\omega)\) as hypersurface coordinates; its normal
+derivative is nonzero by
+Equation~\eqref{q3:static:future-attachment}.
+The remaining null coordinate is a smooth graph function and can
+be extended across \(\mathsf U=0\).
+In the zero boundary-lapse case use
+\((\chi,\omega)\), where
+\(\chi=(\mathsf V-\mathsf U)/2\); the displayed normal derivatives
+give \(\partial_s\chi>0\).
+Again extend the remaining graph function across zero.
+Smooth one-sided graph functions extend across a smooth boundary,
+and compactness of \(S\), together with openness of the spacelike
+condition, preserves spacelikeness on a sufficiently short collar.
+This extension makes no assertion about the original data behind
+\(S\).
+
+Finally, the exact inverse-metric identity gives
+\begin{equation}
+\label{q3:static:end-slope}
+|\dd H|_h^2
+=\left|\frac{X^\flat}{N}\right|_C^2
+=\frac{|X|_g^2}{u^2N}
+\longrightarrow\frac{|b|^2}{(b^0)^2}<1.
+\end{equation}
+Choose a constant \(a_0<1\) larger than the limiting slope norm.
+Along radial rays in the Schwarzschild base, uniformly in angle,
+\[
+|H(r,\omega)|
+\leq C+a_0\int_R^r
+\frac{\dd\rho}{\sqrt{1-2M/\rho}}
+=a_0r+O(\log r).
+\]
+Since \(r_*=r+O(\log r)\), it follows that
+\[
+H-r_*\longrightarrow-\infty,\qquad
+H+r_*\longrightarrow+\infty.
+\]
+This is approach to the chosen Schwarzschild spatial infinity.
+It allows a nonzero asymptotic tilt and does not impose \(P=0\)
+or \(K=0\).
+All conclusions of Proposition~\ref{q3:static:classification} follow.
+\end{proof}
+
+Propositions~\ref{q3:variation:adjoint} and~\ref{q3:static:classification}
+prove Theorem~\ref{q3:intro:rigidity}. They also prove
+Theorem~\ref{q3:intro:connected-rigidity}: the connected-case argument
+in Lemma~\ref{q3:variation:area-support} supplies the same localized
+multiplier identity, and all subsequent adjoint, static, and
+reconstruction steps use that identity rather than
+partial-coincidence outermostness.
diff --git a/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/paper.pdf b/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/paper.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..9977434b9bda3ae6bf8657b84e6736dfba00a45c
--- /dev/null
+++ b/preprints/Equality-and-rigidity-in-the-spacetime-Penrose-inequality-September-27-2026/paper.pdf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f1aab59ba484eb8a903daed582b30ffe17bbd42392e233213a30abb3aadc710
+size 1274586
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/README.md b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..be8e3681b6bac347162c67aed0135ebb5e7f9477
--- /dev/null
+++ b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/README.md
@@ -0,0 +1,18 @@
+# [Equality cases in the sharp one-dimensional matrix Lieb–Thirring inequality](sharp-one-dimensional-lieb-thirring-inequalities-matrix-potentials.pdf)
+
+**Author:** OpenAI
+
+**Date:** October 5, 2026
+
+## Citation
+
+```bibtex
+@misc{OAI:Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026,
+ author = {{OpenAI}},
+ title = {{Equality cases in the sharp one-dimensional matrix Lieb--Thirring inequality}},
+ howpublished = {OpenAI Math Release preprint
+ \href{https://github.com/openai/math/blob/main/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/sharp-one-dimensional-lieb-thirring-inequalities-matrix-potentials.pdf}{OAI:Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026}},
+ year = {2026}
+}
+```
+
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/main.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/main.tex
new file mode 100644
index 0000000000000000000000000000000000000000..9913872fbf2d05a80dfa12323ca042e0ff2fbd77
--- /dev/null
+++ b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/main.tex
@@ -0,0 +1,29 @@
+\documentclass[11pt]{article}
+\input{preamble}
+\title{Equality cases in the sharp one-dimensional\newline matrix Lieb--Thirring inequality}
+\author{OpenAI}
+\date{October 5, 2026}
+\begin{document}
+\maketitle
+\begin{abstract}
+We classify all equality cases in the sharp one-dimensional Lieb--Thirring
+inequality for every finite matrix size and $1/2<\gamma<3/2$. For measurable
+Hermitian positive semidefinite potentials $W$ with
+$\int_\R\tr(W^{\gamma+1/2})<\infty$, equality holds precisely for direct sums,
+in one constant unitary basis, of scalar one-bound-state solitons and zero
+channels. The nonzero solitons may have independent scales and centers.
+\end{abstract}
+\setcounter{tocdepth}{1}
+\tableofcontents
+\clearpage
+\input{sections/introduction}
+\input{sections/preliminaries}
+\input{sections/action}
+\input{sections/spectral-bound}
+\input{sections/compactness}
+\input{sections/rigidity}
+\appendix
+\input{sections/appendix-trace}
+\input{sections/appendix-paths}
+\input{references}
+\end{document}
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/preamble.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/preamble.tex
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+++ b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/preamble.tex
@@ -0,0 +1,28 @@
+\usepackage[T1]{fontenc}
+\usepackage{lmodern}
+\usepackage[margin=1.05in]{geometry}
+\usepackage{amsmath,amssymb,amsthm,mathtools,mathrsfs}
+\usepackage{graphicx,microtype,xcolor,tikz}
+\usetikzlibrary{arrows.meta,positioning,fit,calc}
+\usepackage{hyperref}
+\hypersetup{colorlinks=true,linkcolor=blue!45!black,citecolor=green!35!black,urlcolor=blue!55!black,pdftitle={Equality cases in the sharp one-dimensional matrix Lieb--Thirring inequality},pdfauthor={OpenAI}}
+\newtheorem{theorem}{Theorem}[section]
+\newtheorem{proposition}[theorem]{Proposition}
+\newtheorem{lemma}[theorem]{Lemma}
+\newtheorem{corollary}[theorem]{Corollary}
+\theoremstyle{definition}
+\newtheorem{definition}[theorem]{Definition}
+\theoremstyle{remark}
+\newtheorem{remark}[theorem]{Remark}
+\newcommand{\R}{\mathbb R}
+\newcommand{\C}{\mathbb C}
+\newcommand{\HS}{\mathrm{HS}}
+\DeclareMathOperator{\tr}{tr}
+\DeclareMathOperator{\Tr}{Tr}
+\DeclareMathOperator{\Sym}{Sym}
+\DeclareMathOperator{\sech}{sech}
+\DeclareMathOperator{\diag}{diag}
+\DeclareMathOperator{\op}{op}
+\numberwithin{equation}{section}
+\allowdisplaybreaks[2]
+\setlength{\emergencystretch}{1.5em}
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/references.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/references.tex
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@@ -0,0 +1,90 @@
+\begin{thebibliography}{99}
+\raggedright
+\bibitem{AizenmanLieb1978}
+Michael Aizenman and Elliott H. Lieb,
+\emph{On semi-classical bounds for eigenvalues of Schr\"odinger operators},
+Physics Letters A \textbf{66} (1978), no.~6, 427--429.
+\href{https://doi.org/10.1016/0375-9601(78)90385-7}{doi:10.1016/0375-9601(78)90385-7}.
+
+\bibitem{BenguriaLoss2000}
+Rafael Benguria and Michael Loss,
+\emph{A simple proof of a theorem of Laptev and Weidl},
+Mathematical Research Letters \textbf{7} (2000), no.~2--3, 195--203.
+\href{https://doi.org/10.4310/MRL.2000.v7.n2.a5}{doi:10.4310/MRL.2000.v7.n2.a5}.
+
+\bibitem{FrankGontierLewin2025}
+Rupert L. Frank, David Gontier and Mathieu Lewin,
+\emph{Optimizers for the finite-rank Lieb--Thirring inequality},
+American Journal of Mathematics \textbf{147} (2025), no.~2, 503--560.
+\href{https://doi.org/10.1353/ajm.2025.a954649}{doi:10.1353/ajm.2025.a954649}.
+
+\bibitem{HLW2000}
+Dirk Hundertmark, Ari Laptev and Timo Weidl,
+\emph{New bounds on the Lieb--Thirring constants},
+Inventiones Mathematicae \textbf{140} (2000), no.~3, 693--704.
+\href{https://doi.org/10.1007/s002220000077}{doi:10.1007/s002220000077}.
+
+\bibitem{HLT1998}
+Dirk Hundertmark, Elliott H. Lieb and Lawrence E. Thomas,
+\emph{A sharp bound for an eigenvalue moment of the one-dimensional
+Schr\"odinger operator},
+Advances in Theoretical and Mathematical Physics \textbf{2} (1998), no.~4,
+719--731.
+\href{https://doi.org/10.4310/ATMP.1998.v2.n4.a2}{doi:10.4310/ATMP.1998.v2.n4.a2}.
+
+\bibitem{Keller1961}
+Joseph B. Keller,
+\emph{Lower bounds and isoperimetric inequalities for eigenvalues of the
+Schr\"odinger equation},
+Journal of Mathematical Physics \textbf{2} (1961), no.~2, 262--266.
+\href{https://doi.org/10.1063/1.1703708}{doi:10.1063/1.1703708}.
+
+\bibitem{LaptevWeidl2000}
+Ari Laptev and Timo Weidl,
+\emph{Sharp Lieb--Thirring inequalities in high dimensions},
+Acta Mathematica \textbf{184} (2000), no.~1, 87--111.
+\href{https://doi.org/10.1007/BF02392782}{doi:10.1007/BF02392782}.
+
+\bibitem{LiebThirring1975}
+Elliott H. Lieb and Walter E. Thirring,
+\emph{Bound for the kinetic energy of fermions which proves the stability
+of matter},
+Physical Review Letters \textbf{35} (1975), no.~11, 687--689;
+erratum, \textbf{35} (1975), 1116.
+\href{https://doi.org/10.1103/PhysRevLett.35.687}{doi:10.1103/PhysRevLett.35.687}.
+
+\bibitem{LiebThirring1976}
+Elliott H. Lieb and Walter E. Thirring,
+\emph{Inequalities for the moments of the eigenvalues of the Schr\"odinger
+Hamiltonian and their relation to Sobolev inequalities},
+in \emph{Studies in Mathematical Physics: Essays in Honor of Valentine
+Bargmann}, Elliott H. Lieb, Barry Simon and Arthur S. Wightman (eds.),
+Princeton University Press, Princeton, NJ, 1976, 269--303.
+
+\bibitem{Milnor1965}
+John W. Milnor,
+\emph{Topology from the Differentiable Viewpoint},
+University Press of Virginia, Charlottesville, VA, 1965.
+
+\bibitem{MLT}
+OpenAI,
+\emph{Sharp one-dimensional Lieb--Thirring inequalities for matrix potentials},
+OpenAI Math Release preprint
+\href{https://github.com/openai/math/blob/main/preprints/Sharp-one-dimensional-Lieb-Thirring-inequalities-for-matrix-potentials-October-5-2026/sharp-matrix-lieb-thirring.pdf}{OAI:Sharp-one-dimensional-Lieb-Thirring-inequalities-for-matrix-potentials-October-5-2026},
+2026.
+
+\bibitem{ReadSchulz2026}
+Larry Read and Marvin R. Schulz,
+\emph{The sharp one-dimensional Lieb--Thirring inequality for the sum
+of eigenvalues},
+\href{https://arxiv.org/abs/2609.10478v2}{arXiv:2609.10478v2},
+September 14, 2026.
+
+\bibitem{Sard1942}
+Arthur Sard,
+\emph{The measure of the critical values of differentiable maps},
+Bulletin of the American Mathematical Society \textbf{48} (1942),
+883--890.
+\href{https://doi.org/10.1090/S0002-9904-1942-07811-6}{doi:10.1090/S0002-9904-1942-07811-6}.
+
+\end{thebibliography}
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/action.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/action.tex
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+++ b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/action.tex
@@ -0,0 +1,328 @@
+\section{An action estimate that retains the equality defects}
+\label{act:section}
+
+The finite-interval argument for the sharp inequality can also measure
+failure of its equality relations. We retain the first-order square
+and a quantitative part of the matrix trace deficit. The coefficient
+of this second defect will be independent of the number of rows. This
+uniformity allows us to exhaust an eigenvalue list before knowing that
+it is finite.
+
+The construction adapts the field, connecting paths, and action
+identity of \cite[Sections~3--6]{MLT}. Their analytic foundations are
+proved in Appendices~\ref{app:trace} and~\ref{app:paths}; the additional
+estimate below extracts operator-norm rigidity from the trace deficit.
+
+Fix positive integers $n,d$, a bounded interval
+$\Omega=(x_-,x_+)$, and
+$K=\operatorname{diag}(\ell_1,\ldots,\ell_n)$ with
+$0<\ell_i\leq\kappa$. For
+$A\in H^1_0(\Omega;\R^{n\times d})$, set $\rho=AA^{\mathsf T}$
+and define
+\begin{equation}\label{act:energy}
+ \mathcal E_K(A)=\int_\Omega
+ \bigl(\|A'\|_{\HS}^2+\tr(K^2\rho)-\tr(\rho^q)\bigr)\,dx.
+\end{equation}
+For pointwise matrix values $A\in\R^{n\times d}$ and
+$B\in\Sym_n$, put
+\begin{equation}\label{act:defect}
+ \Phi_K(A,B)=\min\left\{1,
+ \|[B,K^2]\|_{\op}^2
+ +\|K^2-B^2-(AA^{\mathsf T})^r\|_{\op}^2\right\}.
+\end{equation}
+Thus $\Phi_K=0$ expresses two algebraic relations, while
+$A'-BA=0$ is a first-order differential relation.
+
+\begin{theorem}[Quantitative finite-interval action estimate]
+\label{act:quantitative-action}
+Let $0<\sigma<1$ and $\kappa>0$. There is a constant
+$c_*=c_*(\sigma,\kappa)>0$ with the following property.
+For $n,d,\Omega,K$ as above, suppose
+$U\in H^1_0(\Omega;\R^{n\times d})$ satisfies
+\[
+ \int_\Omega UU^{\mathsf T}\,dx=I_n.
+\]
+For every $\eta>0$ there exist a real lower triangular matrix
+$C\in\R^{n\times n}$ and a path
+$B\in C^1(\overline\Omega;\Sym_n)$ such that
+\[
+ B(x_-)=K,\qquad B(x_+)=-K,\qquad
+ \sup_{x\in\overline\Omega}\|B(x)\|_{\op}\leq\kappa,
+\]
+and, for $A=CU$,
+\begin{equation}\label{act:bound}
+ \mathcal E_K(A)\geq b_\sigma\sum_{i=1}^n\ell_i^{2\gamma}
+ +\int_\Omega\left(\|A'-BA\|_{\HS}^2
+ +c_*\Phi_K(A,B)\right)\,dx-\eta.
+\end{equation}
+In particular, $c_*$ is independent of $n,d,\Omega,U$, and the
+smallest diagonal entry of $K$.
+\end{theorem}
+
+\subsection{Coercivity at the matrix-field constraint}
+
+The algebraic relations $\Phi_K(A,B)=0$ require $[B,K^2]=0$
+and $\rho=(K^2-B^2)^\sigma$. For $0<\delta\leq1$, we use a
+locally Lipschitz field $M_\delta:\Sym_n\to\Sym_n$ extending
+the commuting rule
+\[
+ M_\delta(B)=(K^2-B^2+\delta I)^\sigma-\delta^\sigma I
+ \quad\text{if }[B,K^2]=0\text{ and }K^2-B^2\geq0.
+\]
+Thus the constraint $M_\delta(B)=\rho$ is a regularized form of
+the algebraic equality relation in this case. The extension to
+arbitrary symmetric $B$ has a $C^1$ primitive
+$J_\delta:\Sym_n\to\R$ satisfying
+\begin{equation}\label{act:primitive}
+ dJ_\delta(B)[H]=-\tr(M_\delta(B)H).
+\end{equation}
+Proposition~\ref{field:properties} constructs these maps and proves
+their required properties. Along a path $B$, the derivative identity
+converts $-\tr(M_\delta(B)B')$ into the total derivative of
+$J_\delta(B)$, which will supply the boundary term in the action
+identity.
+Its endpoint difference is explicit:
+\begin{align}
+ J_\delta(-K)-J_\delta(K)
+ &=\sum_{i=1}^n\int_{-\ell_i}^{\ell_i}
+ \bigl((\ell_i^2-s^2+\delta)^\sigma-\delta^\sigma\bigr)\,ds
+ \notag\\
+ &\longrightarrow b_\sigma\sum_{i=1}^n\ell_i^{2\gamma}
+ \qquad(\delta\downarrow0).
+ \label{act:endpoints}
+\end{align}
+The limit follows by dominated convergence and
+$2\sigma+1=2\gamma$.
+
+Define the scalar function
+\begin{equation}\label{act:F}
+ F(A,B)=\tr(\rho^q)-\tr\bigl((K^2-B^2)\rho\bigr),
+ \qquad \rho=AA^{\mathsf T}.
+\end{equation}
+The following lemma bounds this nonlinear term while keeping the
+algebraic defect. The constraint in its hypothesis will later be
+enforced by a penalty.
+
+\begin{lemma}\label{act:constraint}
+The constant $c_*(\sigma,\kappa)>0$ can be chosen so that, whenever
+$0<\delta\leq1$, $\|B\|_{\op}\leq\kappa$, and
+$M_\delta(B)=AA^{\mathsf T}$, one has
+\begin{equation}\label{act:constraint-bound}
+ F(A,B)+c_*\Phi_K(A,B)\leq E_{n,\delta},
+ \qquad
+ E_{n,\delta}
+ =n\bigl(\delta\kappa^{2\sigma}
+ +\delta^\sigma(\kappa^2+\delta)\bigr)
+ +\delta^{2\sigma}.
+\end{equation}
+\end{lemma}
+
+\begin{proof}
+Write $\rho=M_\delta(B)\geq0$. Proposition~\ref{field:positive}
+gives
+\begin{equation}\label{act:positive-symbol}
+ Q_s:=s^2I-2sB+K^2\geq0\quad(s\in\R),
+ \qquad 0\leq\rho\leq\kappa^{2\sigma}I.
+\end{equation}
+Put $V=K^2-B^2+\delta I$ and $\beta=\sigma-\tfrac12$.
+With the positive normalization constant $c_\sigma$ specified in
+\eqref{trace:normalization}, define
+\begin{equation}\label{act:RN}
+ \begin{split}
+ R(t)&=\frac1\pi\int_\R
+ \bigl(Q_s+(\delta+t)I\bigr)^{-1}\,ds,\qquad t>0,\\
+ N&=c_\sigma\int_0^\infty
+ t^\beta\bigl(t^{-1/2}I-R(t)\bigr)\,dt
+ =\rho+\delta^\sigma I.
+ \end{split}
+\end{equation}
+The last identity is also part of Proposition~\ref{field:positive}.
+Since $(sI-B)^2+V=Q_s+\delta I\geq\delta I$ and $N\geq0$,
+Theorem~\ref{trace:deficit} applies. It supplies
+$L(t)=R(t)^{-1}>0$ and Hermitian matrices $Z(t)$ satisfying
+\begin{equation}\label{act:LZ}
+ V+tI=L^2+Z^2+i[B,Z],\qquad
+ LZ+ZL+i[B,L]=0,
+\end{equation}
+and the exact identity
+\begin{align}
+ \Delta&:=\tr(NV)-\tr(N^q)\notag\\
+ &=c_\sigma\int_0^\infty t^\beta
+ \left(\tr(R(t)Z(t)^2)
+ +q\bigl\|R(t)^{-1/2}
+ -R(t)^{1/2}(tI+N^r)^{1/2}\bigr\|_{\HS}^2\right)\,dt
+ \geq0.
+ \label{act:trace-deficit}
+\end{align}
+The matrices in \eqref{act:LZ} may be complex Hermitian even though
+$A$ and $B$ are real; $i$ denotes the imaginary unit.
+
+We extract a dimension-independent bound from the part of the
+integral with $1\leq t\leq2$. On this interval there are constants
+$a_\kappa,A_\kappa>0$ such that
+\begin{equation}\label{act:R-bounds}
+ a_\kappa I\leq R(t)\leq A_\kappa I.
+\end{equation}
+For the upper bound, use $Q_s\geq0$ on a bounded interval in $s$,
+and $Q_s\geq\tfrac12s^2I$ for $|s|\geq\max\{1,4\kappa\}$.
+For the lower bound, restrict the integral to $|s|\leq1$, where
+$Q_s+(\delta+t)I\leq(4+2\kappa+\kappa^2)I$.
+These estimates depend on $\kappa$ alone. Moreover
+$\|N\|_{\op}\leq\kappa^{2\sigma}+1$, so
+$H_t=(tI+N^r)^{1/2}$ and $L(t)$ are bounded in operator norm by
+constants depending only on $\sigma,\kappa$.
+
+The two integrands in \eqref{act:trace-deficit} control
+$\|Z(t)\|_{\HS}^2$ and $\|L(t)-H_t\|_{\HS}^2$:
+indeed $\tr(RZ^2)=\tr(ZRZ)$ and
+\[
+ R^{-1/2}-R^{1/2}H_t=R^{1/2}(L-H_t).
+\]
+It follows by averaging over $[1,2]$ that at some $t$ in this
+interval,
+\begin{equation}\label{act:small-squares}
+ \|Z(t)\|_{\op}+\|L(t)-H_t\|_{\op}
+ \leq C_1\sqrt\Delta,
+\end{equation}
+where $C_1$ depends only on $\sigma,\kappa$.
+When $\Delta=0$, the same conclusion follows by taking a point
+where both nonnegative integrands vanish.
+
+Suppose first that $\Delta\leq1$, and use this value of $t$.
+The first identity in \eqref{act:LZ} gives
+\[
+ V-N^r=(L^2-H_t^2)+Z^2+i[B,Z].
+\]
+The boundedness of $L,H_t,B$, together with
+\eqref{act:small-squares}, bounds the norm of this expression by
+$C_2\sqrt\Delta$. To control the commutator, the second identity
+in \eqref{act:LZ} first yields
+$\|[B,L]\|_{\op}\leq2\|L\|_{\op}\|Z\|_{\op}$.
+Then
+\[
+ [B,V]=[B,L^2]+[B,Z^2]+i[B,[B,Z]]
+\]
+has the same bound. Thus
+\begin{equation}\label{act:V-coercivity}
+ \|V-N^r\|_{\op}+\|[B,V]\|_{\op}
+ \leq C_3\sqrt\Delta.
+\end{equation}
+Here and below the constants in this proof depend only on
+$\sigma,\kappa$.
+
+The matrices $N=\rho+\delta^\sigma I$ and $\rho$ commute.
+Because $r>1$, the scalar function $y\mapsto y^r$ is Lipschitz on
+$[0,\kappa^{2\sigma}+1]$. Consequently
+\[
+ \|N^r-\rho^r\|_{\op}\leq C_4\delta^\sigma.
+\]
+Since $[B,V]=[B,K^2]$ and $\delta\leq\delta^\sigma$,
+\eqref{act:V-coercivity} implies
+\[
+ \|[B,K^2]\|_{\op}^2
+ +\|K^2-B^2-\rho^r\|_{\op}^2
+ \leq C_5(\Delta+\delta^{2\sigma}).
+\]
+Choose $c_*>0$ sufficiently small, also with $c_*\leq1$.
+For $\Delta\leq1$ the preceding estimate gives
+\begin{equation}\label{act:coercivity}
+ c_*\Phi_K(A,B)\leq\Delta+\delta^{2\sigma}.
+\end{equation}
+For $\Delta>1$ this follows directly from $\Phi_K\leq1$.
+This proves the required uniform control of the algebraic defect.
+
+It remains to relate $\Delta$ to $F$. Expanding $N$ and $V$ gives
+\[
+ F(A,B)=-\Delta+\tr(\rho^q)-\tr(N^q)
+ +\delta\tr\rho+\delta^\sigma\tr V.
+\]
+The first two powers are ordered because $N=\rho+\delta^\sigma I$.
+Also $\tr\rho\leq n\kappa^{2\sigma}$ and
+$V\leq(\kappa^2+\delta)I$. Adding \eqref{act:coercivity} now
+proves \eqref{act:constraint-bound}.
+\end{proof}
+
+\subsection{The action identity and the penalty limit}
+
+\begin{proof}[Proof of Theorem~\ref{act:quantitative-action}]
+Fix $0<\delta\leq1$. Proposition~\ref{path:connecting} supplies,
+for every $0<\varepsilon\leq1$, a lower triangular matrix
+$C_\varepsilon$ and a path $B_\varepsilon$ with the prescribed
+endpoints and operator-norm bound such that, for
+$A_\varepsilon=C_\varepsilon U$,
+\begin{equation}\label{act:path}
+ \varepsilon B_\varepsilon'
+ =M_\delta(B_\varepsilon)
+ -A_\varepsilon A_\varepsilon^{\mathsf T}.
+\end{equation}
+For fixed $\delta,K,\Omega,U$, the matrices $C_\varepsilon$ are
+bounded uniformly in $0<\varepsilon\leq1$.
+
+Temporarily suppress the subscript $\varepsilon$ and write
+\[
+ u_\delta(A,B)
+ =\|M_\delta(B)-AA^{\mathsf T}\|_{\HS}^2.
+\]
+Since $A\in H^1_0$ and $B\in C^1$, the product and chain rules
+for absolutely continuous functions, \eqref{act:primitive}, and
+\eqref{act:path} yield almost everywhere
+\begin{align*}
+ \bigl(J_\delta(B)+\tr(A^{\mathsf T}BA)\bigr)'
+ &=2\tr((A')^{\mathsf T}BA)
+ -\tr\bigl((M_\delta(B)-AA^{\mathsf T})B'\bigr)\\
+ &=2\tr((A')^{\mathsf T}BA)-\varepsilon^{-1}u_\delta(A,B).
+\end{align*}
+Complete the square in the action and integrate this identity.
+Because $A$ vanishes at both endpoints, the result is the exact
+formula
+\begin{align}
+ \mathcal E_K(A)
+ &=J_\delta(-K)-J_\delta(K)\notag\\
+ &\quad+\int_\Omega\left(
+ \|A'-BA\|_{\HS}^2-F(A,B)
+ +\varepsilon^{-1}u_\delta(A,B)\right)\,dx.
+ \label{act:identity}
+\end{align}
+
+We now use the penalty to pass from the constraint estimate in
+Lemma~\ref{act:constraint} to all matrix values on these paths.
+The continuous representative of $U$ is bounded on
+$\overline\Omega$. The uniform bound on $C_\varepsilon$ and the
+bound $\|B_\varepsilon\|_{\op}\leq\kappa$ therefore place all pairs
+$(A_\varepsilon(x),B_\varepsilon(x))$ in one compact set
+$\mathcal K_\delta\subset\R^{n\times d}\times\Sym_n$ on which
+$\|B\|_{\op}\leq\kappa$. On this set $F$, $\Phi_K$, and
+$u_\delta$ are continuous. Lemma~\ref{act:constraint} implies
+\begin{equation}\label{act:penalty}
+ \limsup_{\varepsilon\downarrow0}
+ \sup_{(A,B)\in\mathcal K_\delta}
+ \bigl(F(A,B)+c_*\Phi_K(A,B)-\varepsilon^{-1}u_\delta(A,B)\bigr)
+ \leq E_{n,\delta}.
+\end{equation}
+Indeed, if the left side exceeded $E_{n,\delta}$, some sequence
+$\varepsilon_j\downarrow0$ and corresponding pairs in the compact
+set would make the expression at least $E_{n,\delta}+\tau$ for
+some $\tau>0$. Boundedness of $F+c_*\Phi_K$ would force
+$u_\delta=O(\varepsilon_j)$ along that sequence. A convergent
+subsequence would then give a limiting pair with $u_\delta=0$ and
+$F+c_*\Phi_K\geq E_{n,\delta}+\tau$, contradicting
+Lemma~\ref{act:constraint}.
+
+For any $\tau>0$, choose $\varepsilon$ small enough that the
+supremum in \eqref{act:penalty} is at most $E_{n,\delta}+\tau$.
+Substitution into \eqref{act:identity} gives
+\begin{align*}
+ \mathcal E_K(A_\varepsilon)
+ \geq{}&J_\delta(-K)-J_\delta(K)
+ -|\Omega|(E_{n,\delta}+\tau)\\
+ &+\int_\Omega\left(\|A_\varepsilon'-B_\varepsilon A_\varepsilon\|_{\HS}^2
+ +c_*\Phi_K(A_\varepsilon,B_\varepsilon)\right)\,dx.
+\end{align*}
+Finally, first choose $\delta>0$ so small that the endpoint error
+in \eqref{act:endpoints} and $|\Omega|E_{n,\delta}$ together are
+less than $\eta/2$. Next choose $\tau>0$ with
+$|\Omega|\tau<\eta/2$, and then choose the required $\varepsilon$.
+These choices prove \eqref{act:bound}. All compactness arguments
+were made after fixing $\delta$; no bound uniform in $\delta$ is
+needed.
+\end{proof}
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/appendix-paths.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/appendix-paths.tex
new file mode 100644
index 0000000000000000000000000000000000000000..00a762b7d3427136e0cb65841936260cb6d0abca
--- /dev/null
+++ b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/appendix-paths.tex
@@ -0,0 +1,465 @@
+\section{The regularized field and connecting paths}
+\label{app:paths}
+
+The finite-interval action argument requires a symmetric matrix path
+from $K$ to $-K$ whose derivative measures the difference between a
+matrix field and $AA^{\mathsf T}$. We construct both the field and the
+path here. These are the constructions of \cite[Sections~4--5]{MLT};
+we include their proofs to make the analytic input to the equality
+argument self-contained. The positivity statement below also
+identifies the resolvent to which Theorem~\ref{trace:deficit} applies.
+
+Throughout this appendix,
+$K=\operatorname{diag}(k_1,\ldots,k_n)$ with $k_i>0$,
+$\kappa=\max_i k_i$, and $\Sym_n$ denotes the real symmetric matrices.
+We use $\beta=\sigma-\tfrac12$ and the constant $c_\sigma$ from
+\eqref{trace:normalization}.
+
+\subsection{A field with a scalar boundary integral}
+
+For $\delta>0$, define on $y\geq0$
+\begin{equation}\label{field:f}
+ f_\delta(y)=\frac{c_\sigma}{\pi}\int_0^\infty t^\beta
+ \left(\frac1{t+\delta}-\frac1{t+\delta+y}\right)\,dt,
+\end{equation}
+and extend to $y<0$ by the tangent line $f_\delta'(0)y$.
+The resulting function is $C^1$, strictly increasing, and concave.
+Indeed, for $y\geq0$,
+\begin{equation}\label{field:f-derivative}
+ f_\delta'(y)=a_\sigma(y+\delta)^{\beta-1},
+ \qquad
+ a_\sigma=\frac{c_\sigma}{\pi}
+ \int_0^\infty\frac{u^\beta}{(1+u)^2}\,du>0.
+\end{equation}
+Both integrals converge since $-\tfrac12<\beta<\tfrac12$.
+The extension allows the functional calculus below even when its
+matrix argument has negative eigenvalues.
+
+Set
+\begin{equation}\label{field:definition}
+ \begin{split}
+ Q_s(B)&=s^2I-2sB+K^2,\\
+ M_\delta(B)&=\lim_{R\to\infty}\int_{-R}^{R}
+ \bigl(f_\delta(Q_s(B))-f_\delta(s^2)I\bigr)\,ds,
+ \qquad B\in\Sym_n,
+ \end{split}
+\end{equation}
+where the symmetric cutoff cancels the leading term
+$-2s f_\delta'(s^2)B$, which is odd in $s$.
+The scalar counterpart is
+\begin{equation}\label{field:mu}
+ \mu_\delta(z)=\int_\R
+ \bigl(f_\delta(s^2+z)-f_\delta(s^2)\bigr)\,ds,
+ \qquad z\in\R.
+\end{equation}
+
+\begin{proposition}[Regularized field]\label{field:properties}
+The limit in \eqref{field:definition} exists locally uniformly, and
+$M_\delta:\Sym_n\to\Sym_n$ is locally Lipschitz. There is a
+$C^1$ function $J_\delta:\Sym_n\to\R$, normalized by
+$J_\delta(0)=0$, such that
+\begin{equation}\label{field:primitive}
+ dJ_\delta(B)[H]=-\tr(M_\delta(B)H).
+\end{equation}
+The scalar function $\mu_\delta$ is locally Lipschitz and strictly
+increasing, with $\mu_\delta(0)=0$, and
+\begin{equation}\label{field:mu-positive}
+ \mu_\delta(z)=(z+\delta)^\sigma-\delta^\sigma
+ \qquad(z\geq0).
+\end{equation}
+For every real unit vector $e$, and for every standard basis vector
+$e_i$, respectively,
+\begin{align}
+ e^{\mathsf T}M_\delta(B)e
+ &\leq\mu_\delta\bigl(e^{\mathsf T}K^2e
+ -(e^{\mathsf T}Be)^2\bigr),
+ \label{field:direction}\\
+ Be_i=ye_i\quad&\Longrightarrow\quad
+ M_\delta(B)e_i=\mu_\delta(k_i^2-y^2)e_i.
+ \label{field:coordinate}
+\end{align}
+For each diagonal sign matrix $S$,
+\begin{equation}\label{field:equivariance}
+ M_\delta(SBS)=SM_\delta(B)S.
+\end{equation}
+Finally,
+\begin{equation}\label{field:endpoints}
+ \begin{split}
+ J_\delta(-K)-J_\delta(K)
+ &=\sum_{i=1}^n\int_{-k_i}^{k_i}\mu_\delta(k_i^2-s^2)\,ds\\
+ &\longrightarrow b_\sigma\sum_{i=1}^n k_i^{2\sigma+1}
+ \qquad(\delta\downarrow0).
+ \end{split}
+\end{equation}
+\end{proposition}
+
+\begin{proof}
+We first justify the matrix integral, including its local Lipschitz
+dependence. If a scalar function $h$ is Lipschitz on an interval
+containing the spectra of Hermitian matrices $X,Y$, then
+\begin{equation}\label{field:HS-calculus}
+ \|h(X)-h(Y)\|_{\HS}\leq\operatorname{Lip}(h)\|X-Y\|_{\HS}.
+\end{equation}
+To see this, use eigenbases $e_i$ of $X$ and $v_j$ of $Y$.
+The mixed matrix entries of the two differences are
+$(h(\lambda_i)-h(\nu_j))\langle e_i,v_j\rangle$ and
+$(\lambda_i-\nu_j)\langle e_i,v_j\rangle$; square the scalar
+Lipschitz inequality and sum over $i,j$.
+
+On a bounded set of $B$'s the spectrum of
+$E_s(B)=-2sB+K^2$ is contained in $[-a|s|,a|s|]$ for all sufficiently
+large $|s|$. For
+\[
+ h_s(y)=f_\delta(s^2+y)-f_\delta(s^2)-f_\delta'(s^2)y,
+\]
+Equation~\eqref{field:f-derivative} gives
+$\sup_{|y|\leq a|s|}|h_s'(y)|=O(|s|^{2\beta-3})$.
+It follows from \eqref{field:HS-calculus} that
+\[
+ f_\delta(Q_s(B))-f_\delta(s^2)I
+ =-2s f_\delta'(s^2)B+T_s(B),
+\]
+where both $\|T_s(B)\|_{\HS}$ and the local Lipschitz constant of
+$T_s$ are $O(|s|^{2\beta-2})$. For the first bound, include
+$f_\delta'(s^2)K^2$ in $T_s$; for the second, apply
+\eqref{field:HS-calculus} to $h_s(E_s(B))$ and use
+$E_s(B_1)-E_s(B_2)=-2s(B_1-B_2)$.
+Because $2\beta-2<-1$, these remainders are integrable at infinity.
+The odd term cancels at each symmetric cutoff. On bounded
+$s$-intervals, \eqref{field:HS-calculus} applies directly to
+$f_\delta$. This proves the asserted convergence and regularity.
+
+For the primitive, choose a scalar antiderivative
+$g_\delta'=f_\delta$. Trace differentiation gives
+$d\tr(g_\delta(X))[H]=\tr(f_\delta(X)H)$.
+This formula follows for polynomials by cyclicity and for
+$g_\delta$ by approximation in $C^1$ on compact spectral intervals.
+For $s\ne0$, the function
+\[
+ B\longmapsto
+ \frac{\tr(g_\delta(Q_s(B))-g_\delta(K^2))}{2s}
+ +f_\delta(s^2)\tr B
+\]
+has differential
+$-\tr((f_\delta(Q_s(B))-f_\delta(s^2)I)H)$.
+At $s=0$ that differential is constant in $B$ and also has a
+primitive. Thus the negative of every finite-cutoff field has
+zero integral around each closed piecewise smooth curve in
+$\Sym_n$. Local uniform convergence passes this property to
+$-M_\delta$. Path integration, starting at zero, defines
+$J_\delta$ and proves \eqref{field:primitive}.
+
+For bounded $z$, the integrand in \eqref{field:mu} and its
+Lipschitz constant in $z$ are $O(|s|^{2\beta-2})$ at infinity.
+This proves absolute convergence and local Lipschitz continuity
+of $\mu_\delta$. Strict increase and $\mu_\delta(0)=0$ follow
+from the same properties of $f_\delta$. For $z\geq0$,
+Tonelli's theorem applied to \eqref{field:f} gives
+\[
+ \mu_\delta(z)=c_\sigma\int_0^\infty t^\beta
+ \bigl((t+\delta)^{-1/2}-(t+\delta+z)^{-1/2}\bigr)\,dt.
+\]
+The normalization \eqref{trace:normalization}, after scaling,
+evaluates this as \eqref{field:mu-positive}.
+
+Translations in the variable $s$ remain legitimate with a
+symmetric cutoff. More precisely, for fixed $a,z\in\R$,
+\begin{equation}\label{field:shift}
+ \lim_{R\to\infty}\int_{-R}^{R}
+ \bigl(f_\delta((s-a)^2+z)-f_\delta(s^2)\bigr)\,ds
+ =\mu_\delta(z).
+\end{equation}
+Indeed $F_z(s)=f_\delta(s^2+z)$ is even and
+$F_z'(s)=O(|s|^{2\beta-1})\to0$ at infinity. Pairing the two
+short intervals produced by a translation bounds the difference
+between the shifted and unshifted cutoff integrals by
+\[
+ |a|^2\sup_{R-|a|\leq u\leq R+|a|}|F_z'(u)|,
+\]
+which tends to zero.
+
+Scalar concavity in an eigenbasis of $Q_s(B)$ now gives
+\[
+ e^{\mathsf T}f_\delta(Q_s(B))e
+ \leq f_\delta(e^{\mathsf T}Q_s(B)e).
+\]
+The scalar argument on the right is
+$(s-e^{\mathsf T}Be)^2+e^{\mathsf T}K^2e-(e^{\mathsf T}Be)^2$.
+Integration and \eqref{field:shift} prove \eqref{field:direction}.
+If $Be_i=ye_i$, functional calculus gives equality in the
+corresponding coordinate, proving \eqref{field:coordinate}.
+Since $SK^2S=K^2$, conjugation inside the defining integral proves
+\eqref{field:equivariance}.
+
+On diagonal matrices, \eqref{field:primitive} and
+\eqref{field:coordinate} read
+\[
+ dJ_\delta(\operatorname{diag}(b_1,\ldots,b_n))
+ =-\sum_i\mu_\delta(k_i^2-b_i^2)\,db_i.
+\]
+Integrating from $K$ to $-K$ gives the first equality in
+\eqref{field:endpoints}. For $z\geq0$,
+$0\leq\mu_\delta(z)\leq z^\sigma$ and
+$\mu_\delta(z)\to z^\sigma$. Dominated convergence and the
+substitution $s=k_i u$ give its stated limit.
+\end{proof}
+
+The field is defined on all symmetric matrices, but the action
+argument compares it with a positive matrix $AA^{\mathsf T}$.
+At such values its directional bound forces positivity of the
+entire quadratic symbol $Q_s(B)$. This is the condition needed
+for the trace deficit formula.
+
+\begin{proposition}[Positive values of the field]\label{field:positive}
+If $M=M_\delta(B)\geq0$, then
+\begin{equation}\label{field:positive-bounds}
+ Q_s(B)\geq0\quad(s\in\R),\qquad
+ 0\leq M\leq\kappa^{2\sigma}I.
+\end{equation}
+Set $V=K^2-B^2+\delta I$ and use $B,V$ in
+\eqref{trace:resolvents} and \eqref{trace:N}. Then the symbol
+$(sI-B)^2+V=Q_s(B)+\delta I$ is bounded below by $\delta I$, and
+\begin{equation}\label{field:N}
+ N=M+\delta^\sigma I.
+\end{equation}
+In particular, the hypotheses of Theorem~\ref{trace:deficit} hold.
+\end{proposition}
+
+\begin{proof}
+By \eqref{field:direction}, positivity of $M$ and strict increase
+of $\mu_\delta$ imply
+$e^{\mathsf T}K^2e\geq(e^{\mathsf T}Be)^2$ for every real unit
+vector $e$. Completing the scalar square gives
+\[
+ e^{\mathsf T}Q_s(B)e=(s-e^{\mathsf T}Be)^2
+ +e^{\mathsf T}K^2e-(e^{\mathsf T}Be)^2\geq0.
+\]
+Thus $Q_s(B)\geq0$, also as a Hermitian matrix on $\C^n$.
+Moreover, \eqref{field:direction} gives
+$M\leq\mu_\delta(\kappa^2)I\leq\kappa^{2\sigma}I$, using
+$(a+b)^\sigma\leq a^\sigma+b^\sigma$.
+
+Write $Y_s=(sI-B)^2$. Diagonalization of $B$ and
+\eqref{field:shift} allow replacement of the scalar subtraction
+$f_\delta(s^2)I$ in \eqref{field:definition} by $f_\delta(Y_s)$.
+Since both $Q_s(B)$ and $Y_s$ are positive, their difference under
+$f_\delta$ is, by \eqref{field:f},
+\[
+ \frac{c_\sigma}{\pi}\int_0^\infty t^\beta
+ \left((Y_s+(t+\delta)I)^{-1}
+ -(Q_s(B)+(t+\delta)I)^{-1}\right)\,dt.
+\]
+For fixed $B,\delta$, both matrices being inverted are bounded
+below by $c(1+t+s^2)I$. Their difference is $K^2-B^2$, so the
+resolvent identity bounds the norm of the integrand by
+$C t^\beta(1+t+s^2)^{-2}$. Integrating first in $s$ yields
+$C't^\beta(1+t)^{-3/2}$, which is integrable on $(0,\infty)$.
+Fubini's theorem is therefore applicable and gives
+\[
+ M=c_\sigma\int_0^\infty t^\beta
+ \bigl((t+\delta)^{-1/2}I-R(t)\bigr)\,dt.
+\]
+Subtracting this expression from \eqref{trace:N} and scaling
+\eqref{trace:normalization} gives \eqref{field:N}.
+\end{proof}
+
+\subsection{Choosing the lower triangular coefficient matrix}
+
+Let $\mathcal L_n$ be the real lower triangular $n\times n$
+matrices. Their dimension equals that of $\Sym_n$. This dimension
+match allows us to prescribe a symmetric terminal value by choosing
+$C\in\mathcal L_n$. At a simple initial problem there is one choice
+up to signs of the rows. Continuation preserves the parity of this
+number, and hence produces the required terminal value.
+
+\begin{proposition}[Connecting path]\label{path:connecting}
+Let $\Omega=(x_-,x_+)$ be bounded and let
+$U\in H^1_0(\Omega;\R^{n\times d})$, where $n,d\geq1$, satisfy
+\[
+ \int_\Omega UU^{\mathsf T}\,dx=I_n.
+\]
+For every $\delta,\varepsilon>0$ there are
+$C_\varepsilon\in\mathcal L_n$ and
+$B_\varepsilon\in C^1(\overline\Omega;\Sym_n)$ such that, with
+$A_\varepsilon=C_\varepsilon U$,
+\begin{equation}\label{path:ode}
+ \varepsilon B_\varepsilon'
+ =M_\delta(B_\varepsilon)-A_\varepsilon A_\varepsilon^{\mathsf T},
+ \qquad B_\varepsilon(x_-)=K,\quad B_\varepsilon(x_+)=-K.
+\end{equation}
+They satisfy
+\begin{equation}\label{path:bounds}
+ \sup_{x\in\overline\Omega}\|B_\varepsilon(x)\|_{\op}\leq\kappa,
+ \qquad
+ \sup_{0<\varepsilon\leq1}\|C_\varepsilon\|_{\HS}<\infty,
+\end{equation}
+where the second bound is for fixed $\delta,K,\Omega$.
+\end{proposition}
+
+\begin{proof}
+Use the continuous representative of $U$. Choose a smooth,
+nonnegative, compactly supported cutoff $\chi$ on $\Sym_n$, equal
+to one on $\{B:\|B\|_{\op}\leq\kappa\}$ and invariant under
+conjugation by diagonal sign matrices. Averaging a cutoff over
+the finite sign group produces such a function. The truncated
+field $\widehat M=\chi M_\delta$ is bounded and globally Lipschitz.
+
+Fix $\varepsilon>0$. For $C\in\mathcal L_n$ and
+$\theta\in[0,1]$, the equation
+\begin{equation}\label{path:homotopy}
+ \varepsilon B'=\theta\widehat M(B)-(CU)(CU)^{\mathsf T},
+ \qquad B(x_-)=K
+\end{equation}
+has a unique $C^1$ solution on $\overline\Omega$. Define the
+continuous endpoint map
+\[
+ \Phi(C,\theta)=B(x_+)+K\in\Sym_n.
+\]
+Let $\mathcal G$ be the group of diagonal sign matrices, acting
+by $C\mapsto SC$ on $\mathcal L_n$ and by conjugation on
+$\Sym_n$. Equivariance of the field and uniqueness of the ODE give
+\begin{equation}\label{path:equivariance}
+ \Phi(SC,\theta)=S\Phi(C,\theta)S.
+\end{equation}
+
+We record the three facts needed for continuation: compactness
+of the zero set, freeness of the sign action there, and one regular
+orbit of zeros at $\theta=0$.
+At a zero, integration of \eqref{path:homotopy} gives
+\begin{equation}\label{path:C-identity}
+ CC^{\mathsf T}=2\varepsilon K
+ +\theta\int_\Omega\widehat M(B(x))\,dx.
+\end{equation}
+Consequently all zeros lie in a bounded set, and their joint set
+in $\mathcal L_n\times[0,1]$ is compact. For
+$0<\varepsilon\leq1$, this calculation gives the uniform bound
+\begin{equation}\label{path:C-bound}
+ \|C\|_{\HS}^2\leq2\tr K
+ +n|\Omega|\sup_{B\in\Sym_n}\|\widehat M(B)\|_{\op}.
+\end{equation}
+
+No row of $C$ can vanish at a zero. Otherwise the reflection
+changing only row $i$ would fix $C$; ODE uniqueness and
+\eqref{path:equivariance} would force $Be_i=y e_i$ throughout the
+interval. Equation~\eqref{field:coordinate} would then give
+\[
+ \varepsilon y'=\theta\chi(B(x))\mu_\delta(k_i^2-y^2),
+ \qquad y(x_-)=k_i.
+\]
+The coefficient $\chi(B(x))$ is continuous and the right side
+is locally Lipschitz in $y$. Uniqueness forces $y\equiv k_i$,
+contradicting $y(x_+)=-k_i$. Thus the action of $\mathcal G$
+on the zero set is free.
+
+At $\theta=0$ one has
+\begin{equation}\label{path:initial-map}
+ \Phi(C,0)=2K-\varepsilon^{-1}CC^{\mathsf T}.
+\end{equation}
+Its lower triangular zeros are exactly
+$C=\operatorname{diag}(d_1,\ldots,d_n)$ with
+$d_i=\pm\sqrt{2\varepsilon k_i}$. Indeed, the first row of
+$CC^{\mathsf T}=2\varepsilon K$ fixes $|d_1|$ and forces all
+other entries of the first column to vanish, and induction does
+the same for subsequent columns. These $2^n$ zeros form one
+sign orbit. At each, the derivative in a lower triangular
+direction $H$ has diagonal entries
+$-2\varepsilon^{-1}d_i H_{ii}$ and lower off-diagonal entries
+$-\varepsilon^{-1}d_j H_{ij}$ for $i>j$. It is therefore an
+isomorphism $\mathcal L_n\to\Sym_n$.
+
+We next justify the continuation using only smooth approximation
+and the regular-value argument for parity
+\cite[Sections~2--4]{Milnor1965}. Suppose there were no zero at
+$\theta=1$. Compactness and freeness give a bounded invariant
+open set $O\subset\mathcal L_n$ containing the projection of
+every zero, whose closure lies where all rows are nonzero.
+There is a positive lower bound for $\|\Phi\|_{\HS}$ on
+\begin{equation}\label{path:gap-set}
+ (\partial O\times[0,1])\ \cup\ (\overline O\times\{1\}).
+\end{equation}
+Reparametrize $\theta$ by a smooth map equal to zero near zero
+and equal to one at one. The resulting map $F$ agrees with
+\eqref{path:initial-map} on an initial collar and retains the gap
+on \eqref{path:gap-set}.
+
+Extend $F$ constantly beyond the two ends of the parameter
+interval, smooth by convolution, and splice to
+\eqref{path:initial-map} in a smaller initial collar.
+Averaging the approximation $\Psi_0$ in the form
+\[
+ \Psi(C,\theta)=\frac1{|\mathcal G|}
+ \sum_{S\in\mathcal G}S\Psi_0(SC,\theta)S
+\]
+gives a smooth equivariant approximation $\Psi$ that still equals
+the initial map on that collar. It can be made uniformly close
+enough on $\overline O\times[0,1]$ to preserve the positive gap.
+
+Freeness permits an equivariant perturbation with arbitrary target
+directions. At each $C_0\in\overline O$, choose a ball whose
+distinct sign translates are disjoint, and a smooth bump $b$
+supported in this ball with $b(C_0)=1$. For $H\in\Sym_n$ the map
+\[
+ V_H(C)=\sum_{S\in\mathcal G}b(SC)SHS
+\]
+is equivariant and satisfies $V_H(C_0)=H$.
+Choose a basis of target matrices and then a finite collection of
+such neighborhoods covering $\overline O$. This gives finitely
+many smooth equivariant maps $V_1,\ldots,V_N$ whose values span
+$\Sym_n$ at every point of $\overline O$.
+
+Let $h\geq0$ be smooth, vanish near zero, and be positive outside
+the collar where $\Psi$ is the initial map. Choose it so that
+every zero of $h$ lies within that collar, and set
+\[
+ \Psi_\alpha(C,\theta)
+ =\Psi(C,\theta)+h(\theta)\sum_{j=1}^{N}\alpha_jV_j(C).
+\]
+For $\alpha$ in a sufficiently small open ball, the gap on
+\eqref{path:gap-set} persists. At a zero of this family with
+$0<\theta<1$, its full differential in $(C,\theta,\alpha)$
+is onto: when $h(\theta)>0$ the parameter directions span the
+target, and when $h(\theta)=0$ the derivative in $C$ is the
+isomorphism computed for \eqref{path:initial-map}.
+Its interior zero set is consequently a smooth manifold.
+Sard's theorem \cite{Sard1942}, applied to projection of this
+manifold onto the parameter ball, gives arbitrarily small
+$\alpha$ for which zero is a regular value of
+$(C,\theta)\mapsto\Psi_\alpha(C,\theta)$.
+For completeness, if the full derivative is $(L_1,L_2)$ in
+the $(C,\theta)$ and $\alpha$ directions, regularity of that
+projection means that each $w$ admits $v$ with
+$L_1v+L_2w=0$. Hence $\operatorname{ran}L_2\subset
+\operatorname{ran}L_1$, and surjectivity of $(L_1,L_2)$ implies
+surjectivity of $L_1$.
+
+For such an $\alpha$, the zero set in $O\times[0,1]$ is a
+compact smooth one-dimensional manifold with boundary. The gap
+excludes boundary zeros except at $\theta=0$, where the initial
+collar gives exactly the $2^n$ regular zeros above. The free
+sign action has a quotient that is again a compact
+one-dimensional manifold with boundary: a neighborhood disjoint
+from its nontrivial translates supplies the local interval or
+half-interval chart. All $2^n$ boundary points form one orbit,
+so the quotient has exactly one boundary point. This is
+impossible, since a compact one-dimensional manifold is a finite
+union of circles and closed intervals. Therefore the original
+map $\Phi(\cdot,1)$ has a zero.
+
+It remains to remove the cutoff. For the path at this zero and
+any fixed real unit vector $e$, put $y=e^{\mathsf T}Be$.
+Whenever $|y|>\kappa$, Equation~\eqref{field:direction} yields
+\[
+ e^{\mathsf T}M_\delta(B)e
+ \leq\mu_\delta(e^{\mathsf T}K^2e-y^2)<0.
+\]
+Since $\chi\geq0$ and $(CU)(CU)^{\mathsf T}\geq0$, the ODE
+implies $y'\leq0$ there. Both endpoint values lie in
+$[-\kappa,\kappa]$. An excursion above $\kappa$ cannot start
+from $\kappa$ while $y$ is nonincreasing; an excursion below
+$-\kappa$ cannot return to $-\kappa$ while $y$ is nonincreasing.
+The two endpoint conditions therefore rule out both excursions.
+This holds for every $e$, so $\|B(x)\|_{\op}\leq\kappa$.
+Consequently $\chi(B)=1$, giving \eqref{path:ode}, and
+\eqref{path:C-bound} supplies the remaining assertion in
+\eqref{path:bounds}.
+\end{proof}
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/appendix-trace.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/appendix-trace.tex
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+\section{The exact integrated trace deficit}\label{app:trace}
+
+The matrix comparison needed in the action argument has an exact
+remainder. We give the proof from \cite[Section~3]{MLT}, retaining
+both nonnegative terms. Together they control the commutator and
+the algebraic equality relation used in the action argument.
+Throughout this appendix, $0<\sigma<1$, $\beta=\sigma-\tfrac12$, and
+$r=1/\sigma$, $p=1+\sigma$, $q=1+r$.
+Define $c_\sigma>0$ by
+\begin{equation}\label{trace:normalization}
+ c_\sigma^{-1}
+ =\int_0^\infty t^\beta
+ \bigl(t^{-1/2}-(t+1)^{-1/2}\bigr)\,dt.
+\end{equation}
+The integrand is $O(t^{\sigma-1})$ at zero and
+$O(t^{\sigma-2})$ at infinity. Scaling therefore gives
+\begin{equation}\label{trace:scaling}
+ c_\sigma\int_0^\infty t^\beta
+ \bigl(t^{-1/2}-(t+y)^{-1/2}\bigr)\,dt=y^\sigma,
+ \qquad y\geq0.
+\end{equation}
+
+\begin{theorem}[Exact trace deficit]\label{trace:deficit}
+Let $n\geq1$ and let $B,V\in\C^{n\times n}$ be Hermitian.
+Suppose that
+\begin{equation}\label{trace:symbol}
+ Y_s=(sI-B)^2,\qquad X_s=Y_s+V\geq bI
+ \quad(s\in\R)
+\end{equation}
+for some $b>0$. Set
+\begin{equation}\label{trace:resolvents}
+ R(t)=\frac1\pi\int_\R(X_s+tI)^{-1}\,ds,
+ \qquad P(t)=t^{-1/2}I-R(t),\qquad t>0,
+\end{equation}
+and
+\begin{equation}\label{trace:N}
+ N=c_\sigma\int_0^\infty t^\beta P(t)\,dt.
+\end{equation}
+These integrals converge absolutely in matrix norm, and $R(t)>0$.
+There are continuous Hermitian matrices $L(t)=R(t)^{-1}>0$ and
+$Z(t)$ satisfying
+\begin{equation}\label{trace:LZ}
+ V+tI=L^2+Z^2+i[B,Z],\qquad
+ LZ+ZL+i[B,L]=0.
+\end{equation}
+If $N\geq0$, then
+\begin{equation}\label{trace:deficit-identity}
+ \begin{split}
+ \tr(NV)-\tr(N^q)
+ =c_\sigma\int_0^\infty t^\beta\Bigl(
+ \tr(RZ^2)
+ +q\bigl\|R^{-1/2}-R^{1/2}(tI+N^r)^{1/2}\bigr\|_{\HS}^2
+ \Bigr)\,dt.
+ \end{split}
+\end{equation}
+In particular, $\tr(NV)\geq\tr(N^q)$.
+\end{theorem}
+
+The hypothesis concerns the full symbol $X_s$; the perturbation
+$V$ itself need not be positive. The proof first recovers $L$ and
+$Z$ from solutions on the two half-lines, then evaluates a logarithmic
+integral, and finally completes a matrix square.
+
+\subsection{Half-line boundary maps}
+
+Quadratic growth in $s$, together with \eqref{trace:symbol}, gives
+an integrable bound for $X_s^{-1}$. Hence $R(t)>0$ and
+$R(t)=O(1)$ as $t\downarrow0$. Diagonalization of $B$ gives
+\[
+ \frac1\pi\int_\R(Y_s+tI)^{-1}\,ds=t^{-1/2}I.
+\]
+For $t\geq1$, both $X_s+tI$ and $Y_s+tI$ dominate
+$c(s^2+t)I$, with $c>0$ independent of $s,t$.
+The resolvent identity bounds their inverse difference by
+$C(s^2+t)^{-2}$, and therefore
+\begin{equation}\label{trace:P-bounds}
+ \|P(t)\|_{\op}=
+ \begin{cases}
+ O(t^{-1/2}),&t\downarrow0,\\
+ O(t^{-3/2}),&t\to\infty.
+ \end{cases}
+\end{equation}
+These bounds prove the asserted convergence of $N$.
+
+Fix $t>0$ and put $\nabla=\partial_x-iB$. We shall use the
+equation
+\begin{equation}\label{trace:ode}
+ (-\nabla^2+V+tI)\psi=0.
+\end{equation}
+Matrix Riccati equations also appear in the commutation method for
+Schr\"odinger inequalities \cite{BenguriaLoss2000}. Here their role
+is to compute the integrated resolvent through boundary data.
+
+For each $v\in\C^n$ there is a unique $H^1$ solution of
+\eqref{trace:ode} on either half-line with $\psi(0)=v$.
+Indeed, the sesquilinear form
+\[
+ a_t(\phi,\psi)=\int
+ \bigl(\langle\nabla\phi,\nabla\psi\rangle
+ +\langle\phi,(V+tI)\psi\rangle\bigr)\,dx,
+\]
+with inner products linear in the second variable, is coercive on
+$H^1(\R;\C^n)$: its Fourier symbol $X_s+tI$ dominates
+$c_t(1+s^2)I$. Zero extension gives coercivity on the trace-zero
+subspace of either half-line. Correcting any $H^1$ extension of
+$v$ by the Riesz representation theorem gives the unique weak
+solution. The equation implies $\psi''\in L^2$, so this solution
+lies in $H^2$; both $\psi$ and $\psi'$ vanish at the infinite end.
+
+Define the right and left boundary matrices $S,T$ by
+\begin{equation}\label{trace:boundary}
+ \nabla\psi(0+)=-Sv,\qquad \nabla\psi(0-)=Tv.
+\end{equation}
+Integration by parts gives
+$a_t(\psi_v,\psi_w)=\langle v,Sw\rangle$ on the right and
+$a_t(\psi_v,\psi_w)=\langle v,Tw\rangle$ on the left. Thus
+$S,T$ are Hermitian. Translation and uniqueness show that
+$\nabla\psi=-S\psi$ throughout the right half-line and
+$\nabla\psi=T\psi$ throughout the left half-line.
+Substituting these relations into \eqref{trace:ode}, and allowing
+arbitrary boundary data, gives
+\begin{equation}\label{trace:riccati}
+ V+tI=S^2+i[B,S]=T^2-i[B,T].
+\end{equation}
+
+Glue the two solutions with boundary value $v$ at zero.
+The resulting continuous function has derivative jump
+$-(S+T)v$, and hence satisfies
+\[
+ (-\nabla^2+V+tI)\psi=\delta_0(S+T)v.
+\]
+Fourier inversion, with forward kernel $e^{-isx}$, gives
+\[
+ v=\frac1{2\pi}\int_\R(X_s+tI)^{-1}\,ds\,(S+T)v
+ =\tfrac12 R(t)(S+T)v.
+\]
+The inverse symbol is $O(s^{-2})$, so its Fourier inverse is
+continuous and this evaluation at zero is justified. Therefore
+\[
+ L:=\tfrac12(S+T)=R^{-1}>0,\qquad Z:=\tfrac12(S-T)
+\]
+satisfy \eqref{trace:LZ}, by adding and subtracting
+\eqref{trace:riccati}. The second equation in \eqref{trace:LZ}
+determines $Z$ uniquely from $L$, since $L>0$; in an eigenbasis
+of $L$, the map $Z\mapsto LZ+ZL$ multiplies its $(j,k)$ entry
+by the positive number $L_{jj}+L_{kk}$. This also proves the
+continuity of $Z(t)$, because $R(t)$, and hence $L(t)$, is continuous.
+
+The diagonal entries of that same equation give $Z_{jj}=0$
+in an eigenbasis of $L$, so $\tr Z=0$. Multiplication on both
+sides by $R=L^{-1}$ gives
+$i[R,B]=-(ZR+RZ)$. Cyclicity of the trace now yields
+\begin{equation}\label{trace:RV}
+ \tr\bigl(R(V+tI)\bigr)=\tr L-\tr(RZ^2).
+\end{equation}
+In particular, the correction $\tr(RZ^2)=\tr(ZRZ)$ is nonnegative.
+We will also need the location of the spectrum of $B+iS$.
+The right solutions obey $\psi'=i(B+iS)\psi$.
+For an eigenvector with eigenvalue $z$, the solution is $e^{izx}v$;
+its square integrability forces $\operatorname{Im}z>0$.
+
+\subsection{A logarithmic integral}
+
+The next step converts the boundary matrices into a scalar identity
+that can be integrated in $t$. Define
+\begin{equation}\label{trace:F}
+ F(t)=\frac{\tr V}{\sqrt t}
+ -\frac1\pi\int_\R
+ \log\frac{\det(X_s+tI)}{\det(Y_s+tI)}\,ds.
+\end{equation}
+The determinants are positive, and the logarithmic ratio is
+$O(|s|^{-2})$ at infinity. Its derivative in $t$ is the trace
+of the resolvent difference, with an integrable bound locally
+uniform for $t>0$. Thus the integral converges absolutely and
+$F$ is continuously differentiable.
+
+The first identity in \eqref{trace:riccati} factors the symbol as
+\[
+ X_s+tI=(sI-B+iS)(sI-B-iS).
+\]
+If $u_j+iv_j$ are the eigenvalues of $B+iS$, counted with
+algebraic multiplicity, then $v_j>0$ and
+\[
+ \det(X_s+tI)=\prod_{j=1}^n\bigl((s-u_j)^2+v_j^2\bigr).
+\]
+The denominator in \eqref{trace:F} has the same form, with centers
+the eigenvalues of $B$ and widths $\sqrt t$.
+Translations of the individual logarithms change their
+symmetric-cutoff integrals by $o(1)$: for
+$h(s)=\log(s^2+v^2)$,
+\[
+ \frac{d}{da}\int_{-M}^M h(s-a)\,ds
+ =h(M+a)-h(M-a)\longrightarrow0
+\]
+uniformly for bounded $a$. After centering the factors, the identity
+\[
+ \int_\R\log\frac{s^2+v^2}{s^2+w^2}\,ds=2\pi(v-w),
+ \qquad v,w>0,
+\]
+follows by differentiation in $v$ and integration from $w$ to $v$.
+Since $\sum_jv_j=\tr S=\tr L$, we obtain
+\begin{equation}\label{trace:F-evaluation}
+ F(t)=\frac{\tr V}{\sqrt t}-2\tr(L-\sqrt t I).
+\end{equation}
+
+Set
+\begin{equation}\label{trace:G}
+ G(t)=\tr(L-2\sqrt t I+tR).
+\end{equation}
+Both functions are nonnegative. For $G$, apply
+$\lambda-2\sqrt t+t/\lambda\geq0$ to the positive eigenvalues
+$\lambda$ of $L$. For $F$, take the trace of \eqref{trace:LZ}
+and use \eqref{trace:F-evaluation} to obtain
+\[
+ F(t)=t^{-1/2}\tr\bigl((L-\sqrt t I)^2+Z^2\bigr)\geq0.
+\]
+Equations \eqref{trace:RV} and \eqref{trace:F-evaluation} give
+the identity
+\begin{equation}\label{trace:FG}
+ \tr(PV)=F+G+\tr(RZ^2).
+\end{equation}
+Every term on the right is nonnegative. The bounds
+\eqref{trace:P-bounds} therefore show that $F$, $G$, and
+$\tr(RZ^2)$ are integrable against $t^\beta\,dt$, and that
+$t^{\beta+1}F(t)$ vanishes at both endpoints.
+
+Differentiating \eqref{trace:F} and using
+\eqref{trace:F-evaluation}--\eqref{trace:G} gives
+\[
+ F'(t)=-\frac{\tr V}{2t^{3/2}}+\tr P(t),
+ \qquad tF'(t)=-\tfrac12F(t)-G(t).
+\]
+Integration by parts, with the endpoint limits just proved, yields
+$\int_0^\infty t^\beta G\,dt
+ =\sigma\int_0^\infty t^\beta F\,dt$.
+Consequently, integration of \eqref{trace:FG} gives
+\begin{equation}\label{trace:weighted}
+ \tr(NV)=q c_\sigma\int_0^\infty t^\beta G(t)\,dt
+ +c_\sigma\int_0^\infty t^\beta\tr(RZ^2)\,dt.
+\end{equation}
+It remains to express the first integral as $\tr(N^q)/q$ plus
+a nonnegative remainder.
+
+\subsection{The noncommutative square}
+
+For a positive semidefinite matrix $D$, let
+\[
+ F_0(t,D)=\frac{\tr D}{\sqrt t}
+ -2\tr\bigl((tI+D)^{1/2}-\sqrt t I\bigr).
+\]
+For a scalar eigenvalue $d\geq0$, the corresponding summand is
+$\int_0^d(t^{-1/2}-(t+y)^{-1/2})\,dy$.
+Tonelli's theorem and \eqref{trace:scaling} therefore imply
+\begin{equation}\label{trace:F0}
+ c_\sigma\int_0^\infty t^\beta F_0(t,D)\,dt
+ =\frac1p\tr(D^p).
+\end{equation}
+Now expand the Hilbert--Schmidt square
+\begin{align}
+ \mathcal D_D(t)
+ &:=\bigl\|R^{-1/2}-R^{1/2}(tI+D)^{1/2}\bigr\|_{\HS}^2
+ \notag\\
+ &=\tr\bigl(R^{-1}+R(tI+D)-2(tI+D)^{1/2}\bigr)
+ \label{trace:square}\\
+ &=G(t)-\tr(P(t)D)+F_0(t,D).\notag
+\end{align}
+No commutation is used: the cross terms cancel adjacent factors
+$R^{-1/2}R^{1/2}$, and cyclicity changes the remaining quadratic
+term into $\tr(R(tI+D))$.
+All three terms in the last line are integrable by
+\eqref{trace:P-bounds}, \eqref{trace:FG}, and \eqref{trace:F0}.
+Thus
+\begin{equation}\label{trace:duality}
+ c_\sigma\int_0^\infty t^\beta G(t)\,dt
+ =\tr(ND)-\frac1p\tr(D^p)
+ +c_\sigma\int_0^\infty t^\beta\mathcal D_D(t)\,dt.
+\end{equation}
+When $N\geq0$, choose $D=N^r$. Since $rp=q=1+r$,
+the first two terms on the right equal $\tr(N^q)/q$.
+Substitution into \eqref{trace:weighted} proves
+\eqref{trace:deficit-identity} and completes the proof of
+Theorem~\ref{trace:deficit}.
+
+If $B$ and $V$ commute, the symbol hypothesis implies $V\geq bI$.
+Simultaneous diagonalization then gives
+$R(t)=(tI+V)^{-1/2}$, $N=V^\sigma$, and $Z=0$.
+Both remainders vanish, as required by scalar equality.
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/compactness.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/compactness.tex
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+\section{From equality to pointwise matrix relations}
+\label{comp:section}
+
+We now apply Theorem~\ref{act:quantitative-action} to finite collections of
+negative eigenfunctions. Equality forces each of its nonnegative errors to
+vanish. The main issue is that the number of eigenfunctions may grow without
+bound, whereas the potential has only $m$ channels. We will use this fixed
+number of columns to control the tails of the resulting matrices.
+
+Throughout this section, $W$ is real symmetric, $W\geq0$ almost everywhere,
+and $0<\int_{\R}\tr(W^p)<\infty$. Suppose that equality holds, in the form
+\begin{equation}
+ b_\sigma\sum_{i\in\mathcal I}k_i^{2\gamma}
+ =D_\sigma\int_{\R}\tr(W^p)\,dx,
+ \label{comp:equality}
+\end{equation}
+where $-k_i^2$ are the negative eigenvalues of $H_W$, repeated according to
+multiplicity, and
+\[
+ k_1\geq k_2\geq\cdots>0.
+\]
+By Lemma~\ref{pre:spectral}, the index set $\mathcal I$ is a nonempty finite
+initial segment of $\mathbb N$ or all of $\mathbb N$, each eigenvalue has
+finite multiplicity, and $k_i\to0$ in the infinite case. Fix real
+orthonormal eigenfunctions $\varphi_i\in H^1(\R;\R^m)$ and regard them as
+row vectors. Write
+\[
+ \mathscr H=\ell^2(\mathcal I;\R),\qquad
+ \Lambda=\operatorname{diag}(k_i:i\in\mathcal I),\qquad \kappa=k_1.
+\]
+For operators between real Hilbert spaces, the superscript $T$ will also
+denote the adjoint.
+
+\begin{proposition}[Pointwise relations at equality]
+\label{comp:relations}
+Under these assumptions, there are rows $a_i\in H^1(\R;\R^m)$,
+$i\in\mathcal I$, each a linear combination of eigenfunctions with
+eigenvalue $-k_i^2$, such that
+\begin{equation}
+ -a_i''-a_iW=-k_i^2a_i
+ \quad\text{in distributions.}
+ \label{comp:row-eigenfunction}
+\end{equation}
+The rows $a_i$ are allowed to vanish. On a common set of full measure, they
+define a Hilbert--Schmidt operator $A(x):\R^m\to\mathscr H$, and there exists
+a bounded self-adjoint operator $B$ on $\mathscr H$ with
+$\|B\|_{\op}\leq\kappa$ such that
+\begin{equation}
+ [B,\Lambda^2]=0,\qquad
+ \Lambda^2-B^2=(AA^T)^r,\qquad
+ a_i'(x)=(BA)_{i,\cdot}\quad(i\in\mathcal I).
+ \label{comp:limit-relations}
+\end{equation}
+Moreover,
+\begin{equation}
+ W(x)=q\bigl(A(x)^TA(x)\bigr)^r
+ \quad\text{almost everywhere.}
+ \label{comp:potential-limit}
+\end{equation}
+The operator $B$ is asserted to exist separately at each such point $x$;
+no measurable choice is required.
+\end{proposition}
+
+We divide the proof into the construction of a sequence whose errors
+vanish, convergence of every fixed row, and control of the remaining rows.
+
+\subsection{Finite spectral approximations and vanishing errors}
+\label{comp:approximation}
+
+Let $n_j=j$ when $\mathcal I=\mathbb N$, and let $n_j=|\mathcal I|$ when
+$\mathcal I$ is finite. Choose $0<\xi_j<1/j$ so small that
+\begin{equation}
+ \ell_{j,i}:=(k_i^2-\xi_j)^{1/2}>0\quad(1\leq i\leq n_j),
+ \qquad
+ \sum_{i\leq n_j}\bigl(k_i^{2\gamma}-\ell_{j,i}^{2\gamma}\bigr)<1/j.
+ \label{comp:common-shift}
+\end{equation}
+Set $K_j=\operatorname{diag}(\ell_{j,1},\ldots,\ell_{j,n_j})$.
+The same shift $\xi_j$ is used for every eigenvalue: this leaves the
+differences of their squares unchanged.
+
+The approximation leading to \eqref{bound:trial} can be made arbitrarily
+accurate in $H^1$. Apply it to the first $n_j$ eigenfunctions, choosing
+the $H^1$ errors below $1/j$ and the form-matrix error below $\xi_j$.
+This gives real, smooth, compactly supported functions
+$u_{j,1},\ldots,u_{j,n_j}$, orthonormal in $L^2(\R;\R^m)$, such that
+\begin{equation}
+ \|u_{j,i}-\varphi_i\|_{H^1}<1/j,
+ \qquad
+ \bigl(h_W[u_{j,i},u_{j,l}]\bigr)_{i,l=1}^{n_j}\leq-K_j^2.
+ \label{comp:form-approximation}
+\end{equation}
+Here $h_W[\cdot,\cdot]$ is the polarized quadratic form, and the second
+inequality is the ordering of real symmetric matrices.
+
+Let $U_j$ be the matrix with rows $u_{j,i}$, and choose a bounded interval
+$\Omega_j$ containing their supports in its interior. Apply
+Theorem~\ref{act:quantitative-action} with $K=K_j$, $d=m$, $\kappa=k_1$,
+and $\eta=1/j$. It gives a lower triangular matrix $C_j$, a symmetric
+path $B_j$ with $\|B_j\|_{\op}\leq\kappa$, and $A_j=C_jU_j$.
+Extend $A_j$ by zero outside $\Omega_j$ and extend $B_j$ by $K_j$ to the
+left and by $-K_j$ to the right. All the errors in that theorem vanish
+outside $\Omega_j$, so their integrals may be taken over $\R$.
+
+The lower triangular form of $C_j$ gives a useful additional error. Put
+$Z_j=A_j^TA_j$, an $m\times m$ positive semidefinite matrix. By
+\eqref{comp:form-approximation},
+\begin{equation}
+ \mathcal E_{K_j}(A_j)
+ \leq\int_{\R}\bigl(\tr(WZ_j)-\tr(Z_j^q)\bigr)\,dx-T_j,
+ \qquad
+ T_j=\sum_{l\leq i\leq n_j}(C_j)_{il}^{\,2}(k_l^2-k_i^2)\geq0.
+ \label{comp:triangular-gap}
+\end{equation}
+Indeed, the $i$th row of $A_j$ is $\sum_{l\leq i}(C_j)_{il}u_{j,l}$.
+Its quadratic form, plus $\ell_{j,i}^2$ times its squared $L^2$ norm, is
+at most
+\[
+ \sum_{l\leq i}(C_j)_{il}^{\,2}
+ (\ell_{j,i}^2-\ell_{j,l}^2)
+ =-\sum_{l\leq i}(C_j)_{il}^{\,2}(k_l^2-k_i^2).
+\]
+Summing over $i$ proves \eqref{comp:triangular-gap}, since $A_jA_j^T$ and
+$Z_j$ have the same nonzero eigenvalues, with multiplicity. The ordering
+of the $k_i$ makes every summand of $T_j$ nonnegative.
+
+Recall the nonnegative Young deficit from Lemma~\ref{pre:young}:
+\begin{equation}
+ Y(W,Z)=D_\sigma\tr(W^p)-\tr(WZ)+\tr(Z^q)\geq0,
+ \qquad
+ Y(W,Z)=0\ \Longleftrightarrow\ W=qZ^r.
+ \label{comp:young-deficit}
+\end{equation}
+Combining Theorem~\ref{act:quantitative-action},
+\eqref{comp:equality}, and \eqref{comp:triangular-gap} yields
+\begin{align}
+ 0\leq T_j+\int_{\R}\Bigl(
+ Y(W,Z_j)+\|A_j'-B_jA_j\|_{\HS}^2
+ +c_*\Phi_{K_j}(A_j,B_j)\Bigr)\,dx
+ &\leq d_j,\label{comp:vanishing-errors}\\
+ d_j:=b_\sigma\left(
+ \sum_{i\in\mathcal I}k_i^{2\gamma}
+ -\sum_{i\leq n_j}\ell_{j,i}^{2\gamma}\right)+1/j
+ &\longrightarrow0.\notag
+\end{align}
+Here $c_*>0$ is fixed: its independence of $n_j$ is essential. Thus all
+three integral errors tend to zero, as does $T_j$.
+
+We will also need a uniform bound on $A_j$. The coercive estimate
+\eqref{pre:young-coercive} gives
+\begin{equation}
+ Y(W,Z_j)\geq\frac12\tr(Z_j^q)
+ -(2^{p-1}-1)D_\sigma\tr(W^p).
+ \label{comp:coercivity}
+\end{equation}
+Since $Z_j$ has size $m$, scalar H\"older's inequality gives
+\[
+ \|A_j\|_{\HS}^{2q}=(\tr Z_j)^q
+ \leq m^{q-1}\tr(Z_j^q).
+\]
+Equations~\eqref{comp:vanishing-errors} and \eqref{comp:coercivity}
+therefore bound $A_j$ uniformly in $L^{2q}(\R)$ with the
+Hilbert--Schmidt norm, independently of its number of rows.
+
+\subsection{Convergence of each fixed row}
+\label{comp:rows}
+
+For fixed $i\in\mathcal I$, the coefficients $(C_j)_{il}$, $l\leq i$,
+are bounded as $j\to\infty$. To see this, choose a bounded interval $J_i$
+so large that the restricted Gram matrix
+\[
+ \left(\int_{J_i}\varphi_l(x)\varphi_s(x)^T\,dx
+ \right)_{l,s=1}^{i}\geq\frac34 I_i,
+\]
+where $I_i$ denotes the $i\times i$ identity matrix.
+Such an interval exists because the full Gram matrix is the identity.
+By \eqref{comp:form-approximation}, the corresponding restricted Gram
+matrix of the $u_{j,l}$ is at least one half of the identity for all
+sufficiently large $j$. Hence
+\[
+ \frac12\sum_{l\leq i}(C_j)_{il}^{\,2}
+ \leq\int_{J_i}|(A_j)_{i,\cdot}|^2\,dx
+ \leq |J_i|^{1-1/q}
+ \left(\int_{J_i}\|A_j\|_{\HS}^{2q}\,dx\right)^{1/q}.
+\]
+The last expression is uniformly bounded. Lower triangularity is used
+here to keep the number of coefficients in a fixed row finite.
+
+A diagonal subsequence now makes every coefficient $(C_j)_{il}$ converge
+to a limit $c_{il}$, for $l\leq i$. From
+$T_j\to0$ and \eqref{comp:triangular-gap},
+\begin{equation}
+ c_{il}=0\quad\text{whenever }k_l>k_i.
+ \label{comp:gap-suppression}
+\end{equation}
+Define
+\[
+ a_i=\sum_{l\leq i}c_{il}\varphi_l.
+\]
+The sum is finite, and \eqref{comp:form-approximation} implies
+\begin{equation}
+ (A_j)_{i,\cdot}\longrightarrow a_i
+ \quad\text{in }H^1(\R;\R^m)
+ \quad\text{for every fixed }i.
+ \label{comp:row-convergence}
+\end{equation}
+The ordering of the eigenvalues and \eqref{comp:gap-suppression} show
+that only eigenfunctions with eigenvalue $-k_i^2$ occur in $a_i$.
+This proves \eqref{comp:row-eigenfunction}, including the possibility
+$a_i=0$. The eigenfunction equations hold distributionally by testing
+the form equations against smooth compactly supported functions; the
+potential is locally integrable and the rows are locally bounded.
+
+Choose the continuous, locally absolutely continuous representatives
+of these rows. The Sobolev embedding $H^1(\R)\subset C_b(\R)$ shows
+that \eqref{comp:row-convergence} also gives pointwise convergence at
+every $x$. Passing to a further subsequence, we may arrange that the
+integrals of the nonnegative integrand in
+\eqref{comp:vanishing-errors} are summable, and that, for every fixed
+$i$, the squared $L^2$ errors of the derivatives in
+\eqref{comp:row-convergence} are summable. A diagonal choice achieves
+both conditions, by making the first $j$ available derivative errors and the
+integral error less than $2^{-j}$ along the chosen subsequence.
+Consequently, on a common set of full measure,
+\begin{equation}
+ \begin{gathered}
+ Y(W,Z_j)\to0,\qquad
+ \|A_j'-B_jA_j\|_{\HS}\to0,\qquad
+ \Phi_{K_j}(A_j,B_j)\to0,\\
+ (A_j')_{i,\cdot}(x)\to a_i'(x)
+ \quad\text{for every }i\in\mathcal I.
+ \end{gathered}
+ \label{comp:pointwise-errors}
+\end{equation}
+We also exclude the null set where $W$ is not a finite positive
+semidefinite matrix. It remains to show that convergence of the
+individual rows is strong enough to pass to the products in these
+relations.
+
+\subsection{Tail control in the row-index space}
+\label{comp:tails}
+
+Pad $A_j$, $B_j$, and $K_j$ with zeros in the unused coordinates of
+$\mathscr H$. Thus $A_j:\R^m\to\mathscr H$, and $B_j,K_j$ are
+self-adjoint finite-rank operators on $\mathscr H$. Since the omitted
+$k_i$ tend to zero,
+\begin{equation}
+ \|K_j^2-\Lambda^2\|_{\op}
+ \leq\max\{\xi_j,\sup_{i>n_j}k_i^2\}\longrightarrow0,
+ \label{comp:diagonal-limit}
+\end{equation}
+where a supremum over no indices is zero.
+
+Fix a point $x$ in the full-measure set from
+\eqref{comp:pointwise-errors} and suppress $x$ for the moment. Write
+$\rho_j=A_jA_j^T$. The definition of $\Phi$ and its convergence to zero
+give
+\begin{equation}
+ \|[B_j,K_j^2]\|_{\op}\to0,
+ \qquad e_j:=\|K_j^2-B_j^2-\rho_j^r\|_{\op}\to0.
+ \label{comp:pointwise-algebra-error}
+\end{equation}
+For $h\geq1$, let $P_h$ be the orthogonal projection onto the first $h$
+coordinates of $\mathscr H$, with all coordinates included if $h$ exceeds
+$|\mathcal I|$. Set $Q_h=I-P_h$ and
+$s_h=\sup_{i>h}k_i^2$, again with the empty supremum equal to zero.
+Then $s_h\to0$. For every unit vector $v$ in the range of $Q_h$,
+\begin{equation}
+ \|B_jv\|^2+\langle v,\rho_j^rv\rangle\leq s_h+e_j.
+ \label{comp:tail-quadratic}
+\end{equation}
+Both terms on the left are nonnegative. Jensen's inequality for the
+spectral measure of $\rho_j$, using $r>1$, implies
+\[
+ \langle v,\rho_jv\rangle^r\leq\langle v,\rho_j^rv\rangle.
+\]
+It follows that
+$\|Q_h\rho_jQ_h\|_{\op}\leq(s_h+e_j)^{1/r}$.
+Although $\mathscr H$ may be infinite dimensional, $Q_h\rho_jQ_h$
+has rank at most $m$, because $A_j$ has exactly $m$ columns. Its trace
+is therefore at most $m$ times its operator norm. We obtain the two
+tail bounds
+\begin{equation}
+ \boxed{\quad
+ \|Q_hA_j\|_{\HS}^2\leq m(s_h+e_j)^{1/r},
+ \qquad
+ \|B_jQ_h\|_{\op}\leq(s_h+e_j)^{1/2}.
+ \quad}
+ \label{comp:tail-bounds}
+\end{equation}
+The first estimate converts decay of the eigenvalue parameters into
+decay of the total mass of all omitted rows. Its factor is the fixed
+physical dimension $m$, rather than the number of retained
+eigenfunctions; Figure~\ref{comp:tail-figure} depicts this distinction.
+
+\begin{figure}[tb]
+ \centering
+ \begin{tikzpicture}[font=\small,>=Latex]
+ \fill[black!5] (0,2.05) rectangle (2.7,3.65);
+ \fill[blue!7] (0,0) rectangle (2.7,2.05);
+ \draw[thick] (0,0) rectangle (2.7,3.65);
+ \draw[thick] (0,2.05)--(2.7,2.05);
+ \draw[<->] (0,4.05)--node[above]{$m$ columns, fixed}(2.7,4.05);
+ \node at (1.35,2.83) {$P_hA_j$};
+ \node at (1.35,1.28) {$Q_hA_j$};
+ \node at (1.35,0.55) {$\vdots$};
+ \node[anchor=east,align=right] at (-0.2,2.83)
+ {first $h$\\rows};
+ \node[anchor=east,align=right] at (-0.2,1.08)
+ {all remaining\\rows};
+ \draw[->] (2.9,2.83)--(3.6,2.83);
+ \node[anchor=west,align=left] at (3.75,2.83)
+ {Finite-dimensional convergence\\for each fixed $h$};
+ \draw[->] (2.9,1.08)--(3.6,1.08);
+ \node[anchor=west,align=left] at (3.75,1.08)
+ {$\operatorname{rank}(Q_hA_j)\leq m$\\[4pt]
+ $\|Q_hA_j\|_{\HS}^2\leq m(s_h+e_j)^{1/r}$};
+ \end{tikzpicture}
+ \caption{The number of rows can grow with the number of negative
+ eigenfunctions, but the number of physical channels remains $m$.
+ After fixing the first $h$ rows, the identity
+ $K_j^2\approx B_j^2+(A_jA_j^T)^r$ bounds the operator norm in the
+ remaining rows. The rank bound converts it into a Hilbert--Schmidt
+ bound, which tends to zero as first $j\to\infty$ and then $h\to\infty$.
+ The drawing is schematic; all matrices are padded by zero rows in
+ $\mathscr H$.}
+ \label{comp:tail-figure}
+\end{figure}
+
+For each fixed $h$, the first $h$ rows of $A_j$ converge by
+\eqref{comp:row-convergence}. The first bound in
+\eqref{comp:tail-bounds} makes the remaining rows uniformly small by
+choosing $h$ large and then $j$ sufficiently large. Thus $A_j$ is Cauchy in
+Hilbert--Schmidt norm and converges to an operator $A:\R^m\to\mathscr H$
+whose rows are precisely $a_i(x)$:
+\begin{equation}
+ A_j\longrightarrow A\quad\text{in Hilbert--Schmidt norm.}
+ \label{comp:HS-limit}
+\end{equation}
+This argument applies to the whole subsequence already selected and
+does not require a further choice depending on $x$.
+
+For $B_j$ we need only pointwise compactness. Its finite compressions
+$P_hB_jP_h$ are bounded in finite-dimensional spaces, so a diagonal
+subsequence makes them converge for every $h$. Self-adjointness and
+the second estimate in \eqref{comp:tail-bounds} give
+\[
+ \|B_j-P_hB_jP_h\|_{\op}
+ \leq2\|B_jQ_h\|_{\op}
+ \leq2(s_h+e_j)^{1/2}.
+\]
+The chosen subsequence consequently converges in operator norm to a
+self-adjoint $B$ with $\|B\|_{\op}\leq\kappa$. This subsequence, and
+hence $B$, may depend on the point $x$.
+
+We can now pass to all the required products. Hilbert--Schmidt
+convergence of $A_j$ implies operator norm convergence of
+$A_jA_j^T$ and of $A_j^TA_j$. Continuous functional calculus for
+nonnegative operators then gives convergence of their $r$th powers.
+Together with \eqref{comp:diagonal-limit} and
+\eqref{comp:pointwise-algebra-error}, this proves
+\[
+ [B,\Lambda^2]=0,\qquad
+ \Lambda^2-B^2=(AA^T)^r.
+\]
+Also $B_jA_j\to BA$ in Hilbert--Schmidt norm. Taking its $i$th row
+and using both the derivative convergence and the first-order error
+in \eqref{comp:pointwise-errors} gives
+$a_i'(x)=(BA)_{i,\cdot}$ for every $i$. Finally, continuity of the
+finite-dimensional Young deficit and
+$Y(W,A_j^TA_j)\to0$ yield
+$Y(W,A^TA)=0$. Lemma~\ref{pre:young} gives
+$W=q(A^TA)^r$.
+
+We have proved these statements at every point of one common set of
+full measure. The construction selects no function $x\mapsto B(x)$:
+only the existence of a suitable operator at each such point enters
+the next section. This completes the proof of
+Proposition~\ref{comp:relations}.
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/introduction.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/introduction.tex
new file mode 100644
index 0000000000000000000000000000000000000000..5676bd290b60fb89bb8bebe974b1743fc0c89962
--- /dev/null
+++ b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/introduction.tex
@@ -0,0 +1,161 @@
+\section{Introduction}\label{intro:section}
+
+Lieb--Thirring inequalities compare the binding energy of a Schr\"odinger
+operator with an integral of its potential. Equality asks how the potential
+must arrange that binding. In one dimension, a scalar one-bound-state
+optimizer has a hyperbolic-secant profile. For a matrix potential, several
+such profiles can occupy orthogonal internal channels. The issue is whether
+equality also permits channels that rotate with position, or several bound
+states that interact within the same channel. We prove that throughout
+$1/2<\gamma<3/2$ every equality case consists of independent scalar profiles
+in one fixed basis.
+
+Let $m\ge1$ be finite, let $1/2<\gamma<3/2$, and set
+$p=\gamma+1/2$. For a measurable Hermitian positive semidefinite function
+$W:\R\to\C^{m\times m}$ satisfying
+\begin{equation}\label{intro:class}
+ \int_\R\tr(W(x)^p)\,dx<\infty,
+\end{equation}
+let $H_W=-d^2/dx^2-W$ be the operator associated with
+\begin{equation}\label{intro:form}
+ h_W[\psi]=\int_\R\|\psi'\|^2
+ -\int_\R\langle\psi,W\psi\rangle,
+ \qquad \psi\in H^1(\R;\C^m).
+\end{equation}
+Lemma~\ref{pre:spectral} proves that the form is closed and bounded below
+and that the negative spectrum is discrete, with possible accumulation
+only at zero. We write
+\[
+ \Tr(H_W)_-^\gamma=\sum_{\lambda_j(H_W)<0}|\lambda_j(H_W)|^\gamma,
+\]
+counting multiplicities. The finite-dimensional trace $\tr$ is unnormalized;
+matrix powers are defined by spectral functional calculus.
+
+\begin{theorem}[Equality classification]\label{thm:main}
+For every $W$ satisfying~\eqref{intro:class},
+\begin{equation}\label{intro:sharp}
+ \Tr(H_W)_-^\gamma\le C_\gamma\int_\R\tr(W^p),
+ \qquad
+ C_\gamma=\left(\frac{\gamma-1/2}{\gamma+1/2}\right)^{\gamma-1/2}
+ \frac{\Gamma(\gamma+1)}{\sqrt\pi\,\Gamma(\gamma+3/2)}.
+\end{equation}
+Put $r=(\gamma-1/2)^{-1}$. Equality holds if and only if there are
+$k\in\{0,\ldots,m\}$, a constant unitary matrix $U$, positive numbers
+$a_1,\ldots,a_k$, and real numbers $x_1,\ldots,x_k$ such that almost
+everywhere
+\begin{equation}\label{intro:classification}
+ W(x)=U\diag\bigl(w_1(x),\ldots,w_k(x),0,\ldots,0\bigr)U^*,
+ \quad
+ w_j(x)=(r+1)a_j^2\sech^2\!\bigl(ra_j(x-x_j)\bigr).
+\end{equation}
+The case $k=0$ means $W=0$. Each nonzero channel has exactly one negative
+eigenvalue, $-a_j^2$, and therefore every extremal potential has at most
+$m$ negative eigenvalues, counted with multiplicity.
+\end{theorem}
+
+The inequality in~\eqref{intro:sharp} is the sharp matrix inequality
+of~\cite[Theorem~1.1]{MLT}. Our contribution is its equality classification.
+We retain the analytic constructions in the proof, so that the inequality
+and its equality conditions are established here under the same measurable
+potential hypothesis. The scales and centers in~\eqref{intro:classification}
+are independent; repeated scales and identical profiles are allowed.
+
+\subsection{History and related results}
+Lieb and Thirring introduced spectral moment inequalities in their work
+on the kinetic energy of fermions and stability of matter
+\cite{LiebThirring1975,LiebThirring1976}. Their sharp constants distinguish
+the regimes in which binding is best concentrated in a single state or
+distributed among many states. Keller's optimization of the lowest
+Schr\"odinger eigenvalue~\cite{Keller1961} supplies the one-state problem
+underlying the scalar profiles in~\eqref{intro:classification}; their
+explicit form appears in~\cite[Section~4(B), Equations~(4.19)--(4.20)]{LiebThirring1976}.
+The present question concerns equality in the sum of all negative
+eigenvalue moments, with a matrix potential that need not commute with
+itself at different points.
+
+The sharp scalar endpoint $\gamma=1/2$ was proved by
+Hundertmark, Lieb and Thomas~\cite{HLT1998}; Hundertmark, Laptev and
+Weidl~\cite[Theorem~3.1]{HLW2000} extended it to operator-valued
+potentials. The semiclassical constant
+is sharp for $\gamma\ge3/2$; the lifting of moments of Aizenman and
+Lieb~\cite{AizenmanLieb1978} and the operator-valued inequalities of
+Laptev and Weidl~\cite{LaptevWeidl2000} are central to this development.
+Benguria and Loss~\cite{BenguriaLoss2000} gave a commutation proof of the
+matrix result at $\gamma=3/2$. More recently, Read and
+Schulz~\cite{ReadSchulz2026} proved the sharp scalar inequality at
+$\gamma=1$, with constant $4/(3\sqrt3\pi)$, and its operator-valued
+extension. The matrix companion~\cite{MLT} proves the sharp one-state
+constant for the whole open interval considered here.
+
+The endpoint $\gamma=3/2$ has a different equality structure. In the
+scalar finite-rank problem, Frank, Gontier and Lewin
+\cite[Theorem~5]{FrankGontierLewin2025} identify the optimizers as KdV
+multisolitons. In particular, several bound states can occur in a single
+scalar channel at that endpoint. The conclusion of
+Theorem~\ref{thm:main}, one bound state per nonzero channel, uses the
+strict inequality $r>1$ and is asserted only for the open interval.
+
+\subsection{Quantitative defects and fixed channels}
+The proof begins with the finite-interval matrix action method
+of~\cite{MLT}. For orthonormal real trial functions approximating finitely
+many negative eigenfunctions, place the functions in the rows of $U(x)$
+and choose a lower triangular matrix $C$. The rows of $A=CU$ remain in the
+successive trial spans.
+If $K$ is the diagonal matrix of positive square roots of the trial
+binding energies, the action involves $A'$, $K^2AA^T$, and a power of
+the density $AA^T$. A symmetric matrix path $B(x)$ connects $K$ to
+$-K$ and gives a lower bound for that action.
+
+For equality, the lower bound must retain more information. Besides the
+square $\|A'-BA\|_{\HS}^2$, we retain a term controlling
+\[
+ [B,K^2]\quad\hbox{and}\quad K^2-B^2-(AA^T)^r.
+\]
+Its coefficient depends on the largest binding energy and the exponent,
+but not on the number of trial functions. This uniformity is the first
+essential point: an extremal potential is not known in advance to have
+finitely many negative eigenvalues. The integrated trace identity of the
+matrix companion supplies the two nonnegative squares from which this
+estimate follows.
+
+The second point is compactness with a fixed number of columns. As the
+trial list grows, $A$ has more rows but still only $m$ columns. Its
+density therefore has rank at most $m$. The retained defect bounds the
+tail rows by the small binding energies in that tail. This yields strong
+pointwise convergence even for an infinite eigenvalue list and gives
+exact algebraic relations in the limit. Those relations separate the
+rows with different energies. A differential inequality then makes
+their row spaces independent of position; their mutual orthogonality
+leaves at most $m$ nonzero directions. On each resulting finite block,
+a matrix Riccati equation has a fixed diagonalizing basis and determines
+the profiles in~\eqref{intro:classification}.
+
+Section~\ref{pre:section} gives the spectral and convexity preliminaries.
+Section~\ref{act:section} proves the quantitative action estimate, and
+Section~\ref{bound:section} recovers the sharp spectral bound.
+Section~\ref{comp:section} passes to exact relations for an equality
+case. Section~\ref{rig:section} proves that the channels are fixed,
+solves the Riccati equation, and treats complex potentials and the
+converse. Appendices~\ref{app:trace} and~\ref{app:paths} prove the trace
+identity, regularized field construction, and connecting-path theorem
+used by the action estimate.
+
+\subsection{Notation}
+Throughout the proof,
+\begin{equation}\label{intro:parameters}
+ \sigma=\gamma-\tfrac12\in(0,1),\qquad
+ p=1+\sigma,\qquad r=\sigma^{-1},\qquad q=r+1,
+\end{equation}
+and
+\begin{equation}\label{intro:constants}
+ D_\sigma=\frac{\sigma^\sigma}{(1+\sigma)^{1+\sigma}},\qquad
+ b_\sigma=\int_{-1}^1(1-s^2)^\sigma\,ds,\qquad
+ C_\gamma=\frac{D_\sigma}{b_\sigma}.
+\end{equation}
+The last identity follows from the beta integral. We use the operator
+norm $\|\cdot\|_{\op}$ and the Hilbert--Schmidt norm
+$\|A\|_{\HS}^2=\tr(A^*A)$. The symbol $T$ denotes transpose of a real
+matrix, and $\Sym_n$ is the space of real symmetric $n\times n$ matrices
+with inner product $\tr(BH)$. The commutator is $[B,H]=BH-HB$.
+The identity matrix, or identity operator, has the size determined by
+its context.
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/preliminaries.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/preliminaries.tex
new file mode 100644
index 0000000000000000000000000000000000000000..62a3a895710f3d4fa7e5706b11bd15fc595fb6bf
--- /dev/null
+++ b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/preliminaries.tex
@@ -0,0 +1,83 @@
+\section{Spectral and convexity preliminaries}\label{pre:section}
+
+Two elementary facts let us work with measurable potentials and identify
+the equality condition in the potential estimate. The first is the form
+argument used in the matrix inequality~\cite[Lemma~7.1]{MLT}; we give its
+proof to fix the precise regularity available below.
+
+\begin{lemma}\label{pre:spectral}
+Let $p>1$ and let $W:\R\to\C^{m\times m}$ be measurable, Hermitian and
+positive semidefinite, with $\int_\R\tr(W^p)<\infty$.
+The form $h_W$ on $H^1(\R;\C^m)$ is closed and bounded below.
+Multiplication by $W^{1/2}$ is compact from $H^1$ to $L^2$.
+The negative spectrum of $H_W$ consists of isolated eigenvalues of finite
+multiplicity, with possible accumulation only at zero. Its eigenfunctions
+belong to $H^1$ and satisfy $-\psi''-W\psi=\lambda\psi$ distributionally.
+\end{lemma}
+
+\begin{proof}
+Set $w=\|W\|_{\op}$. Then $w^p\le\tr(W^p)$, so $w\in L^p$.
+The one-dimensional Sobolev estimate, applied to the norm of a vector
+function, gives $\|\psi\|_\infty^2\le2\|\psi\|_2\|\psi'\|_2$.
+H\"older's inequality, interpolation and Young's inequality imply
+\begin{equation}\label{pre:form-bound}
+ \int_\R\langle\psi,W\psi\rangle
+ \le 2^{1/p}\|w\|_p\|\psi'\|_2^{1/p}\|\psi\|_2^{2-1/p}
+ \le \varepsilon\|\psi'\|_2^2+C_\varepsilon\|\psi\|_2^2.
+\end{equation}
+A sufficiently shifted form norm is therefore equivalent to the $H^1$
+norm. This proves closedness and semiboundedness, and polarization gives
+continuity of the potential form on $H^1$.
+
+Write $T\psi=W^{1/2}\psi$. The truncated multiplier
+$T_{R,L}=\mathbf1_{\{|x|\le R,\,w\le L\}}T$ is compact by the compact
+embedding of $H^1([-R,R])$ into $L^2([-R,R])$. Moreover,
+\[
+ \|(T-T_{R,L})\psi\|_2^2
+ \le C\|w\mathbf1_{\{|x|>R\}\cup\{w>L\}}\|_p\|\psi\|_{H^1}^2.
+\]
+The coefficient tends to zero, so $T$ is compact.
+For each $a>0$, an infinite-dimensional spectral subspace in
+$(-\infty,-a]$ would contain an $L^2$-orthonormal sequence bounded in
+$H^1$ by~\eqref{pre:form-bound}. A subsequence converges weakly to zero
+in $H^1$, hence its images under $T$ converge strongly to zero. This
+contradicts
+$-a\ge h_W[\psi]\ge-\|T\psi\|_2^2$ for unit vectors in that subspace.
+Thus every such subspace is finite-dimensional. Finally, the weak form
+equation tested against smooth compactly supported functions is the stated
+distributional equation; its potential term is locally integrable because
+$W\in L^p_{\mathrm{loc}}$ and $\psi$ is locally bounded.
+\end{proof}
+
+\begin{lemma}[Trace Young inequality and its equality condition]\label{pre:young}
+For positive semidefinite matrices $W,Z$ of the same finite size, set
+\begin{equation}\label{pre:young-defect}
+ Y(W,Z)=D_\sigma\tr(W^p)-\tr(WZ)+\tr(Z^q).
+\end{equation}
+Then $Y(W,Z)\ge0$, with equality if and only if $W=qZ^r$.
+Also,
+\begin{equation}\label{pre:young-coercive}
+ Y(W,Z)\ge\tfrac12\tr(Z^q)
+ -(2^{p-1}-1)D_\sigma\tr(W^p).
+\end{equation}
+\end{lemma}
+
+\begin{proof}
+Scalar maximization over $z\ge0$ gives
+$yz-z^q\le D_\sigma y^p$ for $y\ge0$, with equality precisely when
+$y=qz^r$. In an orthonormal eigenbasis $(v_j)$ of $Z$, let $z_j$ be its
+eigenvalues and put $y_j=\langle v_j,Wv_j\rangle$. Strict convexity of
+$t^p$ on $[0,\infty)$ gives
+\[
+ \tr(WZ)-\tr(Z^q)
+ \le D_\sigma\sum_j y_j^p
+ \le D_\sigma\sum_j\langle v_j,W^pv_j\rangle.
+\]
+Equality in the second inequality holds exactly when each $v_j$ belongs
+to an eigenspace of $W$. Equality in the first then requires
+$Wv_j=qz_j^rv_j$ for every $j$. This proves both directions of the
+equality assertion, including zero eigenvalues. Applying the same
+inequality to $2W,Z$ gives
+$\tr(WZ)\le\tfrac12\tr(Z^q)+2^{p-1}D_\sigma\tr(W^p)$,
+which is~\eqref{pre:young-coercive}.
+\end{proof}
diff --git a/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/rigidity.tex b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/rigidity.tex
new file mode 100644
index 0000000000000000000000000000000000000000..7a8a501d673f3ad31ac7ad91645685f5b4e9ebc4
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+++ b/preprints/Equality-cases-in-the-sharp-one-dimensional-matrix-Lieb-Thirring-inequality-October-5-2026/build/sections/rigidity.tex
@@ -0,0 +1,293 @@
+\section{Fixed channels and the equality profiles}
+\label{rig:section}
+
+The pointwise relations of Proposition~\ref{comp:relations} still involve
+an auxiliary operator $B$ that may depend on the point without a prescribed
+measurable choice. We now extract constant subspaces from those relations.
+On each nonzero subspace, $B$ becomes a uniquely determined matrix and
+satisfies an ordinary differential equation. This will identify every
+real equality potential; realification and a scalar calculation will then
+complete the proof of Theorem~\ref{thm:main}.
+
+\subsection{The channel subspaces are constant}
+
+Assume first that $W$ is real and is a nonzero equality potential. Use the
+rows $a_i$, numbers $k_i$, and operator $\Lambda=\operatorname{diag}(k_i)$
+from Proposition~\ref{comp:relations}. For each distinct value $\alpha>0$
+in the list $(k_i)$, let $n_\alpha$ be its finite multiplicity, and let
+$G_\alpha$ be the $n_\alpha\times m$ matrix whose rows are the $a_i$ with
+$k_i=\alpha$. Each $G_\alpha$ has entries in $H^1(\R)$, and we use their
+continuous representatives.
+
+At every point in the common full-measure set of that proposition, choose
+one of the operators $B$ it supplies. Since $B$ commutes with $\Lambda^2$,
+it preserves each of its eigenspaces. Moreover,
+\[
+ AA^T=(\Lambda^2-B^2)^{1/r}
+\]
+commutes with both $B$ and $\Lambda^2$. Writing $B_\alpha$ for the block
+on the $\alpha^2$-eigenspace therefore gives
+\begin{align}
+ G_\alpha G_\beta^T&=0 &&(\alpha\ne\beta),
+ \label{rig:orthogonal-blocks}\\
+ G_\alpha'&=B_\alpha G_\alpha,
+ & [B_\alpha,G_\alpha G_\alpha^T]&=0,
+ \label{rig:block-first-order}\\
+ \alpha^2I-B_\alpha^2&=(G_\alpha G_\alpha^T)^r,
+ &\|B_\alpha\|_{\op}&\le\kappa.
+ \label{rig:block-square}
+\end{align}
+These statements hold almost everywhere and require no compatibility
+between the choices of $B$ at different points.
+
+\begin{lemma}\label{rig:fixed-right-spaces}
+For every $\alpha$, the subspace
+\[
+ \mathcal R_\alpha=(\ker G_\alpha(x))^\perp\subset\R^m
+\]
+is independent of $x\in\R$. The nonzero spaces $\mathcal R_\alpha$ are
+mutually orthogonal, and
+\begin{equation}\label{rig:dimension-bound}
+ \sum_\alpha\dim\mathcal R_\alpha\le m.
+\end{equation}
+In particular, only finitely many $G_\alpha$ are nonzero. The potential
+$W$ has a continuous representative, equal to zero on the orthogonal
+complement of these spaces and equal to
+$q(G_\alpha^TG_\alpha)^r$ on $\mathcal R_\alpha$. With this
+representative, every $G_\alpha$ is $C^2$.
+\end{lemma}
+
+\begin{proof}
+Fix $v\in\R^m$. Equation~\eqref{rig:block-first-order} implies
+\[
+ \|(G_\alpha v)'(x)\|\le\kappa\|G_\alpha(x)v\|
+ \quad\text{for almost every }x.
+\]
+The function $G_\alpha v$ is locally absolutely continuous. If it
+vanishes at $x_0$, integration and Gronwall's inequality, first to the
+right and then to the left of $x_0$, show that it vanishes everywhere.
+Consequently $\ker G_\alpha(x)$ is independent of $x$, including points
+outside the original full-measure set. This proves the first assertion.
+
+The products in \eqref{rig:orthogonal-blocks} are continuous, so their
+almost-everywhere vanishing implies their vanishing everywhere. Thus the
+constant row spaces $\mathcal R_\alpha$ are mutually orthogonal. Any
+finite collection has total dimension at most $m$, proving
+\eqref{rig:dimension-bound} and finiteness of the nonzero blocks.
+
+On the full-measure set from Proposition~\ref{comp:relations},
+$A^TA=\sum_\alpha G_\alpha^TG_\alpha$. Each summand acts on its own
+orthogonal space $\mathcal R_\alpha$, and only finitely many summands
+are nonzero. Equation~\eqref{comp:potential-limit} therefore yields
+\begin{equation}\label{rig:continuous-potential}
+ W=q\sum_\alpha(G_\alpha^TG_\alpha)^r
+ \quad\text{almost everywhere}.
+\end{equation}
+The right-hand side is continuous and has the asserted restrictions;
+we henceforth use it as the representative of $W$. The row eigenfunction
+equation \eqref{comp:row-eigenfunction} now reads
+\begin{equation}\label{rig:block-second-order}
+ G_\alpha''=\alpha^2G_\alpha-G_\alpha W
+ \quad\text{in distributions}.
+\end{equation}
+Its right-hand side is continuous. Integrating this identity twice shows
+that the continuous representative of $G_\alpha$ is $C^2$.
+\end{proof}
+
+The row spaces already split the physical space $\R^m$ into finitely
+many constant channels. To determine the potential within one of them,
+we also need a constant range for $G_\alpha$ in the eigenfunction index
+space $\R^{n_\alpha}$.
+
+\begin{lemma}\label{rig:fixed-left-spaces}
+For each $\alpha$ with $\ell:=\dim\mathcal R_\alpha>0$, the range of
+$G_\alpha(x)$ in $\R^{n_\alpha}$ is independent of $x$. In constant
+orthonormal bases of this range and of $\mathcal R_\alpha$, the
+restriction of $G_\alpha$ is an invertible $C^2$ matrix
+$D:\R\to\R^{\ell\times\ell}$. The matrix
+$B_0=D'D^{-1}$ is $C^1$ and satisfies, everywhere on $\R$,
+\begin{equation}\label{rig:active-identities}
+ B_0=B_0^T,\qquad
+ \alpha^2I-B_0^2=(DD^T)^r>0,\qquad
+ B_0'=r(B_0^2-\alpha^2I).
+\end{equation}
+\end{lemma}
+
+\begin{proof}
+Choose a constant orthonormal basis of $\mathcal R_\alpha$, and let
+$E(x)$ be the matrix of the restriction of $G_\alpha(x)$ to this space.
+It has full column rank $\ell$ at every point, since the kernel of
+$G_\alpha$ is constant. The projection onto its range is
+\[
+ P(x)=E(x)(E(x)^TE(x))^{-1}E(x)^T.
+\]
+The commutator in \eqref{rig:block-first-order} shows that $B_\alpha$
+preserves the range of $G_\alpha G_\alpha^T$, which is precisely the
+range of $E$. Hence $E'=B_\alpha E$ has its columns in this range
+almost everywhere. Differentiating the projection gives
+\begin{align*}
+ P'={}&(I-P)E'(E^TE)^{-1}E^T\\
+ &+E(E^TE)^{-1}(E')^T(I-P)=0
+ \quad\text{almost everywhere}.
+\end{align*}
+Since $P$ is $C^1$, it is constant.
+
+Choose a constant orthonormal basis of this range as well. The resulting
+square matrix $D$ is invertible everywhere and $C^2$. Almost everywhere,
+$D'D^{-1}$ is the restriction of $B_\alpha$ to its invariant range in
+these coordinates. Equations~\eqref{rig:block-first-order} and
+\eqref{rig:block-square} give the symmetry and square identity in
+\eqref{rig:active-identities} almost everywhere; continuity extends
+them to every point. Positivity is strict because $D$ is invertible.
+
+On $\mathcal R_\alpha$, Equation~\eqref{rig:continuous-potential}
+identifies the potential with $q(D^TD)^r$. Equation~
+\eqref{rig:block-second-order} consequently becomes
+\[
+ D''=\alpha^2D-qD(D^TD)^r
+ =\alpha^2D-q(DD^T)^rD.
+\]
+The second equality follows, for example, by a singular-value
+decomposition. Differentiating $B_0=D'D^{-1}$ and using $q=r+1$
+now gives
+\[
+ B_0'=D''D^{-1}-B_0^2
+ =\alpha^2I-q(\alpha^2I-B_0^2)-B_0^2
+ =r(B_0^2-\alpha^2I),
+\]
+as claimed.
+\end{proof}
+
+\subsection{The matrix Riccati equation separates the profiles}
+
+Fix a nonzero block and the matrices of Lemma~\ref{rig:fixed-left-spaces}.
+Diagonalize the symmetric matrix $B_0(x_*)$ at one point by a constant
+orthogonal change of range coordinates. The right-hand side of its
+Riccati equation is a polynomial in $B_0$. Uniqueness for this matrix
+ordinary differential equation therefore preserves the diagonal form.
+More explicitly, the strict inequality in \eqref{rig:active-identities}
+places each initial diagonal entry in $(-\alpha,\alpha)$. There is a
+unique $y_j\in\R$ such that the scalar solution with that initial value is
+\begin{equation}\label{rig:tanh}
+ b_j(x)=-\alpha\tanh\bigl(r\alpha(x-y_j)\bigr),
+ \qquad 1\le j\le\ell.
+\end{equation}
+The diagonal matrix with these entries solves the same initial-value
+problem as $B_0$ on all of $\R$, so uniqueness gives equality everywhere.
+
+Equation~\eqref{rig:active-identities} implies that $DD^T$ is diagonal
+in these coordinates. Since $D'=\operatorname{diag}(b_j)D$, each row
+of $D$ is a positive scalar multiple of its value at $x_*$. None of
+these rows is zero, and their directions are mutually orthogonal because
+$DD^T$ is diagonal. Taking their normalized directions as a constant
+orthonormal basis of $\mathcal R_\alpha$ makes $D$ diagonal with positive
+entries. The potential in this fixed basis is therefore diagonal, with
+entries
+\begin{equation}\label{rig:profiles}
+ q\bigl(\alpha^2-b_j(x)^2\bigr)
+ =(r+1)\alpha^2\operatorname{sech}^2\bigl(r\alpha(x-y_j)\bigr).
+\end{equation}
+Combining these bases over the finitely many nonzero spaces
+$\mathcal R_\alpha$, and adding a basis of their orthogonal complement,
+proves the required necessity for real $W$. There are at most $m$
+nonzero profiles by \eqref{rig:dimension-bound}. The zero potential
+has the same description with no nonzero profile.
+
+\subsection{Complex Hermitian potentials}
+
+For a complex Hermitian potential $W$, take the realification
+$\widetilde W$ from \eqref{bound:realification}. The proof of
+Proposition~\ref{bound:sharp} shows that it is equivalent to
+$W\oplus\overline W$ by a constant unitary matrix and that both the trace-power
+integral and the negative spectral moment are doubled. Thus equality
+for $W$ implies equality for the real potential $\widetilde W$.
+
+The real result provides a constant unitary matrix $V$ such that
+\[
+ W(x)\oplus\overline W(x)
+ =V\operatorname{diag}(f_1(x),\ldots,f_{2m}(x))V^*
+ \quad\text{almost everywhere},
+\]
+where each $f_j$ is either a profile of the form \eqref{rig:profiles} or
+zero. Let $P$ be the projection onto the first summand $\C^m$ and put
+$\widehat P=V^*PV$. Since $P$ commutes with $W\oplus\overline W$,
+\[
+ (f_i(x)-f_j(x))\widehat P_{ij}=0
+ \quad\text{almost everywhere}.
+\]
+Consequently $\widehat P_{ij}=0$ whenever the functions $f_i,f_j$ are
+not equal almost everywhere. Partition the indices into groups of
+identical functions, including the possible zero function. The range
+of $\widehat P$ splits as the orthogonal sum of its intersections with
+these coordinate groups. On each group the diagonal potential is a
+scalar multiple of the identity, so any constant orthonormal basis of
+that intersection diagonalizes its restriction. Transporting these
+bases by $V$ to the first summand gives a constant unitary basis of
+$\C^m$ in which $W$ has the asserted profiles. This proves necessity
+for complex Hermitian potentials.
+
+\subsection{Each listed potential attains equality}
+
+It remains to verify attainment, including the exact spectral moment,
+without appealing to a classification of scalar optimizers. Fix $a>0$
+and $x_0\in\R$, and set
+\[
+ V(x)=(r+1)a^2\operatorname{sech}^2\bigl(ra(x-x_0)\bigr),
+ \qquad H=-\partial_x^2-V.
+\]
+The first-order factorization used in the commutation argument
+of~\cite[Section~II]{BenguriaLoss2000} also explains why this profile has
+only one negative eigenvalue. Put
+\[
+ w(x)=a\tanh\bigl(ra(x-x_0)\bigr),
+ \qquad Q=\partial_x+w,\qquad \operatorname{Dom}Q=H^1(\R).
+\]
+Then $Q^*=-\partial_x+w$ on $H^1(\R)$. Since $w$ and $w'$ are bounded,
+both product domains are $H^2(\R)$, and direct differentiation yields
+\begin{align}
+ Q^*Q&=H+a^2,
+ \label{rig:factorization}\\
+ QQ^*&=-\partial_x^2+a^2
+ +(r-1)a^2\operatorname{sech}^2\bigl(ra(x-x_0)\bigr)
+ \ge a^2.
+ \label{rig:partner}
+\end{align}
+Here the last inequality uses $r>1$. The equation $Q\psi=0$ has the
+one-dimensional $L^2$ solution space
+\[
+ \ker Q=
+ \operatorname{span}\left\{
+ \operatorname{sech}^{1/r}\bigl(ra(x-x_0)\bigr)
+ \right\}.
+\]
+Thus $-a^2$ is a simple eigenvalue of $H$, and
+\eqref{rig:factorization} excludes eigenvalues below it. If
+$H\phi=\lambda\phi$ with $-a^2<\lambda<0$, put
+$\mu=\lambda+a^2$ and $g=Q\phi$. Then
+$\|g\|_2^2=\mu\|\phi\|_2^2>0$. Moreover,
+$Q^*Q\phi=\mu\phi\in\operatorname{Dom}Q$, so
+$g\in\operatorname{Dom}(QQ^*)$ and $QQ^*g=\mu g$. This contradicts
+\eqref{rig:partner}, since $\mu0$, and real orthonormal eigenfunctions $\varphi_i$.
+For $0<\xi 2e_1,\quad 2e_1<\lambda/24,\quad
+ s+e_2<\lambda/12.
+\]
+The saving in Equation~\eqref{eq:add-small-index-profile} is at least
+\[
+ \lambda/6-(3/2)d-(73/2)e
+ \ge (1/6-0.038)\lambda_0,
+\]
+and Equation~\eqref{eq:add-small-index-scalars} has a still larger margin
+than \(\epsilon_F\), since \(e\le\lambda/1000\).
+All four exponents in Equation~\eqref{eq:add-large-field} also have margins
+at least \(29d/900>\epsilon_F\), by \(s y_0$ occur. Every unassigned active prime is greater
+than the last assigned prime and hence greater than $\sqrt y$. The total
+weight of those primes, including primes beyond $Y$, is therefore at most
+\begin{equation}\label{eq:sieve-unassigned}
+ \exp\left(\frac{2B\log A_0}{\log y}\log X\right).
+\end{equation}
+For each assignment in the group, require inactivity at its unassigned
+primes in $\mathcal P_{\sqrt y}$ and apply
+Lemma~\ref{lem:sieve-assignment}. We use Rankin's power majorant
+\cite{Rankin1938}: since the assigned product exceeds $T_0$, its upper
+bound can be multiplied by
+\[
+ T_0^{-s}\prod_{\text{assigned }p}p^{s j_p}\ge1,
+ \qquad s=M_0/\log y.
+\]
+Now enlarge the sum of these nonnegative upper bounds to all subsets and
+all positive depths through $y$. This enlarges only a numerical sum after
+the lemma has been applied to the genuine prefixes; it invokes no residue
+estimate for the newly admitted products above $T_0^2$.
+
+For $p\in\mathcal P_{\sqrt y}$, the option of no assignment has weight
+$1-\vartheta_p$ and the assigned options have total weight
+$\sum_{j\ge1}\E_p(b_p\mathbf 1_{\{n_p=j\}})p^{sj}$. Their sum is
+$\E_p(b_p p^{s n_p})$. For $\sqrt y y_0$. By
+Equation~\eqref{eq:sieve-crossing-parameters}, $s<1/4$. The total
+contribution of depths $j\ge2$ to $\E_p(b_p p^{s n_p})$ is at most
+\[
+ C^2\sum_{j\ge2}(1+j)^C p^{-(1-s)j}\ll_C p^{-3/2}.
+\]
+At depth one, the increase over $\E_p b_p$ is bounded by
+\[
+ \frac{C'}p(p^s-1)
+ \ll_{M_0}\frac{\log p}{p\log y}
+ \qquad(p\le y),
+\]
+because $0\le s\log p\le M_0$. Chebyshev's estimate shows that these
+increases have bounded sum over $p\le y$. Mertens' estimate also gives
+$\sum_{\substack{\sqrt y ={Stealth[length=2mm]},
+ patch/.style={draw=black!75,line width=.55pt,fill=black!4},
+ selected/.style={draw=blue!65!black,line width=.55pt,fill=blue!16},
+ coarse/.style={draw=black!70,dashed,line width=.65pt},
+ fine/.style={draw=black!35,line width=.25pt},
+ bins/.style={draw=black!70,densely dotted,line width=.5pt},
+ note/.style={align=left,font=\footnotesize},
+ leader/.style={draw=black!65,line width=.4pt,->}
+]
+\path[use as bounding box] (0,-5.15) rectangle (14.2,4.35);
+
+\node[anchor=west,font=\small\bfseries] at (0,4.1)
+ {(a) Contract $W$: identify the $U$ factor and prove independence};
+\node[align=center,font=\footnotesize] at (2.35,3.67)
+ {one $q$-cell; full $w,u$ ranges};
+\draw[patch] (.65,1.3) rectangle (4.05,3.35);
+\draw[selected] (2.15,1.3) rectangle (2.75,3.35);
+\node[font=\footnotesize,anchor=north] at (2.45,1.19) {$w$-cell};
+\node[anchor=east] at (.51,3.2) {$u$};
+\node[anchor=north] at (3.9,1.19) {$w$};
+
+\draw[->,line width=.8pt] (4.65,2.35) -- (7.1,2.35);
+\node[above] at (5.87,2.45) {$a_0^{t}$, $t\asymp T$};
+\node[below,font=\footnotesize,align=center] at (5.87,2.18)
+ {$W$ contracts; $U$ is fixed\\$T\prec F$};
+
+\draw[coarse] (7.95,1.15) rectangle (10.15,3.5);
+\draw[patch] (8.55,1.3) rectangle (9.55,3.35);
+\draw[selected] (8.991,1.3) rectangle (9.168,3.35);
+\foreach \x in {8.6,8.7,8.8,8.9,9.0,9.1,9.2,9.3,9.4,9.5}
+ \draw[fine] (\x,1.3) -- (\x,3.35);
+\foreach \y in {1.78,2.31,2.84}
+ \draw[bins] (7.95,\y) -- (10.15,\y);
+\node[font=\footnotesize] at (9.05,3.73) {output $U$ chart};
+\node[note,anchor=west] at (10.58,3.18)
+ {One coarse transverse cell\\contains the whole patch.};
+\draw[leader] (10.5,3.15) -- (10.17,3.15);
+\node[note,anchor=west] at (10.58,2.26)
+ {Fine transverse cells\\resolve the $w$-label.};
+\draw[leader] (10.5,2.24) -- (9.28,2.24);
+\node[note,anchor=west] at (10.58,1.42) {Common $U$ bins};
+\draw[leader] (10.5,1.48) -- (10.04,1.78);
+\node[align=center,font=\footnotesize] at (7.1,.5)
+ {Mesh comparison: revealing the $w$-cell changes the $U$-bin law by $o(1)$ in sampling mean.};
+
+\node[anchor=west,font=\small\bfseries] at (0,-.22)
+ {(b) Expand a $W$ tile: identify the remaining $W$ factor};
+\node[align=center,font=\footnotesize] at (2.35,-.86)
+ {one stage-$k$ tile\\shape $\Delta^k\mathcal F$};
+\draw[patch] (2.0,-3.7) rectangle (2.7,-1.55);
+\draw[selected] (2.0,-2.68) rectangle (2.7,-2.43);
+\foreach \x in {2.175,2.35,2.525}
+ \draw[bins] (\x,-3.7) -- (\x,-1.55);
+\node[anchor=east] at (1.86,-1.72) {$u$};
+\node[anchor=north] at (2.65,-3.81) {$w$};
+\node[note,anchor=east] at (1.72,-2.57) {$u$-cell\\depth $S$};
+\draw[leader] (1.8,-2.57) -- (1.98,-2.57);
+
+\draw[->,line width=.8pt] (3.65,-2.57) -- (6.5,-2.57);
+\node[above] at (5.08,-2.45) {$a_0^{-(k+m_0)}$};
+\node[below,font=\footnotesize,align=center] at (5.08,-2.73)
+ {$W$ expands; $U$ is fixed\\$S\prec T\prec F$, $k\asymp T$};
+
+\node[align=center,font=\footnotesize] at (8.63,-.88)
+ {fixed output shape\\$\Delta^{-m_0}\mathcal F$};
+\draw[patch] (7.05,-3.7) rectangle (10.2,-1.55);
+\draw[selected] (7.05,-2.68) rectangle (10.2,-2.43);
+\foreach \x in {7.8375,8.625,9.4125}
+ \draw[bins] (\x,-3.7) -- (\x,-1.55);
+\draw[coarse] (6.9,-2.92) rectangle (10.35,-2.2);
+\foreach \y in {-2.63,-2.58,-2.53,-2.48}
+ \draw[fine] (7.05,\y) -- (10.2,\y);
+\node[note,anchor=west] at (10.58,-1.94)
+ {Only the $u$-subpatch fits\\in one coarse transverse\\cell for the $W$ chart.};
+\draw[leader] (10.5,-2.02) -- (10.35,-2.2);
+\node[note,anchor=west] at (10.58,-3.18)
+ {Fine transverse cells\\resolve the $u$-label.};
+\draw[leader] (10.5,-3.05) -- (9.72,-2.6);
+\node[align=center,font=\footnotesize] at (8.63,-4.04)
+ {Stage-$(k+j)$ subtiles resolve $W$ tests.};
+\node[align=center,font=\footnotesize,text width=14cm] at (7.1,-4.78)
+ {Information comparison: an $O(S)$ budget over $T$ stages makes the $u$-label change\\
+ the descendant-tile law by $o(1)$ in sampling mean, at a suitable stage $k\asymp T$.};
+\end{tikzpicture}
+\caption{The two different comparisons in the product rule. Each input picture
+fixes a $q$-cell at depth $F$; the coordinate $q$ is suppressed. Dashed outlines
+denote coarse output transverse cells; thin solid lines denote fine transverse
+cells. Dotted lines denote fixed $U$ bins in (a) and stage-$(k+j)$ $W$ subtiles in (b).
+Shading marks a labelled subpatch, not a density. In (a), contraction permits
+one coarse transverse-cell comparison for the whole patch and its subpatches.
+In (b), expansion leaves the full $U$ interval broad. The full patch is compared
+with $V$ data and the thin $u$-subpatch with $W$ data; the information estimate
+compares their descendant-tile laws and hence their resolved $W$ tests. All widths and
+tile shapes are schematic: $W$ can have several dimensions and its tiles need
+not be rectangles. The resulting factor identifications are projective.}
+\label{fig:product-mechanism}
+\end{figure}
diff --git a/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/main.tex b/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/main.tex
new file mode 100644
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--- /dev/null
+++ b/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/main.tex
@@ -0,0 +1,88 @@
+\documentclass[11pt]{article}
+\ifdefined\pdfinfoomitdate\pdfinfoomitdate=1\fi
+\ifdefined\pdftrailerid\pdftrailerid{}\fi
+\ifdefined\pdfsuppressptexinfo\pdfsuppressptexinfo=15\fi
+\usepackage[T1]{fontenc}
+\usepackage{lmodern}
+\usepackage[margin=1in]{geometry}
+\usepackage{amsmath,amssymb,amsthm,mathtools}
+\usepackage{microtype}
+\usepackage{enumitem,booktabs}
+\usepackage{xcolor,tikz}
+\usetikzlibrary{arrows.meta,positioning,calc,patterns,decorations.pathreplacing}
+\usepackage[numbers,sort&compress]{natbib}
+\usepackage[hyphens]{url}
+\usepackage{hyperref}
+\hypersetup{colorlinks=true,linkcolor=blue!45!black,citecolor=blue!45!black,
+ urlcolor=blue!45!black,pdfauthor={OpenAI},
+ pdftitle={Equidistribution of Primitive Sextic Torus Packets}}
+\numberwithin{equation}{section}
+\newtheorem{theorem}{Theorem}[section]
+\newtheorem{lemma}[theorem]{Lemma}
+\newtheorem{proposition}[theorem]{Proposition}
+\newtheorem{corollary}[theorem]{Corollary}
+\theoremstyle{definition}
+\newtheorem{definition}[theorem]{Definition}
+\theoremstyle{remark}
+\newtheorem{remark}[theorem]{Remark}
+\newcommand{\R}{\mathbb R}
+\newcommand{\Z}{\mathbb Z}
+\newcommand{\N}{\mathbb N}
+\newcommand{\Q}{\mathbb Q}
+\newcommand{\C}{\mathbb C}
+\newcommand{\E}{\mathbb E}
+\newcommand{\Prb}{\mathbb P}
+\newcommand{\one}{\mathbf 1}
+\newcommand{\dd}{\mathop{}\!d}
+\newcommand{\idtext}[1]{\begingroup\urlstyle{same}\nolinkurl{#1}\endgroup}
+\DeclareMathOperator{\supp}{supp}
+\DeclareMathOperator{\SL}{SL}
+\DeclareMathOperator{\GL}{GL}
+\DeclareMathOperator{\Ad}{Ad}
+\DeclareMathOperator{\diag}{diag}
+\DeclareMathOperator{\Tr}{Tr}
+\DeclareMathOperator{\covol}{covol}
+\DeclareMathOperator{\Disc}{Disc}
+\DeclareMathOperator{\vol}{vol}
+\DeclareMathOperator{\Res}{Res}
+\DeclareMathOperator{\Fix}{Fix}
+\DeclareMathOperator{\Mat}{Mat}
+\DeclareMathOperator{\End}{End}
+\DeclareMathOperator{\Var}{Var}
+\DeclareMathOperator{\dist}{dist}
+\DeclareMathOperator{\diam}{diam}
+\DeclareMathOperator{\sgn}{sgn}
+\DeclareMathOperator{\rank}{rank}
+\setlist[enumerate]{leftmargin=*,itemsep=4pt}
+\setlength{\emergencystretch}{2em}
+\setcounter{tocdepth}{1}
+\title{Equidistribution of Primitive Sextic Torus Packets}
+\author{OpenAI}
+\date{October 5, 2026}
+\begin{document}
+\maketitle
+\begin{abstract}
+We prove that the complete ideal-class packets of maximal orders in
+totally real sextic fields with no proper intermediate fields become
+equidistributed, with no escape of mass, in the space of unimodular
+lattices as their field discriminants tend to infinity. The limit is
+Haar probability measure. Each packet includes all coordinate-sign
+translates and is weighted by diagonal-orbit volume.
+\end{abstract}
+\tableofcontents
+\input{sections/introduction}
+\input{sections/arithmetic}
+\input{sections/homogeneous}
+\input{sections/conditioning}
+\input{sections/product}
+\input{sections/activity}
+\input{sections/entropy}
+\input{sections/combination}
+\input{sections/assembly}
+\begingroup
+\small\raggedright
+\setlength{\bibsep}{3pt}
+\bibliographystyle{plainnat}
+\bibliography{references}
+\endgroup
+\end{document}
diff --git a/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/references.bib b/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/references.bib
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--- /dev/null
+++ b/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/references.bib
@@ -0,0 +1,198 @@
+@book{Linnik1968,
+ author = {Linnik, Yu. V.},
+ title = {Ergodic Properties of Algebraic Fields},
+ series = {Ergebnisse der Mathematik und ihrer Grenzgebiete},
+ volume = {45},
+ publisher = {Springer-Verlag},
+ address = {Berlin--Heidelberg--New York},
+ year = {1968},
+ note = {Translated from the Russian by M. S. Keane}
+}
+
+@article{Duke1988,
+ author = {Duke, William},
+ title = {Hyperbolic distribution problems and half-integral weight {Maass} forms},
+ journal = {Invent. Math.},
+ volume = {92},
+ number = {1},
+ year = {1988},
+ pages = {73--90},
+ doi = {10.1007/BF01393993}
+}
+
+@article{ELMV2009,
+ author = {Einsiedler, Manfred and Lindenstrauss, Elon and Michel, Philippe and Venkatesh, Akshay},
+ title = {Distribution of periodic torus orbits on homogeneous spaces},
+ journal = {Duke Math. J.},
+ volume = {148},
+ number = {1},
+ year = {2009},
+ pages = {119--174},
+ doi = {10.1215/00127094-2009-023}
+}
+
+@article{ELMV2011,
+ author = {Einsiedler, Manfred and Lindenstrauss, Elon and Michel, Philippe and Venkatesh, Akshay},
+ title = {Distribution of periodic torus orbits and {Duke}'s theorem for cubic fields},
+ journal = {Ann. of Math. (2)},
+ volume = {173},
+ number = {2},
+ year = {2011},
+ pages = {815--885},
+ doi = {10.4007/annals.2011.173.2.5}
+}
+
+@article{ELMV2012,
+ author = {Einsiedler, Manfred and Lindenstrauss, Elon and Michel, Philippe and Venkatesh, Akshay},
+ title = {The distribution of closed geodesics on the modular surface, and {Duke}'s theorem},
+ journal = {Enseign. Math. (2)},
+ volume = {58},
+ number = {3--4},
+ year = {2012},
+ pages = {249--313},
+ doi = {10.4171/LEM/58-3-2}
+}
+
+@article{EKL2006,
+ author = {Einsiedler, Manfred and Katok, Anatole and Lindenstrauss, Elon},
+ title = {Invariant measures and the set of exceptions to {Littlewood}'s conjecture},
+ journal = {Ann. of Math. (2)},
+ volume = {164},
+ number = {2},
+ year = {2006},
+ pages = {513--560},
+ doi = {10.4007/annals.2006.164.513}
+}
+
+@article{Khayutin2019,
+ author = {Khayutin, Ilya},
+ title = {Arithmetic of double torus quotients and the distribution of periodic torus orbits},
+ journal = {Duke Math. J.},
+ volume = {168},
+ number = {12},
+ year = {2019},
+ pages = {2365--2432},
+ doi = {10.1215/00127094-2019-0016}
+}
+
+@article{WieserYang2026,
+ author = {Wieser, Andreas and Yang, Pengyu},
+ title = {A uniform {Linnik} basic lemma and entropy bounds},
+ journal = {Comment. Math. Helv.},
+ year = {2026},
+ note = {Published online January 22, 2026},
+ doi = {10.4171/CMH/613}
+}
+
+@article{Stark1974,
+ author = {Stark, Harold M.},
+ title = {Some effective cases of the {Brauer--Siegel} theorem},
+ journal = {Invent. Math.},
+ volume = {23},
+ number = {2},
+ year = {1974},
+ pages = {135--152},
+ doi = {10.1007/BF01405166}
+}
+
+@article{Shiu1980,
+ author = {Shiu, Peter},
+ title = {A {Brun--Titchmarsh} theorem for multiplicative functions},
+ journal = {J. Reine Angew. Math.},
+ volume = {313},
+ year = {1980},
+ pages = {161--170},
+ doi = {10.1515/crll.1980.313.161}
+}
+
+@article{Pollack2020,
+ author = {Pollack, Paul},
+ title = {Nonnegative multiplicative functions on sifted sets, and the square roots of {$-1$} modulo shifted primes},
+ journal = {Glasg. Math. J.},
+ volume = {62},
+ number = {1},
+ year = {2020},
+ pages = {187--199},
+ doi = {10.1017/S0017089519000041},
+ note = {Corrected author version available at \url{https://www.pollack-math.net/brunmultiplicative4.pdf}}
+}
+
+@book{Cassels1959,
+ author = {Cassels, J. W. S.},
+ title = {An Introduction to the Geometry of Numbers},
+ series = {Grundlehren der mathematischen Wissenschaften},
+ volume = {99},
+ publisher = {Springer-Verlag},
+ address = {Berlin--G{\"o}ttingen--Heidelberg},
+ year = {1959}
+}
+
+@article{EK2003,
+ author = {Einsiedler, Manfred and Katok, Anatole},
+ title = {Invariant measures on {$G/\Gamma$} for split simple {Lie} groups {$G$}},
+ journal = {Comm. Pure Appl. Math.},
+ volume = {56},
+ number = {8},
+ pages = {1184--1221},
+ year = {2003},
+ doi = {10.1002/cpa.10092}
+}
+
+@article{EK2005,
+ author = {Einsiedler, Manfred and Katok, Anatole},
+ title = {Rigidity of measures---the high entropy case and non-commuting foliations},
+ journal = {Israel J. Math.},
+ volume = {148},
+ pages = {169--238},
+ year = {2005},
+ doi = {10.1007/BF02775436}
+}
+
+@incollection{EL2010,
+ author = {Einsiedler, Manfred and Lindenstrauss, Elon},
+ title = {Diagonal actions on locally homogeneous spaces},
+ booktitle = {Homogeneous Flows, Moduli Spaces and Arithmetic},
+ series = {Clay Mathematics Proceedings},
+ volume = {10},
+ publisher = {American Mathematical Society},
+ address = {Providence, RI},
+ year = {2010},
+ pages = {155--241}
+}
+
+@article{Rokhlin1967,
+ author = {Rokhlin, V. A.},
+ title = {Lectures on the entropy theory of measure-preserving transformations},
+ journal = {Russian Math. Surveys},
+ volume = {22},
+ number = {5},
+ year = {1967},
+ pages = {1--52},
+ doi = {10.1070/RM1967v022n05ABEH001224}
+}
+
+@book{CoverThomas2006,
+ author = {Cover, Thomas M. and Thomas, Joy A.},
+ title = {Elements of Information Theory},
+ edition = {Second},
+ publisher = {Wiley-Interscience},
+ address = {Hoboken, NJ},
+ year = {2006},
+ doi = {10.1002/047174882X}
+}
+
+@misc{PrimeDegreePackets,
+ author = {{OpenAI}},
+ title = {{Equidistribution of Prime-Degree Torus Packets with Arbitrary Local Type}},
+ howpublished = {OpenAI Math Release preprint
+ \href{https://github.com/openai/math/blob/main/preprints/Equidistribution-of-Prime-Degree-Torus-Packets-with-Arbitrary-Local-Type-September-24-2026/paper.pdf}{OAI:Equidistribution-of-Prime-Degree-Torus-Packets-with-Arbitrary-Local-Type-September-24-2026}},
+ year = {2026}
+}
+
+@misc{QuarticPackets,
+ author = {{OpenAI}},
+ title = {{Equidistribution of primitive quartic torus packets for arbitrary orders}},
+ howpublished = {OpenAI Math Release preprint
+ \href{https://github.com/openai/math/blob/main/preprints/Equidistribution-of-Primitive-Quartic-Torus-Packets-for-Arbitrary-Orders-October-5-2026/quartic-torus-packets.pdf}{OAI:Equidistribution-of-Primitive-Quartic-Torus-Packets-for-Arbitrary-Orders-October-5-2026}},
+ year = {2026}
+}
diff --git a/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/sections/activity.tex b/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/sections/activity.tex
new file mode 100644
index 0000000000000000000000000000000000000000..12b0cb5b18b00c8929128251c1a042e03179532d
--- /dev/null
+++ b/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/sections/activity.tex
@@ -0,0 +1,289 @@
+\section{Active roots and their support}\label{sec:activity}
+
+The product rule turns the plaque measures into a directed graph at each
+augmented state. We first show that its arrows compose and describe the
+support of the positive-root plaques. We then realize this graph by
+measurable indicators on the original spaces, retaining the long-wall
+comparison needed for the entropy argument.
+
+Write $\mathsf P$ for the law of the limiting augmented state
+$\omega=(x,(P^B)_B)$. For $j\ne k$, define
+\[
+ a_{jk}(\omega)
+ =\mathbf 1_{\{m^{U_{jk}}_\omega\text{ is not supported on }\{1\}\}}.
+\]
+We call $jk$ \emph{active} when $a_{jk}=1$. This definition does not depend
+on the representative of the projective measure. It is measurable:
+after normalizing by a positive integral against a bump near the identity,
+activity is detected by a countable family of nonnegative continuous
+tests supported away from the identity. All assertions below are made
+on a common set of full $\mathsf P$-measure on which the comparison and
+product rules hold.
+
+\begin{proposition}[Composition and positive-root support]
+\label{prop:activity}
+Almost surely, activity is transitively closed:
+\[
+ a_{pq}(\omega)a_{qr}(\omega)
+ \bigl(1-a_{pr}(\omega)\bigr)=0
+ \qquad(p,q,r\text{ distinct}).
+\]
+Let $b\in L$ be regular, let $V$ be the pattern group of all
+$b$-positive roots, and let $V_\omega^+$ be the subgroup generated by
+the active $b$-positive root groups. These active roots form a pattern,
+and
+\[
+ \supp m^V_\omega\subset V_\omega^+.
+\]
+Both conclusions hold simultaneously for every regular $b$.
+\end{proposition}
+
+\begin{proof}
+First observe that Theorem~\ref{thm:product} factors the measure of any
+pattern group into its one-dimensional root measures, in a suitable
+order. Indeed, the cone generated by its roots is pointed. Choose a
+root $\alpha$ on an exposed extremal ray. No other root in the pattern
+is proportional to $\alpha$, so a diagonal logarithm can vanish on
+$\alpha$ and be strictly negative on every remaining root. Removing
+$\alpha$ leaves a normal pattern subgroup $W$: a sum of two roots in
+the original pattern cannot equal $\alpha$, since extremality would
+force both summands onto its ray. Thus the hypotheses of
+Theorem~\ref{thm:product} hold for $V=WU_\alpha$. Iterate, allowing
+$W=\{1\}$ at the last step.
+
+To prove transitivity, fix distinct $p,q,r$ and consider the
+three-root Heisenberg group generated by $U_{pq},U_{qr},U_{pr}$.
+Suppose that $a_{pr}=0$. Factoring first with $U_{pq}$ as the final
+factor, and then with $U_{qr}$ as the final factor, gives two
+descriptions of the same projective measure. Write
+$u_{jk}(t)=1+tE_{jk}$. Since the $U_{pr}$ factor is a point mass, the
+first description is supported on the matrices
+\[
+ u_{qr}(t)u_{pq}(s)=1+sE_{pq}+tE_{qr},
+\]
+whereas the other is the pushforward of the product of the two root
+measures under
+\[
+ u_{pq}(s)u_{qr}(t)
+ =1+sE_{pq}+tE_{qr}+stE_{pr}.
+\]
+If both roots were active, each root measure would give positive mass
+to some compact parameter set disjoint from zero. Their product would
+then give positive mass to matrices with nonzero $pr$ entry, contrary
+to the first description. The projective identities apply on compact
+ranges containing these sets, so all masses used here are finite.
+This proves transitivity.
+
+For the support assertion, use the successive factorization already
+proved. Every inactive root factor is a point mass at the identity;
+every other factor is supported on its own active root group. The
+product is therefore supported on the subgroup generated by the active
+roots. Transitivity says exactly that the active positive roots are
+closed under root addition, so this subgroup is a pattern group and is
+closed. There are only finitely many positive-root patterns, which
+also gives the simultaneous assertion.
+\end{proof}
+
+The entropy argument will use plaques enlarged by the diagonal group.
+The following consequence retains the activity at the sampled state.
+
+\begin{lemma}[Support on plaques enlarged by $A$]\label{lem:va-support}
+With $V$ and $V_\omega^+$ as in Proposition~\ref{prop:activity}, the
+limiting $VA$-plaque probability, written in displacement coordinates
+from its sampled point, is supported on $V_\omega^+A$ within its chart.
+\end{lemma}
+
+\begin{proof}
+Use a product box with coordinates $\psi(q)va$, with product coordinate
+domains. Local $A$-invariance gives, for each $i$, a product
+decomposition
+\[
+ d\mu_i(q,v,a)=d\nu_i(q,v)\,da
+\]
+inside the box, where $da$ is Haar measure restricted to its coordinate
+box and the normalization is absorbed into $\nu_i$. For $VA$ plaques
+the transverse coordinate is $q$; for $V$ plaques it is $(q,a)$.
+Choose a common $q$ grid and supplement it by an $a$ grid for the latter
+conditioning. Conditional on a $q$ cell, the $VA$ probability is the
+product of a probability on $v$ and normalized Haar measure on $a$.
+Conditioning also on an $a$ cell leaves the $v$ probability unchanged.
+These are exact identities before taking a limit. The interior-depth
+comparisons permit these compatible grids in the defining data, and
+the identities pass to the joint limit by continuous tests and the
+null-boundary convention.
+
+At a sample $x=\psi(q_s)v_sa_s$, the $V$ displacements corresponding to
+varying $v$ at fixed $a_s$ are
+\[
+ a_s^{-1}v_s^{-1}va_s.
+\]
+By Proposition~\ref{prop:activity}, their probability is supported on
+$V_\omega^+$. A general $VA$ displacement is
+\[
+ a_s^{-1}v_s^{-1}va
+ =\bigl(a_s^{-1}v_s^{-1}va_s\bigr)\bigl(a_s^{-1}a\bigr),
+\]
+and hence belongs to $V_\omega^+A$ almost surely. The argument applies
+on inner chart boxes; exhausting them gives the statement on the whole
+plaque box, whose boundary has zero probability.
+\end{proof}
+
+\begin{lemma}[Indicators along the sequence]\label{lem:activity-indicators}
+Fix an interior scale $R_i$ allowed in the long-wall comparison of
+Proposition~\ref{prop:plaque-comparison}, with ratio-separated depths on
+both sides of it inside $(l_{-,i},l_{+,i})$. There exist measurable
+functions $g_{jk,i}:X\to\{0,1\}$ such that
+\[
+ \operatorname{Law}_{\mu_i}\bigl(Z_i(x),(g_{jk,i}(x))_{j\ne k}\bigr)
+ \ \Longrightarrow\
+ \operatorname{Law}_{\mathsf P}
+ \bigl(\omega,(a_{jk}(\omega))_{j\ne k}\bigr).
+\]
+They satisfy asymptotic transitivity:
+\[
+ \int_X g_{pq,i}(x)g_{qr,i}(x)
+ \bigl(1-g_{pr,i}(x)\bigr)\,d\mu_i(x)=o(1)
+ \qquad(p,q,r\text{ distinct}),
+\]
+and, for every fixed $C<\infty$,
+\begin{equation}\label{eq:wall-invariance}
+ \sup_{\substack{b\in\ker\beta_{jk}\\ \|b\|\le CR_i}}
+ \int_X\bigl|g_{jk,i}(xa(b))-g_{jk,i}(x)\bigr|\,d\mu_i(x)
+ \longrightarrow0.
+\end{equation}
+\end{lemma}
+
+\begin{proof}
+Let $\mathcal S$ be the separable metric state space used for $Z_i$,
+and put $A_{jk}=\{\omega:a_{jk}(\omega)=1\}$. Choose
+$\epsilon_r\downarrow0$. For each root and each $r$, there is a
+$\mathsf P$-continuity set $D_{jk,r}\subset\mathcal S$ such that
+\[
+ \mathsf P(D_{jk,r}\mathbin\triangle A_{jk})
+ <\epsilon_r.
+\]
+For completeness, use a countable family of continuous coordinate
+tests generating the Borel sets of $\mathcal S$. For each test choose
+a countable dense family of thresholds outside the atoms of its
+distribution under $\mathsf P$.
+The finite Boolean combinations of the resulting threshold sets have
+null boundary and approximate every measurable set in
+$\mathsf P$-measure. Thus the approximations may be made using
+finitely many data tests at each stage.
+
+For fixed $r$, set
+$g^{(r)}_{jk,i}(x)=\mathbf 1_{D_{jk,r}}(Z_i(x))$.
+Weak convergence of the states and the null boundaries give joint
+convergence of the states and these finitely many indicators. Since
+the exact indicators are transitive, the limiting transitivity defect
+for any triple is at most $3\epsilon_r$.
+
+We next prove the uniform wall estimate at this fixed approximation
+level. Fix a root, $C$, and any sequence
+$b_i\in\ker\beta_{jk}$ with $\|b_i\|\le CR_i$. Both marginals of
+\[
+ \bigl(Z_i(x),Z_i(xa(b_i))\bigr)
+\]
+have the ordinary state law, because $\mu_i$ is $A$-invariant.
+Consequently these paired laws are tight. In every subsequential
+limit their two marginals are $\mathsf P$, and
+Proposition~\ref{prop:plaque-comparison} identifies the two projective
+$U_{jk}$ measures. Their exact activity indicators are therefore
+equal. Applying the continuity-set approximation separately in the
+two marginals shows that every such limit has
+\[
+ \mathbb E\bigl|
+ \mathbf 1_{D_{jk,r}}(\omega)
+ -\mathbf 1_{D_{jk,r}}(\omega')\bigr|
+ \le 2\epsilon_r.
+\]
+The boundary of the tested event is contained in the union of the two
+marginal boundaries, so the corresponding prelimit expectations
+converge along this subsequence. Since the sequence $b_i$ was
+arbitrary, a sequence chosen within a vanishing error of the supremum
+proves
+\[
+ \limsup_i\ \sup_{\substack{b\in\ker\beta_{jk}\\\|b\|\le CR_i}}
+ \int_X\bigl|g^{(r)}_{jk,i}(xa(b))-g^{(r)}_{jk,i}(x)\bigr|\,d\mu_i(x)
+ \le2\epsilon_r.
+\]
+This argument uses limits of paired states even when $b_i$ diverges.
+
+Finally choose $r=r(i)\to\infty$ sufficiently slowly. At stage $r$
+impose the preceding estimates for all roots, all triples, and all
+integers $1\le C\le r$, together with the first $r$ tests of a
+convergence-determining family for the joint state and indicator law.
+The limiting laws at fixed $r$ differ from the exact activity law by
+at most the sum of the finitely many approximation errors. A
+diagonal choice therefore gives the asserted joint convergence,
+vanishing transitivity defects, and \eqref{eq:wall-invariance} for
+$g_{jk,i}=g^{(r(i))}_{jk,i}$. Bounds for integral $C$ imply the bounds
+for every fixed finite $C$.
+\end{proof}
+
+We conclude with the relation between activity and pieces having
+countable intersections with root plaques.
+It is this relation that will exclude proper homogeneous components
+once all roots have been shown to be active.
+
+\begin{lemma}[Inactivity on pieces with countable plaque sections]\label{lem:transverse-inactive}
+Let $S\subset X$ be a Borel set whose intersection with each local
+$U_{jk}$ plaque is countable. Then
+\[
+ a_{jk}(\omega)=0
+ \quad\text{for $\mathsf P$-almost every state with }x\in S.
+\]
+In particular, this applies to the fixed-point pieces of
+Lemma~\ref{lem:fixed-pieces} for roots crossing distinct eigenvalues:
+each such piece meets a sufficiently small root plaque in at most one
+point. It also applies to countable unions of these pieces.
+\end{lemma}
+
+\begin{proof}
+Work first in a $U_{jk}$ flow box with coordinates $(q,h)$ and plaque
+probability $P^B$. For each $q$, the section
+\[
+ S_q=\{h:\psi(q)h\in S\}
+\]
+is countable. The sampling identity for this single chart states
+that the conditional law of the sampled $h$, given $(q,P^B)$, is
+$P^B$. A probability measure assigns mass zero to those points of a
+countable set which are not its atoms. Consequently
+\[
+ \mathsf P\{x\in S\cap B,\ P^B(\{h\})=0\}=0.
+\]
+No conditioning on the other plaque probabilities is used here.
+Projective agreement in the chart identifies an atom at the sampled
+$h$ with an atom at the identity of $m^{U_{jk}}_\omega$. A countable
+flow-box cover therefore shows that this root measure has an atom at
+the identity almost surely over $S$.
+
+It remains to show that, under the full state law, an atom at the
+identity forces the entire root measure to be supported there.
+Identify $U_{jk}$ with $\R$ by $t\mapsto1+tE_{jk}$. Choose a fixed
+$b\in L$ with $\lambda=e^{\beta_{jk}(b)}>1$. Fixed-motion equivariance
+in Proposition~\ref{prop:plaque-comparison}, together with
+$A$-invariance of the prelimit sampling law, says that the projective
+law of $m^{U_{jk}}_\omega$ is invariant under the pushforward by
+$t\mapsto\lambda t$.
+
+The event that this measure has an atom at zero is itself invariant
+under dilation. If that event has positive probability, condition
+the projective-measure law on it and normalize each measure $m$ by
+its atom: $\nu=m/m(\{0\})$. This is a measurable normalization of a
+locally finite measure, with $\nu(\{0\})=1$, and its law remains
+dilation-invariant. For every compact interval $K$ disjoint from
+zero,
+\[
+ (t\mapsto\lambda^n t)_*\nu(K)
+ =\nu(\lambda^{-n}K)\longrightarrow0.
+\]
+Indeed, $\lambda^{-n}K$ lies in a shrinking punctured neighborhood of
+zero, whose mass tends to zero by local finiteness. Dilation
+invariance makes each quantity in this display have the same
+distribution as $\nu(K)$. Almost-sure convergence to zero therefore
+forces $\nu(K)=0$ almost surely. A countable family of such intervals
+covers $\R\setminus\{0\}$, and hence $\nu=\delta_0$ almost surely.
+The atom event of probability zero is harmless. Combining this
+conclusion with the first part proves the lemma.
+\end{proof}
diff --git a/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/sections/arithmetic.tex b/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/sections/arithmetic.tex
new file mode 100644
index 0000000000000000000000000000000000000000..614bf395966f0e512f35304697fe32d149492ab8
--- /dev/null
+++ b/preprints/Equidistribution-of-Primitive-Sextic-Torus-Packets-October-5-2026/build/sections/arithmetic.tex
@@ -0,0 +1,677 @@
+\section{Arithmetic estimates for the packets}\label{sec:arithmetic}
+
+This section establishes the three estimates on which the dynamical
+argument rests: uniform control of the cusp, a dimension bound for
+probability limits, and exponential decay on two-sided diagonal tubes.
+The first two follow by counting ordinary lattice vectors. For the
+third, we count an ordinary vector together with a dual vector; their
+coordinatewise product lies in the codifferent and can be counted in a
+thin slice.
+
+For the volume, unfolding, and ordinary-vector estimates, we adapt
+the method of \cite[Sections~2--6]{PrimeDegreePackets} and
+\cite[Section~3]{QuarticPackets}. We reproduce the needed arguments
+in the packet and Haar normalizations of this paper.
+
+Throughout this section, $K$ is a totally real field of degree six with
+no proper intermediate field, and $\sigma$ is an ordering of its real
+embeddings. Write
+\[
+ D=|\Disc(K)|,\qquad Q=D^{1/2},\qquad
+ \kappa=\mathop{\rm Res}_{s=1}\zeta_K(s),\qquad
+ d_K(l)=\#\{\mathfrak b\subset\mathcal O_K:N\mathfrak b=l\}.
+\]
+All ideals counted here are nonzero. For a sequence of fields and
+embedding orderings, we use the corresponding notation
+\[
+ D_i=|\Disc(K_i)|,\qquad Q_i=D_i^{1/2},\qquad
+ \kappa_i=\mathop{\rm Res}_{s=1}\zeta_{K_i}(s),\qquad
+ \mu_i=\mu_{K_i,\sigma_i}.
+\]
+Unless another dependence is indicated, constants below are absolute
+for this fixed degree. In particular, they are independent of the
+field and of the ordering of its embeddings.
+
+\subsection{Volume and unfolding}
+
+We first make the sign convention in the packet definition explicit.
+The space $X=\SL_6(\Z)\backslash\SL_6(\R)$ parametrizes ordinary
+unimodular lattices: a lattice has a positively oriented basis, and
+any two such bases differ by an element of $\SL_6(\Z)$. Consequently
+a diagonal sign matrix acts on lattices even when its determinant is
+$-1$. The resulting lattice again represents a point of $X$ by choosing
+a positively oriented basis. There is no additional orientation
+coordinate.
+
+Let $h_K$ and $R_K$ denote the ordinary class number and regulator,
+respectively. Our convention for $R_K$ is the covolume of the absolute
+logarithms of the units after deleting the sixth coordinate. Put
+\[
+ U=\mathcal O_K^\times,\qquad
+ U^+=\{\epsilon\in U:\sigma_j(\epsilon)>0\ (1\le j\le6)\},
+ \qquad s=[U:U^+].
+\]
+For a nonnegative Borel function $f$ on $\R^6$, define its lattice sum by
+\[
+ \widehat f(\Lambda)=\sum_{v\in\Lambda\setminus\{0\}}f(v).
+\]
+For $p>0$, define a logarithmic fiber integral
+\begin{align}
+ V_f(p)
+ =\sum_{\epsilon\in\{\pm1\}^6}\int_{\R^5}
+ f\bigl(\epsilon_1e^{u_1},\ldots,\epsilon_5e^{u_5},
+ \epsilon_6p e^{-u_1-\cdots-u_5}\bigr)
+ \,\dd u_1\cdots\dd u_5 . \label{eq:fiber-integral}
+\end{align}
+Thus $V_f(p)$ integrates over the set on which the absolute product of
+the six coordinates is $p$, with the Haar normalization used for $A$.
+
+\begin{proposition}[Packet volume and vector unfolding]
+\label{prop:packet-volume}
+Every orbit in $\mathcal P_{K,\sigma}$ has $A$-volume $(s/2)R_K$,
+and there are $h_K2^6/s$ distinct orbits. In particular, the total
+packet volume is $Q\kappa$. For every nonnegative Borel function $f$,
+\begin{equation}
+ \int_X\widehat f\,\dd\mu_{K,\sigma}
+ =\frac1{Q\kappa}\sum_{l\ge1}d_K(l)V_f(l/Q),
+ \label{eq:vector-unfolding}
+\end{equation}
+where both sides are allowed to be infinite.
+\end{proposition}
+
+\begin{proof}
+The only roots of unity in a totally real field are $1$ and $-1$.
+The kernel of the absolute logarithmic map on $U$ therefore has
+order two. Its image on $U^+$ has index $s/2$ in its image on $U$.
+The unit theorem now gives covolume $(s/2)R_K$ for the positive-unit
+logarithms in the coordinates $u_1,\ldots,u_5$.
+
+We check that these are exactly the stabilizers and identifications
+in the packet. Suppose a real diagonal map sends $\sigma(I)$ onto
+$\sigma(J)$. Choose $0\ne d\in I$, and let its image be $\sigma(e)$
+with $e\in J$. All embeddings of $d$ are nonzero, so the diagonal
+entries of the map are $\sigma_j(e/d)$. It is multiplication by
+$e/d\in K^\times$, and hence $J=(e/d)I$. This observation also
+applies to normalized lattices after their positive covolume factors
+have been undone. It follows that different ordinary ideal classes
+give disjoint packet orbits. For a fixed ideal, the diagonal
+automorphisms are its units, because $(I:I)=\mathcal O_K$.
+
+The stabilizer in $A$ is consequently the image of $U^+$.
+Two sign translates belong to the same $A$-orbit exactly when their
+signs differ by a unit signature. The signature image has cardinality
+$s$, giving $2^6/s$ orbits for each ordinary class and the stated orbit
+volume. The analytic class number formula, in this normalization, is
+\[
+ Q\kappa=2^5h_KR_K.
+\]
+It agrees with the product of the orbit number and orbit volume.
+
+For completeness, let $\mathcal F$ be a fundamental domain for the
+positive-unit logarithms in the traceless diagonal algebra. Summing
+over ordinary ideal-class representatives and all sign matrices
+counts each orbit exactly $s$ times. Thus for any nonnegative $F$ on
+$X$,
+\begin{equation}
+ \int_XF\,\dd\mu_{K,\sigma}
+ =\frac1{sQ\kappa}\sum_{[I]}\sum_w
+ \int_{\mathcal F}F(\Lambda_{I,\sigma}w a(u))\,\dd u.
+ \label{eq:packet-integral}
+\end{equation}
+Here $\dd u=\dd u_1\cdots\dd u_5$ and the sixth coordinate is minus
+their sum.
+
+Apply this identity to $F=\widehat f$. A nonzero $d\in I$ determines
+the integral ideal
+\[
+ \mathfrak b=(d)I^{-1},
+ \qquad
+ \prod_{j=1}^6
+ \left|\covol(\sigma(I))^{-1/6}\sigma_j(d)\right|
+ =\frac{N\mathfrak b}{Q},
+\]
+because $\covol(\sigma(I))=QNI$. The ideal $\mathfrak b$
+determines the class $[I]=[\mathfrak b]^{-1}$, and every integral
+$\mathfrak b$ occurs. For that ideal, the possible $d$ form a single
+$U$-orbit, or $s$ orbits under $U^+$. Summing a positive-unit orbit
+and integrating over $\mathcal F$ unfolds to the entire traceless
+diagonal algebra. Multiplication by a representative of $U/U^+$
+translates the absolute logarithms and permutes the signs. After the
+sum over $w$, each of these $s$ orbits therefore contributes
+$V_f(N\mathfrak b/Q)$. Their number cancels the factor $s$ in
+\eqref{eq:packet-integral}, proving \eqref{eq:vector-unfolding}.
+All rearrangements are justified by nonnegativity.
+\end{proof}
+
+\subsection{Uniform counts of ideals}
+
+The normalization by $\kappa$ in \eqref{eq:vector-unfolding} makes it
+important to keep this same factor in upper bounds for ideal counts.
+We obtain it from a zero-free neighborhood of $1$, followed by Shiu's
+estimate for nonnegative multiplicative functions.
+
+\begin{lemma}[Uniform ideal estimates]\label{lem:ideal-estimate}
+For all sufficiently large discriminants $D$ in the present family,
+\begin{align}
+ \kappa&\gg (\log D)^{-1}, \label{eq:residue-lower}\\
+ \sum_{p\le D}\frac{d_K(p)}p
+ &\le \log(\kappa\log D)+O(1), \label{eq:prime-sum}\\
+ \sum_{x-y P,\qquad
+\kappa_i>\kappa_j^\theta\quad(ja.
+\]
+Their common named arrow relation has $p\longrightarrow r$
+but no $r\longrightarrow p$. Both names occur in
+both sizes. Proposition~\ref{found:alignment} applies
+inside every $\mu$-sized model, using any of its
+cofinal profile occurrences.
+
+We construct $\theta^+$ rounds of an increasing strong
+chain of $\mu$-sized models. At the start of round
+$i<\theta^+$, choose an aligned $a$-sized submodel
+$A_i$ containing all previous $A_j$. This is possible
+because their union has cardinality at most $a$.
+They are all strong in the current large model, and
+coherence will make $A_j\leq_\K A_i$ for $j\theta$. After
+round $i$ it cannot reach $p$ in a large model.
+At the next aligned small model its small orbit
+has the same name, and therefore cannot reach $p$
+in the common relation. The inclusion of that small
+model into $A$ gives an arrow from this earlier
+small orbit to its orbit in $A$. If the latter
+could reach $p$, transitivity would contradict the
+former exclusion. Thus no tuple in $A$ can have
+an orbit reaching $p$.
+
+But $A\cong C_a$, so the orbit named $p$ occurs in
+$A$; it reaches itself by the identity map. This
+contradiction proves that the failing categoricity
+cardinals are bounded. A cardinal above their bound
+is $b_\K(\theta)$, and the first paragraph gives
+the claimed reversals, including all shorter lengths.
+\end{proof}
diff --git a/preprints/Eventual-Categoricity-for-Abstract-Elementary-Classes-September-24-2026/build/sections/04-diagrams.tex b/preprints/Eventual-Categoricity-for-Abstract-Elementary-Classes-September-24-2026/build/sections/04-diagrams.tex
new file mode 100644
index 0000000000000000000000000000000000000000..bce9ffbc665f2c2c239b5d45d1dd0c91b4586ae9
--- /dev/null
+++ b/preprints/Eventual-Categoricity-for-Abstract-Elementary-Classes-September-24-2026/build/sections/04-diagrams.tex
@@ -0,0 +1,614 @@
+\section{Stable diagrams and amalgamation at closed levels}
+\label{lev:section-diagrams}
+
+Throughout this section, \(\K\) is the AEC fixed after
+Proposition~\ref{found:uniform-reduction}: it is categorical in unboundedly
+many cardinals, and \(\ell=\LS(\K)\). We use the order presentation \(E\)
+of Theorem~\ref{found:order-template}. A tuple may have any set as its
+index set. Comparisons between tuples always specify the identification
+of their index sets. Reindexing by an ordinal, padding, and repetitions
+do not change any of the arguments below.
+
+The goal is to turn bounded-tuple reversal into amalgamation at selected
+levels. We first stabilize tuple comparisons across categoricity sizes,
+then use the order presentation to test and realize those comparisons
+over an entire base. Amalgamation will be a conclusion of this process.
+
+\subsection{Stabilization of strong-map classes}
+
+Fix an infinite cardinal \(\sigma\). At a categoricity cardinal
+\(\kappa>\ell+\sigma\) where Theorem~\ref{found:reversal} holds for
+\(\sigma\)-tuples, put
+\[
+ (M,a)\equiv^\sigma_\kappa(N,b)
+ \quad\Longleftrightarrow\quad
+ \text{some strong map }f:M\longrightarrow N\text{ satisfies }f(a)=b.
+\]
+Here \(\|M\|=\|N\|=\kappa\), and the lengths of the displayed
+tuples are at most \(\sigma\).
+This is an equivalence relation. Reflexivity is immediate. Categoricity
+allows one to regard all the maps as maps between copies of one model;
+reversal then gives symmetry, and composition gives transitivity.
+Using structures with universe \(\kappa\), or one fixed representative
+and its tuples, its classes form a set. Their number, for all the tuple
+lengths under consideration, is bounded by the fixed cardinal supplied
+by Lemma~\ref{found:orbit-bound}. Denote an infinite such bound by
+\(B_\sigma\). It depends on \(\ell,\sigma\), not on \(\kappa\).
+
+\begin{lemma}[Canonical classes above one categoricity size]
+\label{lev:canonical-classes}
+For \(\|N\|\ge\kappa\), a tuple \(a\) in \(N\) has a well-defined
+\(\equiv^\sigma_\kappa\)-class: compute it in any strong
+\(\kappa\)-submodel containing \(a\). Strong embeddings between models
+of size at least \(\kappa\) preserve this class.
+\end{lemma}
+
+\begin{proof}
+The downward LS axiom supplies the submodel, after adding
+\(\kappa\) many elements to the requested set if necessary. If
+\(M_0,M_1\le_\K N\) are two such submodels, apply LS to
+\(|M_0|\cup|M_1|\). It gives \(M_2\le_\K N\) of size \(\kappa\)
+containing both. Coherence gives \(M_i\le_\K M_2\). The two occurrences
+of \(a\) therefore have the same class. For a strong embedding
+\(f:N\to N'\), the image of a witnessing submodel is a strong
+\(\kappa\)-submodel of \(N'\), so the same observation proves
+preservation. All these comparisons take place inside a given ambient
+model; no amalgamation property is used.
+\end{proof}
+
+\begin{proposition}[Stable diagrams]
+\label{lev:stabilization}
+There is a definable, nondecreasing cardinal function \(t\), with
+\(t(\sigma)>\ell+\sigma\) a categoricity cardinal for every infinite
+\(\sigma\), having the following properties.
+\begin{enumerate}
+\item Tuples of length at most \(\sigma\) in models of size at least
+\(t(\sigma)\) have canonical diagrams. Equality of diagrams is
+preserved by every strong embedding between such models, and there
+are at most \(B_\sigma\) diagrams at these lengths.
+\item Diagrams include atomic diagrams, respect reindexing and
+restriction, and are compatible when the bound \(\sigma\) is
+increased. We denote equality by \(D(a;M)=D(b;N)\), suppressing the
+bound when it is understood.
+\item If \(\kappa\ge t(\sigma)\) is a categoricity cardinal, equality
+of diagrams between tuples in \(\kappa\)-models is implemented by
+a strong map between those models.
+\item A possible diagram of a pair of tuples \((a,c)\), of total
+length at most \(\sigma\), can be realized over any tuple with the
+diagram of \(a\) in any categoricity model of size at least
+\(t(\sigma)\). ``Possible'' means that the diagram occurs in a
+model in the domain of its definition.
+\end{enumerate}
+\end{proposition}
+
+\begin{proof}
+If \(\gamma\ge\kappa\) are categoricity cardinals above the reversal
+threshold, Lemma~\ref{lev:canonical-classes} associates a
+\(\kappa\)-class to every \(\gamma\)-class. This gives a projection
+\(\pi_{\gamma\kappa}\), and these projections compose. They are
+surjective. Indeed, a \(\kappa\)-model is isomorphic to \(E(I)\) for
+\(|I|=\kappa\); extend \(I\) to an order of size \(\gamma\) and use
+the strong order map. Every tuple class in the smaller model then
+occurs in the larger one. This argument supplies the needed extension
+without a no-maximal-model assumption.
+
+These projections are eventually all bijective. Otherwise, construct
+a sequence of categoricity cardinals with more than \(B_\sigma\)
+successive noninjective projections, and choose one final
+categoricity cardinal \(\rho\) above the entire sequence. For each
+noninjective projection, surjectivity supplies a pair of
+\(\rho\)-classes which agree when projected to the earlier stage and
+differ when projected to the later stage. Pairs selected at distinct
+stages are distinct: after a pair has separated it remains separated
+under every later refinement. This gives more than
+\(B_\sigma\) pairs from a set of size at most \(B_\sigma\), a
+contradiction. The construction uses only a set-length sequence of
+cardinals and choices from sets.
+
+Choose a categoricity cardinal \(c_\sigma\) beyond this stabilization
+and reversal threshold. The canonical \(c_\sigma\)-class defines
+the desired diagram on models of size at least \(c_\sigma\).
+The bijective projections show that its equality can equally be
+computed at every later categoricity cardinal. If two tuple bounds
+are used, compare them at a categoricity cardinal above both
+thresholds. Restriction of strong maps then gives the same
+restricted equivalence. Atomic formulas and their negations are
+preserved because strong maps are structure embeddings.
+
+For definiteness, thresholds can be chosen as least cardinals having
+the stated eventual properties. Choose \(t(\sigma)\) to be the
+least categoricity cardinal strictly above \(\ell+\sigma\) and
+above all the thresholds \(c_\tau\) for infinite \(\tau\le\sigma\).
+This is a nondecreasing definable function. The preceding arguments
+prove the first three assertions.
+
+For the fourth, first put a realization of \((a,c)\) into a strong
+\(c_\sigma\)-submodel. If the originally chosen ambient size is
+smaller than a desired target categoricity size, this categorical
+submodel can be extended to that size by the order presentation.
+If the original ambient size is larger, LS gives a submodel of the
+desired size containing the realization. Thus the joint diagram
+has a realization in a model of the target categoricity size.
+Apply the third assertion to the first tuple and the specified tuple
+in the target. The resulting strong map transports the whole
+realization as required.
+\end{proof}
+
+\begin{proposition}[Categoricity at countably cofinal closure points]
+\label{lev:closure-categoricity}
+Suppose \(\zeta>\ell\) is an infinite cardinal of countable
+cofinality and
+\[
+ t(\sigma)<\zeta\qquad\text{for every infinite }\sigma<\zeta.
+\]
+Then \(\K\) is categorical in \(\zeta\). Moreover any diagram match
+between bounded tuples in two \(\zeta\)-models extends to an
+isomorphism between those models. Here and throughout the paper,
+bounded at a level means of cardinality strictly less than that level.
+\end{proposition}
+
+\begin{proof}
+Existence follows from \(E(I)\) for \(|I|=\zeta\). Let \(M,N\)
+have size \(\zeta\), and choose countable increasing exhaustions of
+their underlying sets by sets of size less than \(\zeta\).
+Start with the prescribed bounded diagram match, or with the empty
+match. At a forward step, enumerate together the current source
+tuple and the next part of the exhaustion of \(M\). Its length and
+the length of the current target tuple are bounded by an infinite
+\(\sigma<\zeta\). Put the data on each side inside a strong
+submodel of size \(t(\sigma)<\zeta\). Their current tuples have
+the same diagram. Proposition~\ref{lev:stabilization} gives a
+strong map of these submodels matching those tuples. Its values
+on the new entries extend the match, and the enlarged tuples
+again have equal diagrams. At the next step interchange \(M,N\).
+
+Only finitely many previously chosen bounded tuples are used at
+each step, so their combined length stays below \(\zeta\).
+The union of the countable sequence of partial matches is a
+bijection \(|M|\to|N|\). Every finite tuple and every value of a
+finitary function occur at some step, where the atomic diagram
+is preserved. The bijection is therefore a structure isomorphism.
+\end{proof}
+
+The closure cardinals in Proposition~\ref{lev:closure-categoricity}
+are unbounded. For example, starting above any specified cardinal,
+choose a strictly increasing sequence \((\alpha_n:n<\omega)\)
+such that \(\alpha_{n+1}\) exceeds all \(t(\sigma)\) for
+\(\sigma\le\alpha_n\). Its supremum has the required closure and
+countable cofinality. Including \(2^{\alpha_n}\) in these requirements
+makes the supremum a strong limit. We will use these stronger
+closure points below.
+
+\subsection{Natural diagrams and interchange of blocks}
+
+\begin{definition}[Natural and placed diagrams]
+\label{lev:natural-diagrams}
+Consider a set-sized list of terms in an order presentation. Each
+term consists of a label and an increasing finite list of positions.
+Extend the order to size at least the threshold for the list and
+compute its diagram there. The result is its \emph{natural diagram}.
+If \(A=E(I)\), a \emph{placement} of an additional tuple \(d\)
+over \(A\) is a labeled representation in an order extension of
+\(I\), retaining the positions and chosen representations of the
+parameters in \(A\). Its \emph{placed comparison over \(A\)} is
+the natural diagram of \((d,a_A)\), where \(a_A\) is a fixed
+enumeration of \(A\).
+\end{definition}
+
+The natural diagram is independent of the extension used. Indeed,
+linear orders amalgamate over a common suborder: for each cut of
+the suborder, place the remaining portions of the two orders in
+that cut while preserving each portion's order. Extending the
+amalgam further if necessary gives a common sufficiently large
+presentation. Strong order maps and
+Proposition~\ref{lev:stabilization} identify the two diagrams.
+The same argument shows that only the labels and the joint
+order/equality pattern of their supports matter. All diagrams
+with parameters use matching parameter enumerations. One may
+instead list all labels on the base order, allowing repetitions:
+restriction gives an enumeration of the elements, and reinserting
+the repetitions is forced by their equalities.
+
+A placed comparison over a whole \(\mu\)-model is evaluated in a
+sufficiently large presentation. It is not, by this definition,
+an assertion that the original \(\mu\)-model itself lies above the
+threshold for diagrams of length \(\mu\).
+
+\begin{lemma}[Orbits over parameters]
+\label{lev:parameter-orbits}
+Let \(\sigma\) be infinite and suppose
+\[
+ \chi^\sigma=\chi,
+ \qquad \chi\ge \ell+2^{2^\sigma}.
+\]
+At every sufficiently large categoricity cardinal, there are at
+most \(\chi\) automorphism orbits of \(\sigma\)-tuples over any
+specified set of at most \(\chi\) parameters.
+\end{lemma}
+
+\begin{proof}
+Present the categoricity model as \(E(H(\delta))\), choosing
+\(|\delta|\) to be its cardinality and \(\cf(\delta)>\chi\).
+This is possible at every sufficiently large cardinal, including
+singular cardinals. Fix term representations of the parameters,
+and let \(S\subseteq H(\delta)\) be their support set. Its size
+is at most \(\chi\). Every member of \(S\) is coded by a finite
+list of ordinals and integer and rational coefficients. The union
+of its ordinal supports consequently also has size at most
+\(\chi\).
+
+For one further position, its finite ordinal support has at most
+\(\chi\) possible order/equality patterns over these old ordinal
+supports. The discrete coefficients contribute only countably
+many choices for each finite code. Such a pattern determines
+all comparisons of the new position with \(S\). For at most
+\(\sigma\) new positions, include their mutual comparisons,
+their identifications with old positions, and the term labels.
+There are at most \(\chi^\sigma=\chi\) choices so far.
+
+To apply Theorem~\ref{found:order-orbits}, also record which strict
+slots over the old and new positions are realized in
+\(H(\delta)\). The old support \(S\) is fixed. A slot over \(S\)
+not containing a new position is unchanged. At most \(\sigma\)
+old slots contain new positions, and inside each there are at
+most \(2^\sigma\) cuts of the new support to test. The new flags
+therefore have at most \(2^{2^\sigma}\le\chi\) possible values.
+The full record has at most \(\chi\) possibilities.
+
+The combined list of old and new positions has size at most
+\(\chi<\cf(\delta)\). Theorem~\ref{found:order-orbits} extends
+equality of full records to an order automorphism fixing \(S\)
+pointwise. Its induced automorphism of the presentation fixes
+the parameters and matches the tuples. Thus the number of
+structure-automorphism orbits is at most the number of records.
+\end{proof}
+
+\begin{lemma}[Disjoint block transpositions]
+\label{lev:block-transpositions}
+Take two set-sized families of labeled terms. In disjoint convex
+regions of their joint support order, suppose each region consists
+of two adjacent blocks, one used only by the first family and one
+only by the second. Interchange the blocks in every such region,
+retaining their internal orders and all positions outside the
+regions. The joint natural diagram is unchanged.
+\end{lemma}
+
+\begin{proof}
+Suppose the original and modified diagrams were different. Let
+\(\sigma\) bound the two lists, their supports, and the shared
+positions. Choose \(\chi\ge\ell+2^{2^\sigma}\) with
+\(\chi^\sigma=\chi\), for instance by taking a sufficiently
+large power of two.
+
+In each region repeat the pair of blocks along an arbitrary
+linear order \(L\). If the first family's block was on the left,
+use the order \(L\) for the repetitions; if it was on the right,
+use the reverse of \(L\). Write \(d_i\) for the first-family
+tuple using the blocks at index \(i\), and \(e_j\) for the
+second-family tuple using the blocks at index \(j\); retain all
+the shared positions outside the regions. For \(i 0\}\); the second is Jensen's inequality.
+Thus no uniform lower bound for individual success probabilities is
+required.
+
+The shear \((x,y)\mapsto(S,y)\) is \(T\)-known and has subpower distortion.
+Put \(Z=(S_l(t)_r,y_l(t)_r)\). Since \(\mathcal A\) implies the
+tested label at \(t\), every joint bin \(z\) satisfies
+\[
+ P(\mathcal A,Z=z\mid T)
+ \le P(t\in E_l,Z=z\mid T)\le Kr^{j+d}.
+\]
+For the last inequality, the trajectory law at fixed \(T\) is the
+original within-world prior, and the sheared bin is covered by \(K\)
+spatial \(r\)-cubes to which \Cref{a04:absolute-cap} applies.
+Thus, whenever \(s(T)>0\),
+\[
+ Q(Z=z\mid T)=\frac{P(\mathcal A,Z=z\mid T)}{s(T)}
+ \le\frac{Kr^{j+d}}{s(T)}.
+\]
+The entropy is therefore at least
+\[
+ (j+d)\log(1/r)-O(\log K)-\E_Q\log(1/s(T)).
+\]
+The support bounds are \(Kr^{-d}\) for \(S_r\) and \(Kr^{-j}\) for \(y_r\).
+Subtracting either support entropy proves
+\Cref{a04:scalar-entropy,a04:tangential-entropy}, including their
+matching upper bounds.
+
+For \Cref{a04:entropy-independence}, put \(B=l_r\) and
+\(s(T,B)=P(\mathcal A\mid T,B)\).
+Before restriction the conditional trajectory law is exactly the
+within-bin prior in \Cref{a04:bin-cap}, because the tuple was
+trajectory-independent. In \(B\), there are at most
+\(K(r/q)^j\) relevant \(y_q\)-bins for a fixed \(S_q\)-bin.
+Hence
+\[
+ P(\mathcal A,\ S_q=z\mid T,B)\le K(q/r)^d.
+\]
+The calculation in \Cref{a04:denominator-entropy} gives
+\[
+ \E_Q\log(1/s(T,B))\le\log(1/p_{\mathcal A}),
+\]
+with no dependence on the number or individual prior masses of \(B\).
+Consequently
+\[
+ \mathsf H_Q(S_q\mid T,B)\ge d\log(r/q)-o_*.
+\]
+Since the coefficients vary by \(O(r)\) within \(B\), the time-known
+shear permits only \(K\) values of \(S_r\) there. Chain rule gives
+\[
+ \mathsf H_Q(S_q\mid T,B,S_r)
+ \ge \mathsf H_Q(S_q\mid T,B)-\mathsf H_Q(S_r\mid T,B)
+ \ge d\log(r/q)-o_*.
+\]
+On the other hand, \Cref{a04:scalar-support} bounds
+\(\mathsf H_Q(S_q\mid T,S_r)\) above by \(d\log(r/q)+o_*\).
+Their difference proves \Cref{a04:entropy-independence}.
+
+For \Cref{a04:projection-entropy}, fix \(T\) and a projection bin of
+width \(r\). The corresponding slab in the bounded \(y\)-range meets
+at most \(Krq^{-j}\) cubes of side \(q\).
+Subtract its logarithm from \Cref{a04:tangential-entropy} at scale \(q\).
+All estimates used the new event's actual probability
+\(p_{\mathcal A}\); they can therefore be repeated on any dense event.
+Absolutely continuous time marginals suffice to avoid the common null
+set, and a density ceiling for the tuple law is unnecessary.
+\end{proof}
+
+We shall repeatedly use the following exact entropy inequality, valid
+for any discrete \(Z,A,B,C\), with arbitrary further conditioning \(T\):
+\begin{equation}\label{a04:common-information}
+ \mathsf H(Z\mid T,C)
+ \le \mathsf H(Z\mid T,B)+\mathsf H(Z\mid T,A)
+ +\mathsf I(A;B\mid T,C).
+\end{equation}
+Indeed, expand the left side as
+\(\mathsf H(Z\mid T,B,C)+\mathsf I(Z;B\mid T,C)\), enlarge \(Z\) to
+\((A,Z)\) in the mutual information, and use chain rule.
+In our applications, \(Z\) has negligible entropy both given
+\((T,S_q)\) and given \((T,l_r)\). Taking \(A=S_q\), \(B=l_r\),
+and \(C=S_r\), the mutual-information estimate
+\Cref{a04:entropy-independence} then gives negligible entropy
+conditional on \((T,S_r)\) alone. Boundary ambiguities caused by
+bounded enlargements cost only \(O(\log K)\).
+
+\subsection{The first jet}
+
+\begin{proposition}[Scalar-normal first jet]\label{prop:scalar-normal}
+Assume \Cref{a04:scalar-data}. Fix a finite nested hierarchy of dyadic
+time lengths of fixed positive power, with finest length \(H_*\).
+If the available floor is sufficiently fine---\(\zeta\le H_*^3/K\)
+suffices after enlarging \(K\)---then a dense restriction of the
+single-time labels admits a time-only row \(A(t)\), bounded by \(K\),
+such that
+\begin{equation}\label{a04:first-taylor}
+ |F(v)-F(u)-(v-u)A(u)|\le K H^{11/10}
+\end{equation}
+whenever the retained active times \(u,v\) lie in the same designated
+interval of length \(H\). Put
+\[
+ J_1(l,t)=x_l'(t)-F(t)y_l'-A(t)y_l(t).
+\]
+For every finite presampled tuple and every dense tested event as in
+\Cref{a04:dense-entropy}, on which all tested times carry the retained
+labels,
+\begin{equation}\label{a04:first-jet-entropy}
+ \mathsf H(J_1(l,t)_r\mid T,S_l(t)_r)=o_*
+ \qquad\text{if }r\ge H_*^{(1-d)/64}
+\end{equation}
+at the available resolutions. The row \(A\) and the single-time
+restriction are fixed before the tuple and the later event are chosen.
+\end{proposition}
+
+The first step is geometric: we fit each component of \(F\) by an
+affine function on selected times in each hierarchy block. After local
+normalization, the residual comparison expresses the residual slope as an
+approximately Lipschitz function of one tangential coordinate.
+Collisions of scalar values relate this graph to the graph of the
+corresponding component of \(F\) through dot products. The scalar
+support has exponent \(d<1\), which will exclude the expansion
+alternative in the following theorem. Its line-concentration
+alternative then supplies the affine fit.
+
+Comparing these fits across lengths will produce the row \(A\) and
+its Taylor estimate. We will then concentrate the residual slopes
+\(J_1\). This last step gives fixed scalar and coefficient-bin covers,
+so that the entropy estimate can be proved on every later dense tested
+event.
+
+
+\begin{theorem}[Planar dot-product alternative]\label{a04:planar-input}
+For every \(\varepsilon>0\) there are \(\eta,\delta_0>0\) such that the
+following holds for \(0 0\) on which every such interval has incidence mass at most
+\(N^{-c}\). Let \(\tau=N^{-c/4}\).
+Delete trajectories with labeled length below \(\tau\), and then
+\(Y\)-cells whose remaining trajectory mass is below \(p_0^j\tau\).
+The two losses are at most \(K\tau\).
+The remaining output collisions, integrated in time, still have mass
+at least \(p_0^d/K\), by Cauchy--Schwarz.
+
+For a fixed first trajectory, second trajectories with slope within
+\(p_0^\gamma\) occupy at most
+\[
+ K N^{-c}\tau^{-2}p_0^{-j}
+\]
+retained \(Y\)-cells.
+Indeed, their slopes, including the \(Kp_0\) variation within each cell,
+lie in a bounded number of intervals of the assumed small incidence
+mass. Their labeled lengths are at least \(\tau\), so their prior
+mass is at most \(KN^{-c}/\tau\); each retained cell has prior mass
+at least \(p_0^j\tau\).
+For each such cell the matching output weight at a time is at most
+\(Kp_0^{j+d}\), by \Cref{a04:local-joint-cap}.
+Thus the close-slope collision contribution is at most
+\[
+ Kp_0^d N^{-c}\tau^{-2}=Kp_0^dN^{-c/2}.
+\]
+For the other pairs, the two affine approximations can agree to
+\(Kp_0\) only on times of length at most \(Kp_0^{1-\gamma}\).
+Their total contribution is at most that quantity times a subpower
+bound for the product prior mass.
+Both contributions are \(o(p_0^d/K)\), because \(1-\gamma>d\).
+This contradicts the collision lower bound and proves the claim.
+If the claim's subpower constants were not uniform across groups,
+an offending sequence of groups would give exactly the contradiction
+just proved.
+
+Keep one such slope interval in each good group.
+Since
+\begin{equation}\label{a04:quadratic-jet-error}
+ J_1(l,t)-k_l
+ =H\bigl(2u x_{2,l}-\phi(u)y_l'-uA_Iy_l'\bigr)=O(KH),
+\end{equation}
+this gives a deterministic interval cover for \(J_1\).
+For fixed \(t,S_l(t)_H\), only \(K\) base bins \(C\) are possible:
+\(|B_l-S_l(t)|\le KH\).
+Hence \(J_1\) lies in \(K\) intervals of width
+\[
+ Kp_0^\gamma=KH^{(1-d)/32}.
+\]
+At any reading scale \(r\ge H^{(1-d)/64}\), these are \(K\) \(r\)-bins.
+The cover survives appending all tuple times to \(T\) and imposing
+any later event. The formula for \(J_1\), whose rows are now fixed
+and bounded, also gives \(K\) \(r\)-bins when \(T,l_r\) is fixed.
+Apply \Cref{a04:common-information} and
+\Cref{a04:entropy-independence} anew on each dense tested event,
+with fine scalar \(S_H\) and coarse scalar \(S_r\).
+This proves \Cref{a04:first-jet-entropy}.
+The argument rederives the entropy estimate on the specified event,
+using covers that persist under restriction. Together with the Taylor
+estimate already proved, this completes the proposition.
+\end{proof}
+
+
+\subsection{Higher jets and polynomial fits}
+
+Fix \(0\le d<1\), an integer \(M\ge2\), and a dyadic block length
+\(h=N^{-c+o(1)}\), where \(c>0\) is fixed. We seek a degree-\(M\)
+polynomial fitting the row on a labeled portion of a trajectory of
+length at least \(h/K\). The first-jet
+information will be differentiated along a finite tree of nearby times.
+At each pair scale \(H\), the child jets must already be readable at
+width \(H^{1.01}\), so that division by the pair gap still leaves a
+positive power of accuracy. The finest scale supplies the first jets;
+the root accuracy must be finer than the error used in the final
+polynomial test. We fix all these scales before selecting labels.
+
+Define
+\[
+ c_0=.1,\qquad
+ r_i=\min(.009,c_{i-1}/2),\qquad c_i=r_i/2
+ \quad(1\le i\le M-1),
+\]
+and put
+\[
+ r_{\min}=\min_{1\le i\le M-1}r_i
+ =.009\,4^{-(M-2)},\qquad
+ \alpha_0=(1-d)/64.
+\]
+Both numbers are positive and depend only on \(M,d\).
+Starting with \(h\), choose nested dyadic lengths
+\[
+ h\gg H_1\gg H_2\gg\cdots\gg H_{M-1}\gg H_*,
+\]
+by taking at each step the largest dyadic length satisfying the
+corresponding inequality
+\begin{equation}\label{a04:jet-scale-schedule}
+ \begin{split}
+ H_1^{r_{\min}}&\le h^{M+11},\\
+ H_i^{r_{\min}}&\le H_{i-1}^{1.02}
+ \quad(2\le i\le M-1),\\
+ H_*^{\alpha_0}&\le H_{M-1}^{1.02}.
+ \end{split}
+\end{equation}
+Choose the available floor to satisfy
+\begin{equation}\label{a04:jet-floor}
+ \zeta\le K^{-1}\min\{H_*^3,h^{M+1/2}\}.
+\end{equation}
+These choices use finite fixed power ratios. We will verify the
+required entropy readings in the proof. The strict exponent margins
+absorb dyadic rounding and subpower factors. When specifying the floor
+by a fixed power, one may place it a further fixed power of \(h\) below
+the displayed minimum to allow every later subpower enlargement of
+\(K\).
+
+\begin{proposition}[Higher-jet polynomial fitting]\label{prop:higher-jets}
+For the parameters \(M,d,h\) and hierarchy just defined, assume
+\Cref{a04:scalar-data}, including the parameter-bin cap, and the floor
+condition \Cref{a04:jet-floor}. Then a dense set of labeled incidences
+\((l,t)\) has the following property.
+There is a row-valued polynomial \(P\) of degree at most \(M\), with
+coefficients bounded by \(K\), such that in the \(h\)-block containing
+\(t\),
+\[
+ |F(v)-P(v)|\le Kh^{M+1/4}
+\]
+on labeled times \(v\in E_l\) of length at least \(h/K\), including \(v=t\).
+The polynomial may depend on the incidence.
+The conclusion applies anew to any dense restriction of the input
+labels with the same upper hypotheses.
+\end{proposition}
+
+\begin{proof}
+Use the hierarchy and floor fixed in
+\Cref{a04:jet-scale-schedule,a04:jet-floor}.
+Apply \Cref{prop:scalar-normal}, inserting its finite intermediate
+Taylor scales before making any label selections.
+We retain the resulting single-time labels and the row \(A(t)\).
+
+\paragraph{An independent time tree.}
+Choose \(u\) uniformly in \([0,1]\).
+Add a second time uniformly in its \(H_1\)-interval.
+At the next level, split each of these times into itself and a new
+independent uniform draw in its \(H_2\)-interval.
+Continue for \(M-1\) pair levels.
+Separately draw \(t'\) uniformly in the \(h\)-block of \(u\), independently
+of all the other draws conditional on that block.
+This entire experiment is independent of the trajectory before any
+labels are imposed. Let \(T\) contain the world, the whole tree, and
+\(t'\).
+
+All tested times are labeled with dense probability.
+Here is a direct verification. For a fixed trajectory and a fixed
+containing interval, write \(a\) for the fraction of labeled times.
+At a split, conditional on the smaller partition interval, the two
+child times are independent uniform points of that interval.
+The mean of the product of their subtree success probabilities is
+the square of the mean subtree probability.
+Jensen's inequality, repeated up the finite tree, gives a lower bound
+by \(a^{2^{M-1}}\) in each \(h\)-block.
+The additional independent \(t'\) multiplies this by \(a\).
+Averaging over blocks, trajectories and worlds, and using Jensen once
+more, bounds total success below by the
+\((2^{M-1}+1)\)-st power of the single-time label mass.
+This is inverse-subpower.
+
+We may also require that every pair gap at scale \(H_i\) be at least
+\(H_i/K\). Before label restriction, each excluded gap has probability
+at most \(2/K\). Since the number of pairs is fixed, take this \(K\)
+large enough compared with the reciprocal all-label probability.
+The loss is then negligible relative to that probability.
+These restrictions are performed on the presampled tuple law.
+We shall reapply \Cref{a04:dense-entropy} on each further dense event;
+we do not assume independence after restriction.
+
+\paragraph{Inductive information statement.}
+Put \(F_0=F\) and \(F_1=A\).
+Starting at the leaves, a subtree rooted at time \(t\) will carry rows
+\(F_1(t),\ldots,F_m(t)\) and jets
+\begin{equation}\label{a04:jet-definition}
+ J_i(t)=x_l^{(i)}(t)-F_i(t)y_l(t)-iF_{i-1}(t)y_l',
+ \qquad 1\le i\le m.
+\end{equation}
+Every row is a function of its subtree times and the world only.
+In particular it is independent of the trajectory and does not use
+the separate time \(t'\). The rows are bounded by \(K\) on the retained
+tuples.
+At the readings required below, we maintain
+\begin{equation}\label{a04:hereditary-jets}
+ \mathsf H(J_i(t)_r\mid T,S_l(t)_r)=o_*
+\end{equation}
+on \emph{each} further dense event in the original trajectory--tuple
+experiment. At the leaves this is
+\Cref{a04:first-jet-entropy} for the fixed row \(A\).
+Its proof remains valid with the whole tree and \(t'\) appended to
+\(T\): the deterministic fine-scalar and coefficient-bin covers
+survive, and \Cref{a04:dense-entropy} is proved anew on the chosen event.
+
+Consider a pair \(t,w\) at scale \(H\), whose two subtrees have jets
+through order \(m\). Set \(q=H^{1.01}\), with dyadic rounding.
+Their internal scales will have been chosen fine enough for the
+child assertions at \(q\).
+Taylor expansion of \(x_l,y_l\), and \Cref{a04:first-taylor}, give
+\begin{equation}\label{a04:scalar-first-expansion}
+ S_l(w)=S_l(t)+(w-t)J_1(t)+O(KH^{1.1}).
+\end{equation}
+The error is smaller than \(q\).
+Thus \(S_l(w)_q\), and then all the \(q\)-jets at both endpoints, have
+negligible entropy given \(T,S_l(t)_q\).
+This uses the child information statements on the current event and
+chain rule. Write
+\[
+ \nabla Z=\frac{Z(w)-Z(t)}{w-t},
+\]
+where endpoint rows use their own subtree data.
+Since \(|w-t|\ge H/K\), the \(\nabla J_i\) are determined to accuracy
+\(KH^{.01}\), with entropy cost \(o_*\), by \(T,S_l(t)_q\).
+
+For \(i\ge1\), quadraticity of \(x_l\) and affinity of \(y_l\) give the
+exact identity
+\begin{equation}\label{a04:jet-difference}
+ \nabla J_i
+ =x_l^{(i+1)}(t)-(\nabla F_i)y_l(t)
+ -\bigl(F_i(w)+i\nabla F_{i-1}\bigr)y_l'.
+\end{equation}
+For \(i=1\), the difference quotient of \(x_l'\) equals \(x_l''\);
+for \(i\ge2\), both sides of the corresponding derivative identity
+are zero. The remaining terms in \Cref{a04:jet-difference} are simply
+the exact product difference for an affine \(y_l\).
+There is therefore no unrecorded higher-order scalar remainder.
+
+Proceed through \(i=1,\ldots,m\), using the exponents fixed above and
+maintaining
+\begin{equation}\label{a04:row-compatibility}
+ \nabla F_{i-1}=F_i(t)+O(KH^{c_{i-1}}),
+ \qquad c_{i-1}>0.
+\end{equation}
+Initially \Cref{a04:first-taylor}, divided by the pair gap, supplies
+the chosen exponent \(c_0=.1\).
+
+First, \(\nabla F_i\) is bounded by a subpower after negligible loss.
+If a fixed-power tail \(|\nabla F_i|\ge N^\alpha\), \(\alpha>0\), had
+dense mass on a subsequence, divide \Cref{a04:jet-difference} by that
+norm.
+The other displayed coefficients are bounded by \(K\), using
+\Cref{a04:row-compatibility}, and \(x_l^{(i+1)},y_l'\) have size \(K\).
+The equation would therefore encode the projection of \(y_l(t)\)
+in the \(T\)-known direction
+\((\nabla F_i)/|\nabla F_i|\), with negligible entropy, at some fixed
+positive power accuracy coarser than \(q\).
+For example, if \(H=N^{-b+o(1)}\), take a reading
+\(N^{-\beta}\) with \(0<\beta<\min(\alpha,b)\).
+All nuisance terms after division are below this reading, as is the
+divided \(q\)-bin error.
+This contradicts \Cref{a04:projection-entropy} on that very tail event.
+It follows that every fixed-power tail is negligible relative to
+the current dense tuple mass, and a slow choice of cutoffs yields
+\(|\nabla F_i|\le K\).
+
+We now also have \(F_i(w)-F_i(t)=O(KH)\).
+Recall that
+\[
+ r_i=\min(.009,c_{i-1}/2)>0.
+\]
+\Cref{a04:jet-difference,a04:row-compatibility} encode
+\begin{equation}\label{a04:next-jet}
+ U_{i+1}
+ =x_l^{(i+1)}(t)-(\nabla F_i)y_l(t)
+ -(i+1)F_i(t)y_l'
+\end{equation}
+to width \(H^{r_i}\), at entropy cost \(o_*\), given \(T,S_l(t)_q\).
+Indeed, the error \(KH^{.01}\), the \(O(KH)\) row difference, and the
+\(O(KH^{c_{i-1}})\) compatibility error are all smaller than this width.
+
+If \(i 0\), its actual packet time
+\(h\sim_{\log,N}a^k\), and an integer \(M\geq2\) with
+\(h^M\ll a^2\) by a fixed power. Choose the scalar-normal floor
+\(\zeta\) sufficiently fine for \Cref{prop:higher-jets} at \(h,M\),
+and then choose
+\[
+ \rho\ll\zeta,\qquad \rho\ll h^{M+1/4}.
+\]
+The exponent \(\kappa>0\) in the next proposition depends only on
+\(m,d\). Take \(b\) so fine that \(b/\rho\) and
+\(b^\kappa/\rho\) are negligible at every required comparison scale.
+The finite interpolation meshes and descendant graph scales are
+included in this choice, with fixed power margins. These choices
+depend on the fixed exponents and \(M\), before any test of failure
+for the graph; none will be changed inside such a failure set.
+
+On any substantial residual, renew breadth at the fine physical states
+\(W_b\). Outside negligible mass, each conditional velocity law puts
+as small a fixed probability as desired in any fixed-power thin affine
+strip, or interval if \(j=1\). Letting that power tend slowly to zero
+gives reciprocal-subpower separation. Thus \(m\) independent draws
+from a state span with determinant at least \(K^{-1}\), with
+probability bounded below. For \(j=2\), choose separated points and
+then avoid their joining lines; for \(j=1\), choose a separated pair.
+The same assertion holds for unit directions. The probability remains
+bounded below after sufficiently small fixed fractional losses in
+each state. Conditional domination by \(K\pi\) is prepared at the same
+time by deleting light states, retaining the unnormalized bounds
+against the earlier state weights.
+
+We use the determinant multilinear Kakeya estimate in the following
+form. If \(\mathcal T_i\), \(1\leq i\leq n\), are weighted families of
+radius-\(r\) neighborhoods of full affine lines in \(\R^n\), with
+unit directions \(e_T\), nonnegative weights \(w_T\), and
+\(M_i=\sum_{T\in\mathcal T_i}w_T\), then
+\begin{equation}\label{a05:determinant-kakeya}
+ \int_{\R^n}
+ \left(
+ \sum_{\substack{T_i\in\mathcal T_i\\1\leq i\leq n}}
+ |\det(e_{T_1},\ldots,e_{T_n})|
+ \prod_{i=1}^n w_{T_i}\1_{T_i}(x)
+ \right)^{1/(n-1)}dx
+ \leq C_n r^n\prod_{i=1}^n M_i^{1/(n-1)}.
+\end{equation}
+This is the equal ambient and wedge dimension case of
+\citet[Theorem~1]{CarberyValdimarsson}, after scaling unit-radius
+tubes by \(r\).
+The near-endpoint multilinear theorem is due to
+\citet{BennettCarberyTao2006}; \citet{Guth2010} proved the endpoint,
+and \citet[Section~7]{BourgainGuth2011} obtained a wedge-weighted
+formulation.
+Only \(2\leq n\leq4\) is used. The statement for line measures follows
+by rounding line parameters arbitrarily finely on a bounded region,
+summing their weights, enlarging tubes by a bounded factor, and using
+slightly stronger determinant thresholds before passage to the limit.
+No cardinality bound for the rounded lines is required.
+
+\begin{proposition}[Physical velocity graph]\label{a05:velocity-graph}
+For a sufficiently fine fixed power \(b\), there is a row
+\(G=(G_0,G_y)\), constant on each \(W_b\) and bounded by \(K\), such
+that on a substantial reference family
+\begin{equation}\label{a05:velocity-graph-estimate}
+ |X'(t)-G(W_b)\cdot{\bf v}|\leq b^\kappa,
+\end{equation}
+where \(\kappa>0\) depends only on \(m\) and \(1-d\).
+For every required dyadic \(s_0\geq b^\kappa\), the values of \(G\)
+to width \(s_0\) have at most \(K\) possibilities in a fixed
+coarse physical cell \(W_{s_0}\).
+\end{proposition}
+
+\begin{proof}
+Put \(n'=m+1\), choose
+\[
+ 0<\theta<(1-d)/3,\qquad 0<\tau<\theta/(n'-1).
+\]
+If no \(m\)-plane contains, say, \(0.9\) of the unit lifted directions
+\(({\bf v},X')\) within distance \(b^\tau\), successive independent
+samples have distances at least \(b^\tau\) from the preceding spans
+with probability bounded below. Enlarge a smaller span to an
+\(m\)-plane when applying the hypothesis. The resulting
+\(n'\)-fold determinant is at least a constant times
+\(b^{\tau(n'-1)}\), and hence is at least \(b^\theta\) for large \(N\).
+
+Suppose these bad cells carry substantial mass. Group them into
+dyadic \(W\)-cubes of side \(w_0\sim b^{2/3}\). Delete line portions
+with weighted duration below \(w_0/K_1\) in such a cube. A bounded
+quadratic trajectory meets at most \(K/w_0\) cubes, so this costs
+\(K/K_1\). Remove bad cells with excessive fractional loss and
+cubes retaining too little of their preceding bad mass.
+In a remaining cube of preceding mass \(M>0\), the retained cell
+masses \(m_E\) sum to at least a fixed fraction of \(M\), determinant
+success still has probability bounded below, and the contributing
+prior weight is at most \(KM/w_0\).
+
+Approximate each trajectory there by its affine tangent at the cube's
+central time. The position error is \(O(Kw_0^2)\ll b\), and the
+direction error is \(O(Kw_0)\ll b^\theta\).
+Radius-\(O(b)\) tubes about these full tangent lines contain every
+successful cell and retain its determinant threshold.
+A trajectory contributes at most \(Kb\) weighted duration to a
+cell. Therefore the successful tuples have prior product weight
+at least \((m_E/b)^{n'}/K\).
+Apply \Cref{a05:determinant-kakeya} with \(n=n'\) and cancel the
+cell-volume factor \(b^{n'}\):
+\[
+ \sum_E\left(
+ b^\theta(m_E/b)^{n'}/K
+ \right)^{1/(n'-1)}
+ \leq K(M/w_0)^{n'/(n'-1)}.
+\]
+The power-mean inequality forces at least
+\(K^{-1}b^\theta(w_0/b)^{n'}\) cells.
+By \Cref{a05:local-support} there are at most
+\(K(w_0/b)^{m+d}\). The ratio of the asserted lower and upper
+bounds is at least
+\[
+ K^{-1}b^{\,\theta-(1-d)/3}\longrightarrow\infty,
+\]
+a contradiction.
+
+Thus the lifted directions concentrate near an \(m\)-plane on
+almost all the relevant cells. Even within the captured fraction,
+breadth supplies \(m\) base directions with determinant at least
+\(K^{-1}\). Inverting this basis and using bounded \(X'\) shows that
+a unit normal to the plane has final component at least \(K^{-1}\).
+The plane is therefore a graph with row bounded by \(K\).
+Restricting to its captured incidences proves
+\Cref{a05:velocity-graph-estimate}, for instance with \(\kappa=\tau/2\).
+
+Keep \(G\) fixed and renew spanning and palette domination at
+\(W_b\) on the captured family. Name the resulting incidence
+submeasure in parent \(\gamma\) by \(\lambda_{{\rm ref},\gamma}\),
+and retain the prepared parent-mixture weights \(p_\gamma\). Thus
+\begin{equation}\label{a05:graph-reference}
+ \Lambda_{\rm ref}=\sum_\gamma p_\gamma
+ \lambda_{{\rm ref},\gamma},\qquad
+ L_{\rm ref}=\Lambda_{\rm ref}(\mathrm{all}).
+\end{equation}
+This reference includes trajectory indices and true packet labels.
+It is substantial: the bad-cell mass tends to zero, good cells
+retain their fixed captured fraction, and the renewal has vanishing
+loss. Hence \(L_{\rm ref}\) is bounded below by a positive constant
+on the working subsequence. Freeze this post-renewal reference
+together with \(G\).
+
+For each fine cell, the tuples of width-\(s_0\)
+velocity bins supporting actual spanning witnesses have product
+palette mass at least \(K^{-1}\). For a fixed tuple,
+\Cref{a05:derivative-list} and
+\Cref{a05:velocity-graph-estimate} allow at most \(K\) row bins.
+When \(s_0\) is sufficiently small relative to the reciprocal
+conditioning bounds, invert at the bin centers; otherwise the
+bound follows directly from \(|G|\leq K\).
+Choose one fine-cell witness for each row bin occurring in a
+coarse \(W_{s_0}\). Sum its product-palette mass: every tuple pays
+for at most \(K\) row bins and the total product palette is one.
+There are at most \(K\) row bins. This is a support statement on
+the reference family, and survives every later restriction.
+\end{proof}
+
+\subsection{Polynomial fits along reference trajectories}
+
+Use the scales \(a,h,M,\zeta,\rho,b\) fixed before the graph
+construction. The next assertion concerns its frozen incidence
+law \(\Lambda_{\rm ref}\), rather than a later discovery family.
+
+\begin{proposition}[Polynomial qualification]\label{a05:qualification}
+There are a subpower \(K_{\rm qual}=N^{o(1)}\) and sets \(U_N\) of
+graph-reference incidences such that
+\begin{equation}\label{a05:qualification-exception}
+ e_N:=\frac{\Lambda_{\rm ref}(U_N)}{L_{\rm ref}}
+ \longrightarrow0.
+\end{equation}
+Every reference incidence outside \(U_N\) admits a row-valued
+polynomial in \(t\), of degree at most \(M\) and coefficients
+bounded by \(K_{\rm qual}\), which approximates \(G\) within
+\(h^M\) on reference-labeled times of its indexed trajectory of
+ordinary duration at least \(h/K_{\rm qual}\) in the same
+\(Q_s\)-block, including that incidence.
+\end{proposition}
+
+
+The coarse lists do not yet compare the rows at nearby points: two
+points in the same cell may use different members of its list. The
+following selection makes a common choice in every retained cell. We
+will use it first for the physical row and then for a scalar residual
+inside a parameter block.
+
+\begin{lemma}[A common choice from local lists]
+\label{a05:common-local-choice}
+Let \(\mu\) be an unnormalized finite measure on a finite collection of
+worlds \(\omega\). In each world let \(Z(e)\in\mathbb R^D\) and
+\(Y(e)\in\mathbb R^q\) be measurable functions of an incidence \(e\),
+with \(|Y(e)|\leq B\). Fix an integer \(L\geq2\), bounds
+\(K_1,\ldots,K_L\geq1\), and tested widths
+\[
+ 1=s_1>s_2>\cdots>s_L=r_*,\qquad
+ A=\max_{i 0\) and \(D=a_s^u\), with bounded \(u\geq1\).
+Group by a sufficiently fine velocity bin \(d_0\) and a
+\(D\)-bin of \(P=(Z(0),Y(0))\), and put \(W_G=\pi(d_0)D^2\).
+On a dense restriction, typical groups have active and prior mass
+comparable to \(W_G\) up to \(K\), and their \((t,x)\)-support
+requires at most \(K a_s^{-1-d}\) squares of side \(a_s\).
+Their full-time affine coefficient bins can be restricted to
+at most \(K a_s^{-d}\) bins of width \(a_s\), each of active
+mass at least \(W_Ga_s^d/K\).
+After subdividing time at a fixed-power length \(\eta\ll a_s\)
+and summably pruning, the group, time subbin and \(x_{a_s}\)
+determine a list of at most \(K\) retained coefficient bins.
+\end{lemma}
+\begin{proof}
+Work with the full prior \(\nu^\flat\), current measure
+\(\mu\), and true-child budgets in \Cref{a06:horizontal-budgets}.
+Restrictions may be taken anew on dense mass in this normalization.
+The depths are sufficiently small for the horizontal equation,
+centered boxes, and affine preparations, simultaneously at the
+finitely many required scales. When \(k\le1/2\),
+\Cref{a06:affine-slope-bounds} and the bounded parent positions
+bound every ordinary slope of \(L_s\) by \(K\). We retain
+the joint finite-mesh caps for \((t,Z,Y,x,v)\).
+
+Fix small \(s>0\), \(D=a_s\) (or \(D=a_s^u,\ u\ge1\) bounded, depths small enough), and group by a very fine \(v\)-bin \(d_0\) and a \(P_D\)-bin, both trajectory data. Write \(W_G=\pi(d_0)D^2\) for a group \(G\). The direction width here and the error in \Cref{a06:horizontal-equation} are taken smaller than \(D\) by a power. For a parameter center \((p_c,q_c)\) and direction representative \(v_{d_0}\), positions are within \(K D\) of the moving center
+\[
+ z_c(t)=(t,p_c+t v_{d_0}),\qquad Y_c(t)=q_c-tp_c
+\]
+on occurrences of the group. Thus their integrated mass over any required time interval \(I\) of fixed power length (also scale one), in an \(x\)-bin of width \(\varrho\), \(a_s\le\varrho\le1\), costs
+\[
+ K |I| W_G \varrho^d .
+\]
+Sum the joint caps at fixed \(d_0\) on much finer base meshes to integrate over the moving spatial domain of area \(\le K D^2\) per unit time. A band of width \(K\varrho\) with \(t\)-dependent polynomial center of bounded degree and derivative \(\le K\) works too. Grids/enlargements and interpolation cost \(K\). In particular \(\mu(G)\le K W_G\), since \(x\) is bounded by \(K\). Conversely one can discard groups of mass too small compared with \(W_G/K\), and groups of too small mass fraction relative to \(\nu^\flat(G)\), at negligible cost by \(\sum_G W_G\le K\) over occurring groups (\(P\) bounded by \(K\)), and disjointness. On remaining groups active mass and prior mass therefore compare up to \(K\) with \(W_G\).
+
+\paragraph{Counting support by whole true boxes.}
+Before the group restrictions, discard true \(Q_s\)'s of current
+mass less than \(m_{Q_s}/K_1\), and freeze the retained witnesses.
+The budget \Cref{a06:horizontal-budgets} makes the loss at most
+\(1/K_1\). These are witnesses from the bounded-residual law
+after choosing \(L\), so its pure base cap applies to them.
+The full assignment supplies the reference budget, not the witness
+measure. Later contact with a group will locate the entire box
+containing these witnesses.
+
+Fix a time bin of length \(a_s\). Each contributing true box
+meets the group's reference motion to \(KD\). In a true time
+block of length \(H_s\), all these boxes lie in one enlarged
+horizontal box. To verify this, note that the reference motion
+satisfies \(Y_c'=Jz_c\cdot(1,v_{d_0})\) exactly and that
+\(D\le h_s^2\). At contact the error therefore fits both
+horizontal and transverse widths. Use the plane with row
+\(Jz_c(t_*)\) at the reference block midpoint. Each meeting
+box has horizontal extent \(Kh_s\); changing its centered plane
+to this reference plane costs at most \(Kh_s^2\). Thus its
+whole domain lies in the common enlargement, whose base volume is
+at most \(Kh_s^4\).
+
+The pure base cap on the frozen bounded-residual law is \(K\)
+per unit volume, by its unit scalar cap and \(|x|\le K\).
+Each contributing true label has disjoint whole-domain witnesses
+of mass at least \(h_s^4a_s^d/K\). Their number in a meeting
+time block is consequently at most \(Ka_s^{-d}\).
+Only boundedly many true time blocks meet the \(a_s\)-bin,
+up to rounding losses. Each label has \(K\) affine entries.
+Its ordinary slope bounds, \(D\le a_s\), and the bounded
+speed of the reference motion imply that each entry supplies only
+\(K\) scalar bins on the group's occurrences during this time
+bin. Over all time bins, the \((t,x)\)-support therefore needs
+at most \(Ka_s^{-1-d}\) squares of side \(a_s\).
+
+\paragraph{From support to heavy coefficient bins.}
+Normalize one typical group's weights by \(W_G\). The band cap
+bounds incidence mass with affine \(x\)-coefficients in a ball
+of radius \(\varrho\ge a_s\) by \(K\varrho^d\); for large
+\(\varrho\), use the total mass bound. On any dense residual,
+discard trajectories carrying too little integrated incidence mass
+relative to their prior. The total prior is at most \(K\), so
+a sufficiently small reciprocal-subpower threshold loses negligible
+mass. On the remaining trajectories the prior itself satisfies the
+coefficient-ball cap \(K\varrho^d\).
+
+Apply \Cref{lem:scalar-clustering} with \(p=a_s\), zero quadratic
+coefficient, and the support count just proved. It finds a prior
+mass of at least \(a_s^d/K\) in an ordinary coefficient bin,
+after splitting a possible subpower enlargement. The duration
+threshold gives the same lower bound, up to \(K\), for the
+residual active mass in that bin.
+
+This conclusion holds on every dense residual, so all but negligible
+mass can be assigned to heavy bins. Explicitly, if for a fixed
+\(\delta>0\) the bins of mass below
+\(W_Ga_s^dN^{-\delta}\) carried a nonvanishing fraction of the
+dense total success, summation would select one group where this
+bad-bin residual is dense relative to \(W_G\). Applying the
+preceding clustering argument only to those bins is a contradiction.
+Let \(\delta\) decrease slowly. We may therefore discard whole
+bins of mass below \(W_Ga_s^d/K\), retain dense mass, and bound
+the number of remaining coefficient bins per group by \(Ka_s^{-d}\).
+The assignments are full-time coefficient assignments within the
+group, so they predict \(x\) to \(Ka_s\) throughout unit time.
+
+Finally subdivide time into bins of fixed-power length
+\(\eta\ll a_s\). Delete coefficient entries of mass less than
+\(\eta W_Ga_s^d/K'\) in a subbin. The number of coefficient
+bins is at most \(Ka_s^{-d}\), so summing these thresholds over
+the time partition and the groups gives negligible loss for
+sufficiently large subpower \(K'\). Store the retained subbin
+masses for the following count.
+
+Fix a group, a time subbin, and an \(x_{a_s}\)-bin. If a
+trajectory \(\ell_0\) in a coefficient entry meets that scalar
+bin at \(t_0\), every trajectory \(\ell\) in the same
+coefficient entry and every time \(t\) in the subbin satisfy
+\[
+ |x_\ell(t)-x_{\ell_0}(t_0)|
+ \le Ca_s+K|t-t_0|\le Ca_s+K\eta\le Ka_s.
+\]
+Thus the entry's entire stored subbin mass lies in the enlarged
+scalar band. The time/band cap is \(K\eta W_Ga_s^d\);
+summing the subbin floors beneath it gives at most \(K\)
+compatible coefficient entries.
+
+\end{proof}
diff --git a/preprints/Every-four-dimensional-Kakeya-set-has-full-Hausdorff-dimension-September-24-2026/build/sections/08-critical-rates.tex b/preprints/Every-four-dimensional-Kakeya-set-has-full-Hausdorff-dimension-September-24-2026/build/sections/08-critical-rates.tex
new file mode 100644
index 0000000000000000000000000000000000000000..3bbbb60ca7def17c51642f499c6c808c48708df2
--- /dev/null
+++ b/preprints/Every-four-dimensional-Kakeya-set-has-full-Hausdorff-dimension-September-24-2026/build/sections/08-critical-rates.tex
@@ -0,0 +1,1100 @@
+\section{The critical horizontal rate and the return to wide intervals}
+\label{sec:critical-rates}
+
+We complete the finite-narrowness argument in the horizontal model of
+\Cref{prop:horizontal-model}. All depths in this section are relative to
+the selected true parent \(Q_r\). Thus
+\[
+ a_s=N^{-s},\qquad h_s=N^{-ks},\qquad 0 40000,
+\]
+and replaces it by the exact Schur complement $C-uu^{\mathsf T}/p$.
+The identity
+\[
+ \begin{pmatrix}x\\t\end{pmatrix}^{\!*}
+ B\begin{pmatrix}x\\t\end{pmatrix}
+ =x^*(C-uu^{\mathsf T}/p)x
+ +p\left|t+\frac{u^{\mathsf T}x}{p}\right|^2
+\]
+shows inductively that positive pivots prove positive definiteness,
+also for complex vectors. All $98$ pivots in the six matrices satisfy
+the asserted rational inequality.
+
+The routines \texttt{permsign} and \texttt{polynomial} implement the
+signed permutation sums defining $Y_\lambda$ in
+Section~\ref{sec:mixed}. The convention
+$(P_pv)_i=v_{p(i)}$ gives
+$(P_pP_qv)_i=v_{q(p(i))}$, exactly
+\texttt{perm(perm(v,q),p)}. The routine \texttt{tagmom} uses the Gram
+charges $(a,-v,v-a)$ of Lemma~\ref{lem:gram}. After multiplying the
+entire form by five, \texttt{product} assigns weight five unless both
+function types are one; in that case the weights for equal and
+different external labels are one and four. The lower-triangle
+summation in \texttt{gaps} doubles the off-diagonal terms. Since the
+polynomial coefficients and $Z_\lambda$ are real, its real-moment
+expansion equals the full quadratic form for complex $Y_\lambda$.
+
+Consequently the expression formed by \texttt{gaps} is exactly
+\[
+ \mathcal Q=
+ 5\sum_\lambda 10^{15-e_\lambda}
+ \E\bigl(Y_\lambda^*Z_\lambda Y_\lambda\bigr).
+\]
+Apply \texttt{evmix} and then the certified mixed substitutions. On
+combining coefficients, we obtain the residual expansion in
+\eqref{eq:mixed-residual}, now indexed by the program's moment keys:
+\begin{equation}
+ \begin{gathered}
+ \mathcal Q=c_0+\sum_{K\ne\varnothing}c_K\,\mu_K,\\
+ c_0=-\frac{613302797399911}{6480},\qquad
+ \sum_{K\ne\varnothing}|c_K|
+ =\frac{179721388988719}{6480}.
+ \end{gathered}
+ \label{eq:exact-residual-coefficients}
+\end{equation}
+Here $\mu_K$ denotes the original moment named by a retained coordinate;
+the notation $K\ne\varnothing$ excludes the completely empty constant
+key. Both equalities of rational coefficients in
+\eqref{eq:exact-residual-coefficients} are checked exactly by the
+program, as is their strictly negative sum.
+
+It remains to justify the bound on these residual coordinates. A
+tagged pair coordinate is a real average of unit-modulus monomials, so
+$|m(A)|\le1$. A mixed coordinate is a real average of products of
+$g_s(a)$, each of absolute value at most one, so
+$|\mathcal M(\mathbf s;\mathbf a)|\le1$. Every coordinate retained by
+the substitutions is one of these original moments. The new linear
+combinations occur as expressions in the coordinates, not as newly
+named coordinates to which a bound is assigned. The constant
+coordinate is exactly one. Hence
+\[
+ 0\le\mathcal Q
+ \le c_0+\sum_{K\ne\varnothing}|c_K|
+ =-\frac{2007321335237}{30}<0.
+\]
+This proves Proposition~\ref{prop:mixed-certificate}. Together with
+the pair coefficient check, it completes the exact verification of
+both certificates using only the finite equations and integer data
+specified in Appendix~\ref{app:code}.
diff --git a/preprints/Exact-Fourier-certificates-for-complex-Hadamard-matrices-of-order-six-September-24-2026/verification/run.py b/preprints/Exact-Fourier-certificates-for-complex-Hadamard-matrices-of-order-six-September-24-2026/verification/run.py
new file mode 100644
index 0000000000000000000000000000000000000000..2563876ca2df23a97fc0cb3aa8737a1a4b927455
--- /dev/null
+++ b/preprints/Exact-Fourier-certificates-for-complex-Hadamard-matrices-of-order-six-September-24-2026/verification/run.py
@@ -0,0 +1,20 @@
+"""Run the exact verifier with assertions and its source checksum checked."""
+
+from hashlib import sha256
+from pathlib import Path
+import runpy
+import sys
+
+
+def main():
+ if sys.flags.optimize:
+ raise RuntimeError("Assertions must be enabled: omit -O and PYTHONOPTIMIZE.")
+ verifier = Path(__file__).with_name("verify.py")
+ expected = "104a7306205b8544c8f913f6afdb59603f2e04a207c9ac592c383b80eb0e2aa9"
+ if sha256(verifier.read_bytes()).hexdigest() != expected:
+ raise RuntimeError("The verifier differs from the source printed in the paper.")
+ runpy.run_path(str(verifier), run_name="__main__")
+
+
+if __name__ == "__main__":
+ main()
diff --git a/preprints/Exact-Fourier-certificates-for-complex-Hadamard-matrices-of-order-six-September-24-2026/verification/verify.py b/preprints/Exact-Fourier-certificates-for-complex-Hadamard-matrices-of-order-six-September-24-2026/verification/verify.py
new file mode 100644
index 0000000000000000000000000000000000000000..4aaa341f76b61cc27978bbcffbee01c1df26dd19
--- /dev/null
+++ b/preprints/Exact-Fourier-certificates-for-complex-Hadamard-matrices-of-order-six-September-24-2026/verification/verify.py
@@ -0,0 +1,576 @@
+# Exact computations on invariant moments
+import itertools
+from functools import lru_cache
+from fractions import Fraction as Q
+from math import gcd
+from collections import Counter
+memo = lru_cache(None)
+memo1 = lru_cache(80000)
+
+# tuples of tuples for matrices; "order" is the positive part norm
+def tr(A):
+ return tuple(zip(*A))
+def neg(a):
+ return tuple(-x for x in a)
+def opposite(A):
+ return tuple(map(neg,A))
+def plus(a,b):
+ return tuple(x+y for x,y in zip(a,b))
+def order(a):
+ return sum(x for x in a if x>0)
+def wt(L):
+ return sum(map(order,L))
+def basic(A):
+ return tuple(sorted(a for a in A if any(a)))
+
+@memo
+def perms(m):
+ return tuple(itertools.permutations(range(m)))
+def perm(a,p):
+ return tuple(a[i] for i in p)
+@memo
+def pp(c):
+ # Permute columns of like degree, and sort by degree
+ return tuple(p for p in perms(len(c)) if perm(c,p)==tuple(sorted(c)))
+def canon1(A):
+ B=tr(A); c=tuple(map(order,B)); C=tuple(sorted(c))
+ return C, min(tuple(sorted(tr(perm(B,p)))) for p in pp(c))
+@memo1
+def canonpair(A):
+ A=basic(tr(basic(tr(A))))
+ if not A:return ()
+ B=tr(A)
+ L=[]
+ for C in (A,opposite(A),B,opposite(B)):
+ if len(C)>=len(C[0]):
+ L.append(canon1(C))
+ return min(L)[1]
+
+@memo
+def parts(k,n,lo,hi):
+ if not n:return ((),) if k==0 else ()
+ return tuple((i,)+L for i in range(lo,min(k//n,hi)+1) for L in parts(k-i,n-1,i,hi))
+@memo
+def comps(k,n,cap):
+ if not n:return ((),) if k==0 else ()
+ return tuple((i,)+L for i in range(max(0,k-sum(cap[1:])),min(k,cap[0])+1)
+ for L in comps(k-i,n-1,cap[1:]))
+def vecs(k,n):
+ for u in comps(k,n,(k,)*n):
+ for v in comps(k,n,tuple(k*(i==0) for i in u)):
+ yield plus(u,neg(v))
+# sparse vectors
+def add(d,g,s=1):
+ for a,x in g.items():
+ v=x*s+d.get(a,0)
+ if v:d[a]=v
+ elif a in d:del d[a]
+def lin(g,F):
+ r={}
+ for a,x in g.items():add(r,F(a),x)
+ return r
+
+def expand_degree1(B,i): # sum on the right of (5), not signed
+ a=B[i]
+ C=B[:i]+B[i+1:]
+ v={}
+ for j,b in enumerate(C):add(v,evpair(canonpair(C[:j]+(plus(a,b),)+C[j+1:])))
+ return v
+
+@memo
+def evpair(A): # not projected yet
+ for B in (A,tr(A)):
+ assert len(B)<=6 and not any(map(sum,B))
+ for B in (A,tr(A)):
+ for i,a in enumerate(B):
+ if order(a)==1:
+ r={}
+ add(r,expand_degree1(B,i),-Q(1,7-len(B)))
+ return r
+ return {A:1}
+
+def allAB(r,c,output):
+ m=len(c);seen=set()
+ @memo1
+ def steps(i,s,t,key):
+ if i==7:return ()
+ k=r[i];rest=sum(r[i+1:]);w=[]
+ for u in comps(k,m,s):
+ ss=plus(s,neg(u))
+ for v in comps(k,m,tuple(j if h==0 else 0 for h,j in zip(u,t))):
+ a=plus(u,neg(v))
+ if a u)\le10(sA/u)^p\quad(u>0),
+ \qquad \E\abs Z\ge A/54.
+\end{equation}
+\end{lemma}
+
+The lower estimate bounds $A$ from an $L^1$ bound on $Z$;
+the upper estimate then gives concentration in probability uniformly in $n$.
+
+\begin{proof}
+Direct integration gives $\E f=sp/(p-1)=1$, and
+$\PP(f>u)=(s/u)^p$ for $u\ge s$. For all $u>0$ the same expression
+is an upper bound. If $Y=f-f'$ for independent copies, then $Y$ is
+symmetric and $\PP(\abs Y>u)\le2(s/u)^p$.
+For fixed $u>0$, the variables
+$X_j=a_jY_j\mathbf1_{\{\abs{a_jY_j}\le u\}}$ are independent and
+centered, and
+\[
+ \E X_j^2
+ \le\int_0^u 2v\,\PP(\abs{a_jY_j}>v)\,dv
+ \le\frac{4(s\abs{a_j})^p u^{2-p}}{2-p}.
+\]
+Except on the event that some $\abs{a_jY_j}>u$, the sums $Z$ and
+$\sum_jX_j$ agree. The union bound and Chebyshev's inequality therefore
+give
+\[
+ \PP(\abs Z>u)
+ \le\left(2+\frac4{2-p}\right)(sA/u)^p
+ \le10(sA/u)^p.
+\]
+
+For the lower bound, when $u\ge s$, the event
+$\{f>u+2s,\ f'\le2s\}$ gives
+\[
+ \PP(\abs Y>u)
+ \ge\left(\frac{s}{u+2s}\right)^p(1-2^{-p})
+ \ge\frac1{18}(s/u)^p.
+\]
+Here $u+2s\le3u$, $1-2^{-p}\ge1/2$, and $3^p\le9$.
+Suppose $A>0$ and omit zero coefficients. Since $\abs{a_j}\le A$,
+independence implies, for $u\ge sA$,
+\begin{align*}
+ \PP\left(\max_j\abs{a_jY_j}>u\right)
+ &\ge1-\exp\left(-\frac1{18}(sA/u)^p\right)\\
+ &\ge\frac1{36}(sA/u)^p.
+\end{align*}
+The last inequality uses $1-e^{-v}\ge v/2$ for $0\le v\le1$.
+Adjoin independent signs $\varepsilon_j\in\{-1,1\}$ of equal probability.
+For each fixed realization of the terms, averaging first over the sign
+of a term of largest absolute value gives
+\[
+ \E_{\varepsilon}\abs{\sum_j\varepsilon_j a_jY_j}
+ \ge\max_j\abs{a_jY_j},
+\]
+because $(\abs{b+c}+\abs{b-c})/2\ge\abs c$.
+The signed sum has the same law as $Z$, by independence and symmetry.
+Consequently,
+\[
+ \E\abs Z\ge\E\max_j\abs{a_jY_j}
+ \ge\frac1{36}\int_{sA}^\infty(sA/u)^p\,du
+ =\frac{A}{36p}\ge\frac A{54}.
+\]
+If $A=0$, both assertions are immediate.
+\end{proof}
+
+\subsection{Proof of the enlargement}
+
+The scalar estimates now let us control all linear combinations in the
+new space. We prove the three conclusions of Lemma~\ref{kw:enlargement}
+in the order that permits the number of multipliers to be chosen last.
+
+\begin{proof}[Proof of Lemma~\ref{kw:enlargement}]
+We first fix the distribution of the new multipliers and prove the first
+and third conclusions uniformly in their number. Only then will we
+choose the number of multipliers to obtain the averaging conclusion.
+
+\emph{Parameter choices.}
+Choose $c\in(0,h/4)$, and then $r,q>0$ sufficiently small that
+\begin{equation}\label{kw:rq-choice}
+ mq<1,\qquad
+ mq+h^{-1}\bigl(2mr+(1-mq)^{-1}-1\bigr) p(i)}}t_{hi}.
+\label{eq:bethe-inversion-support}
+\end{equation}
+For a nonidentity permutation, let \(r\) be the first nonfixed
+position, and let \(j>r\) be the label occupying it.
+Label \(r\) occurs at some position \(p(r)>r\).
+No smaller label contributes a negative shift to label \(r\);
+no larger label contributes a positive shift to label \(j\).
+Thus \eqref{eq:bethe-inversion-support} would imply
+\[
+ Y_r\geq X_{p(r)}>X_r\geq Y_j,
+\]
+which is incompatible with \(Y\in\mathcal C_{n_p}\).
+Only the identity permutation remains, and its coefficient is the
+identity color operator. It supplies the delta initial condition.
+
+The support argument also supplies the estimates needed to justify
+this limiting calculation and heat-kernel uniqueness. Let \(d\)
+be the shift vector on the right side of
+\eqref{eq:bethe-inversion-support}, so that
+\(z_i=X_{p(i)}+d_i\). The shifts belong to the cone generated by
+\(e_i-e_j\), \(i t_0\},\qquad
+ r_e^2=|\nabla_e q|^2+u_e^2.
+\]
+As in the retained class, compatible labels have disjoint complete
+supports, and their inventories must partition \(D(z)\).
+
+For a second mandatory covering sum \(\widetilde\Xi^\eta\), use a common
+label list and set absent weights equal to zero. Write
+\[
+ d_\ell=\|\widetilde\kappa_\ell-\kappa_{\ell,F}\|_\infty,
+ \qquad
+ b_\ell=\|\widetilde\kappa_\ell\|_\infty+
+ \|\kappa_{\ell,F}\|_\infty.
+\]
+The sum \(\widetilde\Xi^\eta\) may have complex weights. In the comparison
+below, its combined weights satisfy the retained support-hit cap
+\[
+ \sup_x\sum_{\ell:x\in P_\ell}e^{64s_\ell}b_\ell
+ \le C\exp(-p_0^{1/4}),
+\]
+where \(C\) is a fixed multiplier. Our objective is an integral bound in
+terms of \(\sum_\ell d_\ell e^{2s_\ell}\), uniform in the rectangle and
+in \(P\). We establish the analytic inputs before stating and proving
+that comparison.
+
+
+First we dispose of the part of the Brownian density outside \(\mathcal F\). Every such
+configuration requires a covering label retaining the curvature bound
+\eqref{eq:R10}. Summing that recurrence over the ultraviolet layers gives
+\[
+ F_N\ge c_L\beta^{3/2}(\log\beta)^{P_0}.
+\]
+After taking absolute values, discarding inventory and compatibility
+constraints bounds all other covering sums by \(e^{C_HV}\). The bounded
+terms of the exponent have the same cost. The remaining direct energy
+controls the real coordinate and the integer sums: integrate along a
+spanning tree, and use a reserved exponential in the increment to sum
+each remaining edge integer. This gives
+\begin{equation}
+ \int_{\mathcal F^c}|\text{Brownian endpoint density}|\,d\nu
+ \le P\exp\{-F_N+C_HV\}.
+ \label{eq:comparison-nonflat}
+\end{equation}
+The factor \(P\) is the unconstrained common translation. Conversely,
+an aligned cap in the trivial winding sector gives
+\begin{equation}
+ Z_{F,+}^{\rm end}\ge P\exp(-C_LV\log H).
+ \label{eq:comparison-cap-lower}
+\end{equation}
+The cap radius is a fixed multiple of \(H^{-1/2}\); there are no flags,
+the covering sum equals one, and its product measure and kinetic cost
+give the displayed bound. For the rectangles in \eqref{eq:R1},
+\(V\asymp\beta^{3/2}(\log\beta)^6\). Since \(P_0>20\),
+\eqref{eq:comparison-nonflat} is negligible relative to
+\eqref{eq:comparison-cap-lower}, even after an arbitrary phase is inserted.
+
+\subsection{Kinetic-row moments for the flat reference}
+\label{subsec:comparison-row-moments}
+
+Group the nonnegative direct and second-stack kinetic terms at their
+unoriented bonds. Truncation at a sufficiently large multiple
+\(D_1\asymp C_L(\log H)^2\), with all mask reads included in the stencil,
+gives nonnegative rows \(Y_e\) and a decomposition
+\begin{equation}
+ X_F^\eta=-\sum_eY_e+X_{\rm rem},\qquad
+ |X_{\rm rem}|\le C_LV,
+ \qquad
+ |X_{\rm rem}(z)-X_{\rm rem}(z')|\le C_Ln
+ \label{eq:comparison-remainder}
+\end{equation}
+when the configurations differ at \(n\) sites and the incident integer
+data. Exponential spatial localization of the kinetic kernels, in both
+row and column sums, controls the truncation tails. The
+regular and canonical fields give the support-hit bound in
+\eqref{eq:comparison-remainder}; the additional cubic slot has per-anchor
+size at most \(C_LHt_0^3=C_LH^{-1/2}p_0^3\), which still tends to zero
+after multiplication by every fixed logarithmic factor needed here.
+
+\begin{lemma}[Selected kinetic rows]
+\label{lem:comparison-row-moments}
+For a sufficiently large dyadic integer \(B_T\) comparable to a fixed
+power of \(\log H\), suppose the two periods are multiples of \(2B_T\). There exists \(0<\vartheta<1\)
+such that, for every set \(I\) of unoriented rows and either time seam,
+\begin{equation}
+ \frac{1}{Z_{F,+}^{\rm end}}
+ \int_{\mathcal F}e^{X_F^\eta}\Xi_F^\eta
+ \exp\left(\vartheta\sum_{e\in I}Y_e\right)d\nu
+ \le \exp(C_L|I|B_T^2\log H).
+ \label{eq:R16}
+\end{equation}
+The choices may make \(1-\vartheta\) smaller than any prescribed fixed
+inverse power of \(\log H\).
+\end{lemma}
+
+\begin{proof}
+We first check the reflection input to the lemma ``Exponential moments
+of selected rows'' in \cite[Lemma~7.3 and Equation~(7.5), Section
+``Integrated comparison of endpoint densities'']{O3Continuum}.
+At the fine scale, cut the flat reference into
+two half cylinders and choose lifts in each half. Their transverse
+integer windings must agree. Along either separating seam, fix an
+origin and express each boundary site's sheet by cumulative tangential
+integers. Flatness then says that every cross-link integer is the
+difference of these boundary sheet displacements plus one common
+integer. The common integers on the two seams can be summed independently.
+
+In the lifted variables, the kernel for one seam is consequently a
+product Gaussian kernel and Wilson \(q\)-kernel, summed over a common
+deck shift. Each unsummed kernel is positive semidefinite:
+the Gaussian is positive definite, and
+\(e^{\beta q\cdot Q}\) is positive definite by its power series.
+The common-shift sum preserves this property. Indeed, let \(g\)
+denote simultaneous translation by one sheet, including its sign on
+\(q\), and let \(K\) be the unsummed kernel. For a finite set of
+boundary configurations \(z_i\), the matrices
+\[
+ \frac1{2M+1}\sum_{a,b=-M}^{M}
+ K(g^az_i,g^bz_j)
+\]
+are Gram matrices. Simultaneous-shift invariance and Gaussian decay
+show that their limit is \(\sum_{n\in\mathbb Z}K(z_i,g^nz_j)\).
+The restrictions on the flat halves and their equal transverse winding
+are diagonal restrictions on these positive forms. Tangential
+directions are chosen the same in the two halves, and normal integers
+transform with their orientation. This proves seam reflection
+positivity of the untwisted flat reference.
+
+A minus-center twist inserts the isometry \(q\mapsto-q\) in the seam
+kernel. Cauchy--Schwarz therefore bounds a twisted pairing by the
+geometric mean of its two untwisted doubled-half pairings. The twist
+can be moved to any desired seam by a change of representatives.
+These statements pass through the exact observations. A half-observable
+uses only internal output sites and integers; its fine data and
+observation noises lie in that same half. The observation kernels are
+reflection equivariant on the lifts. Cross-link output integers are
+not read by such an observable and sum out by normalization. Thus the
+fine reflections can be taken at the block seams corresponding to the
+terminal reflections.
+
+We can now use the chessboard argument. In a translated grid of
+\(B_T\)-squares, retain the rows in \(I\) whose complete stencils are
+internal to one tile, with a margin \(C_LD_1\). The tile test is the
+exponential of their sum. Reflection disseminates a tile test to a
+subset of the kinetic rows without repetitions. To keep the integral
+over the unbounded lift finite, use coefficient \(1-\delta\) in this
+test, where \(\delta>0\) is a prescribed inverse power of \(\log H\).
+The unspent fraction \(\delta\) of every direct term supplies spanning
+tree integration and all deck sums. With
+\eqref{eq:comparison-remainder}, the absolute covering cap, and
+\eqref{eq:comparison-cap-lower}, a fully disseminated test has normalized
+integral at most \(e^{C_LV\log H}\). Both its numerator bound and its
+denominator lower bound have the same translation factor \(P\).
+
+Taking the chessboard root gives a cost
+\(e^{C_LB_T^2\log H}\) per occupied tile, and there are at most
+\(|I|\) occupied tiles. For a time twist, first place it at a tile seam
+and apply the preceding Cauchy--Schwarz bound. Both doubled arrays are
+untwisted, so their geometric mean has the same tile-counting cost and
+the same denominator \(Z_{F,+}^{\rm end}\).
+
+Finally average over the \(B_T^2\) translations of the grid. Each row
+is internal for a fraction at least \(1-C_LD_1/B_T\) of them.
+Generalized H\"older and \(Y_e\ge0\) give \eqref{eq:R16} with
+\[
+ \vartheta=(1-\delta)(1-C_LD_1/B_T).
+\]
+Reflection covariance permits the twist to be moved separately for
+each grid. Choose \(\delta\) small and then \(B_T\) large to obtain
+the stated accuracy. Truncating the nonnegative tests first and then
+using monotone convergence justifies the argument for unbounded rows.
+\end{proof}
+
+\subsection{Replacing rough regions on a rectangle}
+\label{subsec:comparison-edits}
+
+The next construction is the flat-lift version of the lemma
+``Replacement and its energy bounds'' in
+\cite[Lemma~7.4 and Equations~(7.7)--(7.8), subsection
+``Regions that can be replaced at an energy gain'']{O3Continuum}.
+The all-scale marking below is the feature that removes the source's
+bounded-aspect-ratio restriction.
+
+For a flat configuration, lift the data to \(\mathbb Z^2\), with their
+integer windings and prescribed sign twists, and put
+\[
+ f(x)=\max_{e\ni x}r_e,\qquad \alpha=\varepsilon t_0.
+\]
+The nonnegative function \(f\) is periodic, even though the lifted real
+coordinate need not be. Mark every site of every integer square on the
+cover whose average of \(f\) exceeds \(\alpha\), including squares of
+radius zero and of arbitrarily large radius. Let \(U\) be the projection
+of their union to \(\Lambda\). Dilate \(U\) in max distance by
+\(d=CD_1\), take the max-neighbor connected components, and retain the
+complete components containing a bond of \(D(z)\). Call these \(E_C\).
+Their inventories \(D_C\) are the original flagged bonds in the corresponding
+components; they form a partition of \(D(z)\).
+
+\begin{lemma}[Flat replacements and their costs]
+\label{lem:comparison-flat-edits}
+The constants \(\varepsilon>0\) and \(C\) can be fixed, in that order,
+so that the following holds for every sufficiently large \(H\) and every
+admitted rectangle with both periods sufficiently large depending on
+\(H\). For every flat configuration and every selected family of its
+regions \(E_C\), there is a measurable probability distribution of flat
+replacement configurations that leaves all other sites unchanged, changes
+only integers incident on replaced sites, removes exactly the inventories
+of the selected regions, and creates no flagged bond.
+
+If \(E\) is the union of the selected regions and \(n=|E|\), there is a
+set \(I_E\) of rows, containing every changed kinetic stencil, such that
+\( |I_E|\le C d^2n\). For the original configuration \(z\) and every
+sampled replacement \(z'\),
+\begin{equation}
+ \sum_{e\in I_E}Y_e(z)\ge cp_0^2n/d^2,
+ \qquad
+ \sum_{e\in I_E}Y_e(z')\le C_Ld^2p_0^2n.
+ \label{eq:comparison-edit-energy}
+\end{equation}
+Relative to the site and incident-integer measure, the conditional fill
+density is at most \(e^{C_Ln\log H}\) when \(E\ne\Lambda\), and at most
+\(P^{-1}e^{C_Ln\log H}\) when \(E=\Lambda\). Nonempty exterior data
+retain their original winding. In a whole-torus replacement one may
+choose the winding, while keeping the prescribed time seam.
+\end{lemma}
+
+\begin{proof}
+At every lift of a point of \(U^c\), all squares containing that point
+have average gradient at most \(\alpha\). The concentric-average proof
+in the cited lemma applies on the whole cover: the discrete
+\(L^1\) Poincar\'e inequality compares the point with averages on doubled
+squares, at scale \(R\) at cost \(CR\) times the average gradient.
+Compare two such averages at a scale comparable to their separation
+and sum the geometric scales. This gives, in the representatives
+transported by \(k\),
+\[
+ |q_x-q_y|+|w_x-w_y|\le C\alpha|x-y|_\infty
+ \qquad(x,y\text{ above }U^c).
+\]
+All sizes were admitted, so this estimate does not stop at the shorter
+period of the rectangle.
+
+Extend the real coordinate by distance cones. For example, the infimum
+of \(w_y+C\alpha|x-y|_\infty\) over prescribed lifts \(y\) is finite,
+agrees with the prescribed data, and is Lipschitz. The set of prescribed
+lifts includes every deck translate, so the extension has exactly the
+same additive winding under translation by a period.
+
+For \(q\), first extend its four Euclidean coordinates near the
+prescribed data. Averaging the upper and lower distance-cone extensions,
+and clipping to the bounded coordinate range if needed, makes this
+construction equivariant under the required sign changes. Within
+distance \(c/\alpha\) of the prescribed set its norm is bounded away
+from zero; normalization gives an \(S^3\)-valued extension with Lipschitz
+constant \(C\alpha\). Choose a rectangular mesh of spacing comparable
+to \(c'/\alpha\), with \(c'\) sufficiently smaller than \(c\), and
+preserve that extension in each mesh box meeting prescribed data.
+Choose the remaining vertices and shortest edge arcs per mesh orbit,
+then extend by the prescribed signs to all translates. Each unfilled
+box has a boundary map with a fixed Lipschitz bound after rescaling.
+
+Such a loop has a uniformly Lipschitz filling in \(S^3\). One concrete
+construction chooses a point separated from the antipodal image of the
+loop and normalizes the cone from that point to the loop. The antipodal curve
+has bounded length, so a fixed-radius tubular covering occupies less
+than the volume of \(S^3\); a point outside it exists. Ordered finite
+nets and fixed measurable choices of shortest arcs give measurable
+fillings. This is the quantitative filling construction of
+\cite[Lemma ``Quantitative filling on \(S^3\)'', Section ``Relative
+comparison of the retained densities'']{SharpO4}. Adjacent fillings use
+the same previously fixed edge maps. Defining choices by mesh orbits
+also makes the resulting map sign-equivariant on the cover. Both
+periods exceed the mesh size, which is the only period-size requirement
+in this construction.
+
+Sample the replaced spins independently in balls of radius \(c't_0\)
+around these extensions, using Haar measure in the sphere factor and
+Lebesgue measure in the real factor. Extend the samples to all
+translates with the original winding, and reduce to the chosen
+representatives, inducing the edge integers and the corresponding
+signs on \(q\). The extension equals the original data outside \(U\).
+Taking \(\varepsilon\) and \(c'\) sufficiently small therefore makes
+every new internal or boundary chord smaller than \(t_0\). The collar
+of each \(E_C\) ensures that no originally flagged bond crosses its
+boundary. Any subset of the regions can consequently be replaced
+independently, with exactly its inventories removed. Exterior and
+unselected data keep their original representatives and integers.
+
+If there are no prescribed data, perform the same mesh construction in
+the trivial integer winding, with the fixed time sign still imposed.
+For a whole-torus replacement one may use this construction and add a
+uniform common translation to the real coordinate. Each local sampling
+ball has four-dimensional volume bounded below by a fixed multiple of
+\(t_0^4\). Hence the fill density is at most \(e^{C_Ln\log H}\).
+In the whole-torus case the uniform translation supplies the additional
+factor \(1/P\), with any remaining fixed or polynomial factor in \(H\)
+included in the same exponential bound.
+
+It remains to check the energy estimates without an aspect-ratio loss.
+The image of a covering square may wrap around either period. In a
+wrapped coordinate the numbers of preimages of its sites differ by at
+most a factor two; thus the multiplicities in a square's torus image
+differ by at most a fixed factor. A marked square therefore still
+provides an average-gradient lower bound, with a decreased constant,
+on its image. Fixed dilations of these images have uniformly bounded
+volume ratios. Choose finitely many generating squares, possible
+because the torus has finitely many sites, and select disjoint images
+in decreasing order of size. Fixed enlargements of the selected images
+cover the generators. Dilation by \(d\) costs at most \(Cd^2\), so their
+total area in a region is at least \(c|E_C|/d^2\).
+
+On each selected image, either increments greater than \(t_0\) provide
+a fixed fraction of the average gradient, in which case the linear
+branch of the direct energy gives the required lower bound, or the
+quadratic branch does so by Cauchy--Schwarz. In both cases the energy
+is at least \(cH\alpha^2\) times its area. Bonds in the selected
+images have bounded overlap, and \(H\alpha^2=\varepsilon^2p_0^2\).
+This proves the first bound in \eqref{eq:comparison-edit-energy}.
+
+Take \(I_E\) to contain all rows within distance \(C'D_1\) of \(E\).
+Choose the multiplier in \(d\) after the stencil constants, so that
+the total stencil enlargement is less than \(d/2\). It then reads no
+marked part of an unselected dilated component: such marked parts
+remain at distance at least \(d\) from \(E\). On the other unchanged
+sites the exterior estimate applies, and on replaced sites the sampled
+chords are below \(t_0\). Every row read by \(I_E\) is therefore
+bounded by \(C_LHt_0^2=C_Lp_0^2\). The count
+\(|I_E|\le Cd^2n\) proves the second bound.
+\end{proof}
+
+\subsection{Integrating the covering identities}
+\label{subsec:comparison-covering-algebra}
+
+We now combine the row estimate and the replacement estimate. This is
+the step that avoids any pointwise division by a signed restricted sum.
+First choose \(B_T\) and \(\vartheta\) so that
+\begin{equation}
+ (1-\vartheta)C_Ld^2<\frac{c}{4d^2},
+ \qquad
+ \frac{p_0^2}{d^2}\gg d^2B_T^2\log H+\log H+1.
+ \label{eq:comparison-parameter-choices}
+\end{equation}
+These are the choices in \cite[Equations~(7.9)--(7.10)]{O3Continuum}.
+The first inequality is achieved by Lemma~\ref{lem:comparison-row-moments};
+the second follows by choosing \(P_0\) after the powers defining
+\(d\) and \(B_T\), and then increasing \(H\). We allow a fixed decrease
+of \(c\) to reserve some direct energy for the original real-coordinate
+integrations.
+
+\begin{lemma}[Integrated gain from a specified edit]
+\label{lem:comparison-edit-gain}
+Fix the exact site sets of a selected family of original regions, let their union
+be \(E\), and let \(n=|E|\). Let \(\mathcal Q\) be any measurable set
+of original flat configurations whose region construction gives those sets,
+with any further inventory restrictions imposed before sampling.
+Average the fillings of
+Lemma~\ref{lem:comparison-flat-edits}, keeping the original geometry fixed,
+and denote the filled configuration by \(z'\). Then, for either time seam,
+\begin{equation}
+ \frac1{Z_{F,+}^{\rm end}}\int_{\mathcal Q}e^{X_F^\eta(z)}
+ \mathbb E_{\rm fill\mid z}[\Xi_F^\eta(z')]\,d\nu(z)
+ \le \exp(-c'p_0^2n/d^2).
+\label{eq:comparison-edit-gain}
+\end{equation}
+This is the analogue of \cite[Equation~(7.15)]{O3Continuum}.
+\end{lemma}
+
+\begin{proof}
+Only rows in \(I_E\) change. Equations
+\eqref{eq:comparison-remainder} and \eqref{eq:comparison-edit-energy}
+give the exponent comparison
+\[
+ X_F^\eta(z)-X_F^\eta(z')
+ \le C_Ln-cp_0^2n/d^2+\sum_{e\in I_E}Y_e(z').
+\]
+Retain a fixed fraction of the original direct energy on edges incident
+on \(E\), decreasing \(c\). The first inequality in
+\eqref{eq:comparison-parameter-choices} then permits replacement of
+the last coefficient by \(\vartheta\), at a cost of at most a fixed
+fraction of the negative term.
+
+Apply the uniform bound on the conditional fill density, and integrate
+the original variables in \(E\) against the reserved direct weight.
+When \(E\ne\Lambda\), choose a spanning forest anchored in the unchanged
+exterior. Each tree edge integrates a real increment, while each
+remaining incident edge has an exponentially convergent integer sum.
+The spacing \(P\) is bounded below, so these costs are at most
+\(e^{C_Ln\log H}\), independently of \(P\). For \(E=\Lambda\), one
+tree root remains free and the cost is
+\(Pe^{C_Ln\log H}\). It cancels the factor \(1/P\) in the whole-torus
+fill density. Unchanged exterior data include their edge integers;
+only integers incident on \(E\) are summed in this operation.
+
+The final factor \(\Xi_F^\eta(z')\) is a complete positive flat-reference
+sum. We may therefore discard the restrictions defining \(\mathcal Q\)
+and integrate the final configuration against the complete positive
+reference density, retaining its flatness constraint. The resulting
+upper bound is
+\[
+ \exp\{C_Ln\log H-c''p_0^2n/d^2\}
+ \frac1{Z_{F,+}^{\rm end}}
+ \int_{\mathcal F}e^{X_F^\eta}\Xi_F^\eta
+ e^{\vartheta\sum_{I_E}Y_e}\,d\nu.
+\]
+There is no injective-change-of-variables assertion in this argument:
+the original and filled variables are integrated separately using the
+conditional-density bound. Apply \eqref{eq:R16},
+\(|I_E|\le Cd^2n\), and the second inequality in
+\eqref{eq:comparison-parameter-choices} to obtain
+\eqref{eq:comparison-edit-gain}.
+\end{proof}
+
+\begin{proposition}[Integrated comparison on flat rectangles]
+\label{prop:comparison-flat-integrated}
+Fix a constant multiplier of the retained covering cap. For sufficiently
+large \(H\), let \(e^{X_F^\eta}\Xi_F^\eta\) be the terminal flat-reference
+density constructed above, on any admitted dyadic rectangle whose
+periods exceed the stated \(H\)-dependent constant. Let
+\(\widetilde\Xi^\eta\) be another mandatory covering sum with the same
+inventory conventions and complete supports, allowing complex weights.
+Use a common label list, setting absent weights equal to zero, and define
+\[
+ d_\ell=\|\widetilde\kappa_\ell-\kappa_{\ell,F}\|_\infty,
+ \qquad
+ b_\ell=\|\widetilde\kappa_\ell\|_\infty+
+ \|\kappa_{\ell,F}\|_\infty.
+\]
+Suppose
+\[
+ \sup_x\sum_{\ell:x\in P_\ell}e^{64s_\ell}b_\ell
+ \le C\exp(-p_0^{1/4}),
+\]
+with the fixed multiplier \(C\), and with the support and load bounds of
+the retained class. Then, for either \(\eta\),
+\begin{equation}
+ \frac{\displaystyle\int_{\mathcal F}e^{X_F^\eta}
+ |\widetilde\Xi^\eta-\Xi_F^\eta|\,d\nu}
+ {Z_{F,+}^{\rm end}}
+ \le
+ \exp\left(\sum_\ell d_\ell e^{2s_\ell}\right)-1.
+ \label{eq:comparison-flat-cover}
+\end{equation}
+The constants are independent of the cutoff depth, the periods, their
+aspect ratio, and \(P\). The estimate also bounds the absolute difference
+of the two integrals after insertion of any common measurable multiplier
+of modulus at most one.
+\end{proposition}
+
+\begin{proof}[Proof of Proposition~\ref{prop:comparison-flat-integrated}]
+We use the identities and forest estimate of
+\cite[Sections~7.4--7.5]{O3Continuum}. The relevant subsections are
+``Exact covering identities and integration'' and ``Summing the forests.''
+
+Fix the original regions and their inventories, and sample their fillings
+once. If \(I\) is a set of regions left unfilled, write \(z(I)\) for the
+resulting configuration. Then
+\[
+ D(z(I))=\bigsqcup_{C\in I}D_C.
+\]
+Write \(\Xi(I)=\Xi_F^\eta(z(I))\) and
+\(\widetilde\Xi(I)=\widetilde\Xi^\eta(z(I))\).
+No filled configuration is reclustered.
+
+In a complete covering of these active inventories, join labels whenever
+their supports meet the same active region. Each connected group is a
+macrolabel: its enlarged support consists of its label supports and all
+active regions they meet, and its weight is the product of their weights.
+It covers in full every active region it touches. Distinct macrolabels
+have disjoint enlarged supports. For a site set \(S\) disjoint from the
+active regions, let \(\Xi(I;S)\) be the complete-inventory reference sum
+restricted to macrolabels avoiding \(S\). This restricted sum may be signed.
+Write \(w_U(z(I))\) for a macrolabel's product of reference weights, and
+\(\widetilde w_U(z(I))\) for the corresponding product of comparison
+weights; their enlarged supports are denoted by \(S_U\).
+
+Selecting a compatible macrolabel family \(\mathcal A\), with combined
+support \(S_{\mathcal A}\) and consumed regions \(B_{\mathcal A}\), leaves
+the background sum
+\(\Xi(I\setminus B_{\mathcal A};S_{\mathcal A})\).
+Each selected macrolabel consumes every active region its support meets,
+so \(S_{\mathcal A}\) is disjoint from the remaining active regions, as
+required in the definition of this restricted sum. Every remaining
+label avoids all changed sites and incident integer data, so its value
+and all eligibility tests are unchanged. Its inventory loses exactly
+the consumed inventories. Expanding the avoidance indicators by
+inclusion--exclusion, and expanding the difference of the two full
+products, gives
+\begin{align*}
+ \Xi(I;S)
+ &=\sum_{\substack{\mathcal A\ \mathrm{compatible}\\
+ S_U\cap S\ne\varnothing\ (U\in\mathcal A)}}
+ (-1)^{|\mathcal A|}
+ \prod_{U\in\mathcal A}w_U(z(I))\,
+ \Xi(I\setminus B_{\mathcal A};S_{\mathcal A}),\\
+ \widetilde\Xi(I)-\Xi(I)
+ &=\sum_{\substack{\mathcal A\ \mathrm{compatible}\\
+ \mathcal A\ne\varnothing}}
+ \prod_{U\in\mathcal A}
+ [\widetilde w_U(z(I))-w_U(z(I))]\,
+ \Xi(I\setminus B_{\mathcal A};S_{\mathcal A}).
+\end{align*}
+All macrolabels in these sums satisfy the full-inventory conditions just
+described. These are the cited exact identities. Iterate the first in the
+background factors arising from the latter. Its empty-family term is a
+complete reference sum, while every nonempty generation consumes an
+active region. Thus the recursion terminates at complete reference sums
+\(\Xi_F^\eta(z')\).
+
+Take absolute values only after these identities. Telescoping a
+macrolabel product difference marks one of its original labels, at cost
+\(d_\ell\), while all other label factors cost \(b_\ell\). The deterministic
+forest encoding from the cited proof has original labels and exact
+region site sets as vertices: internal edges describe each macrolabel,
+and a second edge type joins a later macrolabel to an intersecting one
+in the preceding generation. Root each component at its marked label.
+No region is repeated, because it is consumed at first use. No original
+label is repeated, because its fixed nonempty inventory becomes
+ineligible once consumed. The forest retains the generations, the
+marked choices, and every evaluation configuration. Thus the same
+counting applies with the present incident-integer convention.
+The common label list includes labels whose evaluated weight is zero;
+all spin-dependent eligibility tests stay in the evaluated weights.
+For a fixed encoded term the set \(\mathcal Q\) in
+Lemma~\ref{lem:comparison-edit-gain} is consequently defined from the
+original geometry and inventories before the fillings are sampled.
+
+Lemma~\ref{lem:comparison-edit-gain} assigns a region of \(n\) sites
+weight \(e^{-c'p_0^2n/d^2}\). On the rectangular torus the number of
+connected site animals of size \(n\) through a given site is at most
+\(C^n\), with a constant independent of either period. Let
+\(R=C_LM_0^2\) be a fixed support-to-load bound, so that
+\(|P_\ell|\le Rs_\ell\). For \(H\) large,
+\[
+ \sup_x\sum_{E\ni x}e^{-c'p_0^2|E|/d^2}e^{2|E|}
+ <\frac1{16R},\qquad
+ \sup_x\sum_{\ell:x\in P_\ell}b_\ell e^{2s_\ell}
+ <\frac1{16R}.
+\]
+Summing over an intersection site and the two edge types bounds the
+one-child sum at a vertex of size \(s\) by \(s/4\), including an
+exponential allowance for descendants. Induction on tree depth bounds
+all descendants by \(e^s\). A marked root consequently costs at most
+\(d_\ell e^{2s_\ell}\). Dropping disjointness between the resulting rooted
+trees and summing unordered nonempty root families gives
+\[
+ \sum_{j\ge1}\frac1{j!}
+ \left(\sum_\ell d_\ell e^{2s_\ell}\right)^j,
+\]
+which is \eqref{eq:comparison-flat-cover}. The support-hit bounds justify
+passing from finite to countable label lists. Positivity has been used
+only for complete flat-reference sums at the filled configurations,
+never for a restricted signed sum. A common multiplier of modulus at
+most one can be removed in this absolute estimate, proving the last
+assertion as well.
+\end{proof}
+
+\begin{proof}[Completion of Proposition~\ref{prop:rg-comparison}]
+Apply Proposition~\ref{prop:comparison-flat-integrated} with the Brownian
+covering sum on \(\mathcal F\). By \eqref{eq:cmp-terminal-distances}, the sum in \eqref{eq:comparison-flat-cover} is at most
+\(C_HV e^{-c_H\beta}\), and the scalar-stripped exponents have the same
+supremum discrepancy. The direct, unbounded rows agree exactly at the
+matched terminal couplings; all remaining exponent differences are
+bounded. The integrated estimate therefore also permits replacing the
+Brownian exponent by the reference exponent. Since \(V\) is polynomial
+in \(\beta\), this gives an error \(O(e^{-c\beta})Z_{F,+}^{\rm end}\),
+after decreasing \(c\). Add \eqref{eq:comparison-nonflat}.
+
+Finally insert the Brownian terminal phase in both flat integrals. Its
+modulus is one, with no bound required on its coefficient. On the
+reference side exact transport of winding through the observations
+identifies it with the initial multiplier
+\(\exp(i\phi\sum d_tv)\), for the corresponding real \(\phi\).
+Reassemble the exact observations and remove each regulator's accumulated
+bulk scalar. The two scalar coefficients need not agree, but each is
+independent of the periods and the time seam. The same coefficient for
+each regulator is therefore used for both seams and for time lengths
+\(m_t\) and \(2m_t\). The resulting scalar-stripped partition functions
+satisfy \eqref{eq:R1}, proving Proposition~\ref{prop:rg-comparison}.
+\end{proof}
+\subsection{Pressure under a small fugacity change}
+\label{subsec:comparison-pressure}
+
+The Brownian spectral calculation requires control of the particle numbers
+that maximize the transfer norm. For this purpose we need an upper bound
+on the change in the untwisted pressure when the logarithm of the fugacity
+is shifted by either sign of $1/b$. The geometry and the horizontal heat
+time must remain fixed during this change.
+
+\begin{lemma}[Pressure comparison at nearby fugacities]
+\label{lem:comparison-nearby-fugacity}
+Fix the blocking factor $L$ and the admission constants as above. Let
+$(b,r)$ be the matched Brownian parameters supplied by
+\eqref{eq:R15}, with $b=\beta+O_L(1)$ and $r=1+O_L(1/b)$.
+Consider the periodic rectangle with initial side lengths
+\[
+ X=L^N m_x,\qquad n=L^N m_t,\qquad
+ m_x\asymp\beta(\log\beta)^2,\qquad
+ m_t\asymp\sqrt\beta(\log\beta)^4,
+\]
+where the terminal lengths are dyadic and satisfy the admission conditions.
+Write $V=m_xm_t$ and $V_{\mathrm{site}}=Xn=L^{2N}V$.
+For $\sigma\in\{-1,1\}$ set
+\[
+ b'=b\exp\!\left(\frac{\sigma}{2b}\right),\qquad
+ r'=r\frac{b'}b.
+\]
+Thus the fugacity $\lambda_{\mathrm{fug}}=b^2/2$ changes by
+$\log(\lambda_{\mathrm{fug}}'/\lambda_{\mathrm{fug}})=\sigma/b$, while $r'/b'=r/b$.
+In particular, the horizontal heat time per initial interval, the width
+$W=Xr/b$, and the rectangle volume are unchanged. For all sufficiently
+large $\beta$, the actual untwisted Brownian partition functions satisfy
+\begin{equation}
+ \log Z^B(b',r')-\log Z^B(b,r)
+ \le V_{\mathrm{site}}
+ \left[b'r'-br+O_L\!\left(\frac1b\right)\right].
+ \label{eq:R17}
+\end{equation}
+The error is uniform in $\sigma$ and in the indicated rectangle lengths,
+with fixed constants in the two $\asymp$ conditions;
+the assertion also holds with $m_t$ replaced by $2m_t$.
+\end{lemma}
+
+\begin{proof}
+We first obtain the lower bound at the matched parameters, including the
+phase in \eqref{eq:R1}. In the initial variables, the flat reference is
+the product of a Wilson integral and a Gaussian lift, summed over their
+compatible windings. If $(k_x,k_t)\in\mathbb Z^2$ is the winding pair,
+the harmonic part of the Gaussian energy is
+\[
+ \frac{\pi^2}{2}
+ \left(c_x\frac{m_t}{m_x}k_x^2+
+ c_t\frac{m_x}{m_t}k_t^2\right),
+ \qquad c_x,c_t=\beta+O_L(1).
+\]
+The Gaussian fluctuation integral is the same in every winding sector.
+The corresponding Wilson integral has the center twists prescribed by
+$(k_x,k_t)$, and is at most its untwisted value. This last bound follows
+by expanding the Wilson bonds in powers: after spin integration the
+coefficients with no seam signs are nonnegative, and adding a center
+seam only inserts signs.
+
+Let $A_0$ denote the positive zero-winding contribution to the untwisted
+reference partition function. Since the phase has modulus one and is
+identically one at zero winding, the total absolute contribution of all
+other windings is at most $\varepsilon_\beta A_0$, where
+\[
+ \varepsilon_\beta
+ \le \sum_{(k_x,k_t)\ne(0,0)}
+ \exp\!\left\{-c\beta\left(
+ \frac{m_t}{m_x}k_x^2+
+ \frac{m_x}{m_t}k_t^2\right)\right\}=o(1).
+\]
+Indeed,
+$\beta\min(m_t/m_x,m_x/m_t)\to\infty$ for the chosen rectangles.
+Pairing opposite windings makes the phase-weighted reference integral
+real. It is therefore at least $(1-\varepsilon_\beta)A_0$, whereas the
+reference integral with phase zero is at most
+$(1+\varepsilon_\beta)A_0$. These comparisons are unchanged when the
+common reference volume scalar is removed.
+In particular,
+\[
+ Z^{F(\phi)}_+\ge
+ \frac{1-\varepsilon_\beta}{1+\varepsilon_\beta}Z^{F(0)}_+.
+\]
+
+Consequently the phase-weighted reference retains, up to a fixed factor,
+the aligned-cap lower bound established above. The integrated comparison
+\eqref{eq:R1}, obtained from \eqref{eq:R15}, transfers this lower bound
+to the matched Brownian integral after its volume scalars are removed.
+At the terminal layer that integral is thus at least
+\[
+ cP\exp(-C_L V\log H),
+\]
+where $P=\pi R_0$ is the terminal lift period.
+
+For the upper bound at $(b',r')$ we need only a short initial part of the
+renormalization. Initialize both runs with the same fixed $R_N$, and
+perform $s=\lceil\log b/\log L\rceil=O_L(\log b)$ steps; in particular,
+$s\ll N$. At forward step $h\le s$ the depth index
+is $j=N-h$ and $H_j\asymp b$. The initial displacement in the displayed
+couplings is bounded, and each coefficient step, with the prescribed
+coordinate rescalings, costs at most $C_L$. The displacement and the
+accumulated corrections are therefore at most $C_L(1+h)$. The admission
+bands have room for this initial segment at both parameter values.
+
+After $s$ steps the layer contains $L^{-2s}V_{\mathrm{site}}$ sites.
+The spanning-tree integration bound and the class caps, with the phase
+replaced by its absolute value, bound the remaining integral by
+\[
+ P_{N-s}\exp\!\left(
+ C_L L^{-2s}V_{\mathrm{site}}\log b\right).
+\]
+Our choice of $s$ gives $L^{-2s}\log b\le C_L/b$.
+The logarithm of this integral then costs
+$O_L(1/b)$ per initial site. The single factor $P_{N-s}$ has the same
+property: $|\log P_j|=O_L(\log b)$ throughout the trajectory, and
+$V_{\mathrm{site}}=L^{2N}V$ grows exponentially in $\beta$.
+
+It remains to compare the extracted scalars on this short segment.
+Let $S_s(b,r)$ denote their sum per initial site, including initialization
+and the first $s$ steps. A scalar extracted per output site at forward
+step $h$ has weight $L^{-2(h+1)}$ in this sum. By \eqref{eq:R14}, the
+initial scalar difference is
+\[
+ b'r'-br+O_L(1/b).
+\]
+Here the changes in $\log g$ and in the bounded Lipschitz initialization
+term are $O_L(1/b)$, and the two scalar remainders have that size as well.
+On the subsequent short segment, the bounds $H_j\asymp b$ and
+$C_L(1+h)$ on coefficient drift show that the shape, $\log g$, and
+$\chi$ arguments in \eqref{eq:R11} differ by at most
+$C_L(1+h)/b$. The rescaling schedule and the type of free history are
+the same in the two Brownian runs. The Lipschitz bound for the displayed
+terms in \eqref{eq:R11}, together with the absolute $O_L(1/H_j)$ bounds
+on its two remainders, consequently gives
+\begin{align*}
+ S_s(b',r')-S_s(b,r)
+ &=b'r'-br+
+ O_L\!\left(\frac1b\right)
+ \left(1+\sum_{h=0}^{s-1}(1+h)L^{-2(h+1)}\right)\\
+ &=b'r'-br+O_L(1/b).
+\end{align*}
+
+For the matched run, the scalars extracted after these $s$ steps also
+have total absolute size $O_L(1/b)$ per initial site. Indeed
+\eqref{eq:R11} bounds each by $C_L\log b$ per output site, and their
+remaining volume weights sum to $O_L(L^{-2s})$.
+The terminal lower bound above has logarithm bounded below by
+$\log(cP)-C_LV\log H$, whose negative part, divided by
+$V_{\mathrm{site}}$, is again $O_L(1/b)$. We have therefore proved
+\[
+ \frac{\log Z^B(b',r')}{V_{\mathrm{site}}}
+ \le S_s(b',r')+O_L(1/b),\qquad
+ \frac{\log Z^B(b,r)}{V_{\mathrm{site}}}
+ \ge S_s(b,r)-O_L(1/b).
+\]
+Subtracting and using the scalar comparison proves \eqref{eq:R17}.
+The argument uses the full matched trajectory only for the lower bound;
+the displaced parameters require just the admitted short segment.
+\end{proof}
diff --git a/preprints/Exact-mass-asymptotics-for-the-two-dimensional-O4-lattice-model-October-5-2026/build/sections/07-matching.tex b/preprints/Exact-mass-asymptotics-for-the-two-dimensional-O4-lattice-model-October-5-2026/build/sections/07-matching.tex
new file mode 100644
index 0000000000000000000000000000000000000000..c48130ff3cc42e31f14d44aac9bc0778dff17dcf
--- /dev/null
+++ b/preprints/Exact-mass-asymptotics-for-the-two-dimensional-O4-lattice-model-October-5-2026/build/sections/07-matching.tex
@@ -0,0 +1,767 @@
+\section{The finite coupling renormalization}
+\label{sec:renormalization}
+
+The comparison in Section~\ref{sec:comparison} supplies parameters
+$b=\beta+O(1)$ and $r=1+O(\beta^{-1})$. An additive constant in
+$\beta-b$ changes the mass prefactor, so the boundedness of this difference
+is not enough. We determine its limit by measuring the response to a small
+quaternion twist. The calculation has two parts: the finite Taylor maps
+show that the responses of the matched models agree through their constant
+terms, and a direct Gaussian calculation evaluates their difference in the
+microscopic variables.
+
+\subsection{A helicity probe of the matched trajectories}
+
+Let $e$ be a unit imaginary quaternion. On a square with $n$ initial cells
+in each direction, impose the boundary condition
+\[
+ q_{x+ne_i}=q_x\exp(\zeta e),\qquad i\in\{x,t\},
+\]
+with periodic boundary conditions in the other direction. The twist acts
+only on the quaternion field. In the Brownian model the physical horizontal
+circumference is $nr/b$; the square terminology refers to the initial cell
+coordinates. Write $Z_i^M(n;\zeta)$ for the resulting partition function in
+model $M\in\{F,B\}$, and define its helicity by
+\[
+ h_i^M(n)=-\left.\frac{\partial^2}{\partial\zeta^2}
+ \log Z_i^M(n;\zeta)\right|_{\zeta=0}.
+\]
+For $F$ we use the flat-lift model without its phase. Left and right
+quaternion twists have the same helicity: inversion of the quaternion
+field interchanges the two conventions and preserves the microscopic
+weights.
+
+\begin{proposition}[Helicity matching]
+\label{prop:matching-helicity}
+Fix the blocking factor $L$ and the admission constants as in
+Sections~\ref{sec:rg}--\ref{sec:comparison}. For every sufficiently large
+$\beta$, choose any matched trajectory satisfying \eqref{eq:R15}, with its
+parameters $b,r,c_x,c_t$. For $i=x,t$,
+\begin{equation}
+ \lim_{m\to\infty}\limsup_{s\to\infty}\limsup_{\beta\to\infty}
+ \left|h_i^B(mL^s)-h_i^F(mL^s)\right|=0,
+ \label{eq:R18}
+\end{equation}
+where $m$ tends to infinity through sufficiently large dyadic integers.
+The inner limit is taken with $m$ and $s$ fixed.
+\end{proposition}
+
+\begin{proof}
+We use the finite-volume coefficient method of
+\cite[Section ``Determining the kinetic drift,'' subsection
+``Computing the same coefficients after blocking'']{SharpO4}. Its inputs
+here are the finite Taylor maps established in \eqref{eq:R6}, the
+Brownian initialization \eqref{eq:R12}--\eqref{eq:R13}, and the matched
+coefficient bounds \eqref{eq:R15}. The partition comparison
+\eqref{eq:R1}, which concerns center seams on long rectangles, is not
+being differentiated.
+
+Fix $m,s$ and put $n=mL^s$. For sufficiently large $\beta$, the
+trajectory has at least $s$ layers. After $s$ observation steps the period
+is $m$, and the depth index of the original trajectory is $N-s$. We will prove
+\begin{equation}
+ h_i^M(mL^s)
+ =B_{i,N-s}^{q,M}+\mathcal C_i^M(m,s;\beta)
+ +O(C_Lm^D e^{-cm})+o_{\beta;m,s}(1),
+ \qquad M\in\{F,B\}.
+ \label{eq:matching-helicity-decomposition}
+\end{equation}
+Here $\mathcal C_i^M(m,s;\beta)$ is the Gaussian correction from the
+normalized order-two logarithmic expansion at period $m$, computed from
+the current canonical coefficients, shapes, and full free kernel. It
+includes the contribution of two order-one vertices. Its dependence on
+$\beta$ is through those current data; we do not assume that they
+converge as $\beta\to\infty$. The leading coupling must be identified
+exactly. The constant-order correction and the displayed winding error
+will then be controlled uniformly in $s$, whereas the last remainder
+needs only tend to zero for fixed $m,s$.
+
+Insert $s$ normalized observation kernels at the actual parameters of
+the matched trajectories. Choose the observation blocks inside the fundamental
+cell. Near an aligned configuration use the same equivariant formulas as in the renormalization construction; away
+from this neighborhood complete them by any local equivariant probability
+kernels. These completions need not depend on $\zeta$. For $B$, observe in
+the block lift near alignment and then reduce to the quotient. For $F$,
+first omit nonzero circle winding and work in its real lift. At fixed
+$n$, these omitted sectors and their first two quaternion-twist derivatives
+have relative size $O_n(\beta^C e^{-c_n\beta})$: harmonic circle winding
+has a positive cost of order $\beta$, and differentiating the finitely
+many twisted bonds costs only a polynomial in $\beta$. Thus their
+contribution to the helicity is $o(1)$. The normalized observation
+insertions leave the retained partition functions unchanged.
+
+Right twisting preserves the common left action on the quaternion field,
+so one may pin a last-layer quaternion spin. The common circle translation
+may also be pinned. More explicitly, subtract one output circle coordinate
+from every lifted coordinate. Integration of the remaining common
+translation over one period contributes exactly that period, independently
+of the other coordinates. This remains true if it was originally one
+microscopic circle value that was required to lie in a fundamental domain.
+The extracted phase is identically one on zero-winding configurations,
+since $\sum d_t v=0$; it therefore contributes no helicity term.
+
+We next justify the fixed-volume expansion and its identification with the
+bulk Taylor maps. After the two symmetries have been removed, the aligned
+saddle at $\zeta=0$ is unique and its transverse quadratic form is strictly
+positive. Count the angle $\zeta$ at the same scale as the chart fields,
+namely $g\asymp\beta^{-1/2}$. At fixed $n,s$ the Wilson expansion is an
+ordinary Laplace expansion. For the Brownian expansion, the endpoint and
+path estimates used in \eqref{eq:R12}--\eqref{eq:R13} give the same
+conclusion. Indeed, restrict endpoint bond distances to $g$ times a fixed
+power of $\log(g^{-1})$, and restrict the path-size variables of the
+initialization to a corresponding logarithmic bound. The endpoint and
+bridge tail estimates, together with the vertical endpoint-bond energy
+bound, make the complement smaller than any prescribed power of $g$.
+They remain valid after two derivatives in the scaled twist, by the
+endpoint-translation estimate. Integer lifts in the horizontal heat
+kernel are summed using its Gaussian bounds. Observation kernels similarly
+localize their variables in the aligned charts. Thus the relevant Taylor
+coefficients are Gaussian polynomial moments. Writing $\eta=\zeta/g$,
+expand the logarithm through normalized order two. At fixed $n,s$ its
+remainder and its first two $\eta$ derivatives at zero are $o(g^2)$,
+uniformly for the actual shape and coordinate-scale parameters in
+their compact bands. Since
+\[
+ h_i^M(n)=-g^{-2}\left.\partial_\eta^2
+ \log Z_i^M(n;g\eta)\right|_{\eta=0},
+\]
+this remainder contributes $o(1)$ to the unscaled helicity. For fixed $s$,
+all observation widths are comparable to $g$.
+
+To identify these coefficients, complete the Gaussians using full kernels
+rather than their numerical truncations. Extend each background field
+across the boundary with the prescribed right twist. Ambient linear
+kernels commute with this continuation, because right multiplication is
+orthogonal on $\mathbb R^4$; their compositions and adjoints fold with the
+same transport. If $T_x^q$ is the coarse reference field and
+$q_x=\exp(\xi_x)T_x^q$, then $\xi_x$ is ordinary periodic. In fact both
+$q_x$ and $T_x^q$ acquire the same right multiplier on crossing a period,
+which cancels in $q_x(T_x^q)^{-1}$. The affine row in the chart expansion
+therefore has the usual folded matrix on $\xi$ and a background term that
+is also ordinary periodic. The leading conditional Gaussian precision in
+the joint expansion, with both the twist and chart fields counted at scale
+$g$, is therefore the ordinary folded precision. Higher-order background
+and twist dependence remains among the Taylor vertices. This argument also
+applies to horizontal seam strips in \eqref{eq:R12}--\eqref{eq:R13}:
+endpoint transport leaves
+the left tangent logarithms and bridge variables periodic.
+
+Consequently every Wick contraction without a winding obstruction has the
+bulk formula, evaluated on the fields lifted along its contraction paths.
+Removing the anchored quaternion rotation cancels the right transports.
+The higher-order determinant and Jacobian terms remain among the Taylor
+vertices. The logarithmic determinant coefficients are sums over closed
+contraction paths and obey the same identification. Repeated transports
+on a path contribute at most a fixed power of its length to the twist jets
+under consideration, so the exponential path norms still sum absolutely.
+Linear circle terms telescope in this saddle calculation.
+
+There is one leading-order point for which an exponentially small estimate
+would be insufficient. At harmonic order the first jet of a twisted field
+is an affine slope plus an ordinary periodic field. The full free kernels
+preserve affine fields. For every folded free edge matrix, translation
+invariance makes the cross term between a constant slope and periodic
+gradients exactly zero. One can see this also at the last layer by using a
+linear ramp that vanishes at the pinned site: its sum with an ordinary
+periodic field describes every first jet with the given seam increment.
+The affine Hessian normalization therefore gives, exactly, the current
+directional coupling $B_i^q$ as the leading unscaled helicity on the square.
+The leading determinant is independent of the angle. The strip kernels
+have this same property by \eqref{eq:R3}. In particular no term of the form
+$\beta$ times an exponentially small winding error is discarded. The
+coupling resets in \eqref{eq:R6}, including those at initialization, allow
+us to use the actual running couplings: at fixed $s$ the remaining
+coefficient error is $o(1)$ and multiplies a chart quadratic.
+
+It remains to control the constant-order terms uniformly as the number of
+formal steps grows. At an output period $m'=mL^j$, a discrepancy between a
+finite-period Wick coefficient and its folded bulk value requires
+contraction paths to travel a distance at least $cm'$. The path estimates
+proved for both initializations give a bound $C_Le^{-cm'}$ per anchor;
+twist derivatives introduce only fixed path powers. A previously generated
+discrepancy grows by at most $C_L$ in one subsequent formal step. This may
+be estimated in the total absolute polynomial coefficient norm, including
+the number of anchors at the layer where it was generated: prediction and
+Wick substitutions have bounded row moments, and a new vertex attached to
+an old discrepancy is summed with the same intervertex covariance bound.
+The total angle is another field variable in this calculation. Its
+occurrences in predictions cost path moments rather than the period.
+Products of discrepancies satisfy the same polynomial estimates.
+
+Thus all winding contributions through normalized order two, including
+changes of coupling convention, are bounded by a fixed polynomial times
+\[
+ \sum_{j\ge0}C_L^{j+1}e^{-cmL^j}.
+\]
+At the final period the pinned Gaussian moments grow at most polynomially
+in $m$, by uniform ellipticity. Enlarging a fixed exponent $D$ gives the
+bound $C_Lm^D e^{-cm}$ for their contribution to the constant-order
+helicity, uniformly in $s$ after the inner limit. Normalized order-one
+polynomials have odd total degree in the scaled angle and Gaussian
+fields, and hence have zero direct second derivative after Gaussian
+integration. Their propagation into order two is already included in the
+bound. The estimate includes winding paths whose contractions leave a
+function of only a few sites.
+
+This proves \eqref{eq:matching-helicity-decomposition}: earlier bulk
+scalar terms have no angle dependence, and the remaining final-period
+Gaussian correction is $\mathcal C_i^M(m,s;\beta)$. After separating the
+leading coupling, the normalized coefficient slots have fixed caps and
+the shapes lie in compact bands. At fixed $m$, pinning removes the kernel
+of the uniformly elliptic free precision. The Gaussian moments and
+convergent path sums defining the order-two logarithmic correction are
+therefore Lipschitz in these data, with a constant depending on $m$ but
+independent of $s$.
+
+By \eqref{eq:R15}, the directional coupling discrepancies and canonical
+coefficient discrepancies at this layer are $O(\rho^s)$. The free-history
+estimates add a term tending to zero with $s$. Subtract
+\eqref{eq:matching-helicity-decomposition} for $F$ and $B$, first let
+$\beta\to\infty$ at fixed $m,s$, and then let $s\to\infty$. The result
+is bounded by $C_Lm^D e^{-cm}$, which tends to zero with $m$. This proves
+\eqref{eq:R18}. The use of fixed-volume expansions is legitimate even
+when $n$ is smaller than a numerical cutoff required for the exact
+retained-density representation: only the full-kernel formal coefficients
+are used in this argument.
+\end{proof}
+
+\subsection{The microscopic helicities}
+
+We now compute the constant terms that Proposition~\ref{prop:matching-helicity}
+compares. Let
+\[
+ D_j(k)=4\sin^2(k_j/2),\qquad
+ D(k)=D_x(k)+D_t(k),\qquad D_*(k)=k_x^2+D_t(k).
+\]
+For the square of side $n$, write $\int_{W,n}$ for the normalized
+momentum sum $n^{-2}\sum_k$ with both momenta in one period of
+$(2\pi/n)\mathbb Z$, and write $\int_{B,n}$ for the corresponding sum
+with $k_t$ in one period and $k_x\in(2\pi/n)\mathbb Z$ unrestricted.
+In both cases the single zero mode $(0,0)$ is omitted.
+
+\begin{lemma}[Gaussian helicity formulas]
+\label{lem:matching-microscopic-helicity}
+For each fixed even $n$, along the matched parameters as
+$\beta\to\infty$,
+\begin{equation}
+ h_i^F(n)=\beta-\frac32\int_{W,n}\frac{D_i}{D}
+ -4\int_{W,n}\frac{\sin^2 k_i}{D^2}+o(1),
+ \qquad i=x,t,
+ \label{eq:R19}
+\end{equation}
+and
+\begin{equation}
+ \begin{aligned}
+ h_x^B(n)&=\frac br-4\int_{B,n}\frac{k_x^2}{D_*^2}+o(1),\\
+ h_t^B(n)&=br-2\int_{B,n}\frac{D_t}{D_*}
+ -4\int_{B,n}\frac{\sin^2 k_t-D_t^2/4}{D_*^2}+o(1).
+ \end{aligned}
+ \label{eq:R20}
+\end{equation}
+The errors tend to zero with $n$ fixed. In the correction terms the shape
+parameter has already been replaced by its limit $r=1$.
+\end{lemma}
+
+\begin{proof}
+Distribute the twist uniformly over the links in its direction. We may
+use left multiplication, by the inversion symmetry noted above. In the
+Wilson model write the imaginary part of a spin, relative to its aligned
+value, as $\beta^{-1/2}\pi$, where $\pi$ has three real components. The
+leading Gaussian covariance of each component is $D^{-1}$. The second
+derivative of the bond factor contributes its scalar product, whose
+expectation gives
+\[
+ \beta-\frac{3}{2}\int_{W,n}\frac{D_i}{D}.
+\]
+The first derivative contains the chosen component of
+$\operatorname{Im}(q_{x+e_i}q_x^{-1})$. Its linear term telescopes on
+summing over links. Its quadratic term, up to an irrelevant sign, is
+$\pi_x\times\pi_{x+e_i}$. Choosing the first current component, put
+\[
+ S_i=\sum_x
+ \bigl(\pi_x^2\pi_{x+e_i}^3-\pi_x^3\pi_{x+e_i}^2\bigr)
+ =\sum_x\pi_x^2(\pi_{x+e_i}^3-\pi_{x-e_i}^3).
+\]
+Wick contraction yields
+\[
+ n^{-2}\mathbb E S_i^2
+ =4\int_{W,n}\frac{\sin^2 k_i}{D^2}.
+\]
+Subtracting this current variance proves \eqref{eq:R19}. Every quantity
+in this calculation is unchanged by adding a common field constant.
+Thus pinning one spin or using the mean-zero propagator gives the same
+answer. Nonzero circle windings in $F$ are exponentially small at fixed
+$n$ and do not alter this formula.
+
+For $B$, the Brownian quadratic energy and \eqref{eq:R13} give four
+independent tangent fields at scale $b^{-1/2}$: three quaternion
+components $\pi$ and the circle component, denoted $\nu$. At $r=1$ their
+covariance is $D_*^{-1}$. The vertical scalar product is multiplied by
+$\exp(i\Delta_t v)$, so all four fields contribute to its quadratic
+correction. This gives $br-2\int_{B,n}D_t/D_*$. The linear circle term
+again telescopes. The quadratic vertical current now has the form
+$S_t\pm iT_t$, where the horizontal coordinate is continuous:
+\[
+ \begin{aligned}
+ S_t&=\sum_{u=0}^{n-1}\int_0^n
+ \bigl(\pi^2(x,u)\pi^3(x,u+1)
+ -\pi^3(x,u)\pi^2(x,u+1)\bigr)\,dx,\\
+ T_t&=\sum_{u=0}^{n-1}\int_0^n
+ (\Delta_t\nu)(x,u)(\Delta_t\pi^1)(x,u)\,dx.
+ \end{aligned}
+\]
+The components occurring in $S_t$ and $T_t$ are independent. Hence
+\[
+ n^{-2}\mathbb E S_tT_t=0,\qquad
+ n^{-2}\mathbb E T_t^2=\int_{B,n}\frac{D_t^2}{D_*^2}.
+\]
+The derivative of the logarithm of a complex weight uses the ordinary
+bilinear second moment, with no complex conjugation. Thus the $iT_t$
+term contributes the negative of this last quantity to the current
+variance. Together with the Wilson current calculation, this is exactly
+the vertical formula in \eqref{eq:R20}.
+
+For the horizontal response, rotate each Brownian path steadily on the
+left. The deterministic-rotation identity for the heat measure used in
+\eqref{eq:R12}, in Stratonovich convention, gives the constant quadratic
+stiffness $b/r$. Its first derivative is the integrated current
+$\int\operatorname{Im}(dq\,q^{-1})$ in direction $e$, multiplied by
+$b/r$ and by the angle-per-period factor. The linear tangent term
+telescopes. The remaining Gaussian current is
+\[
+ \sum_t\int_0^n(\pi^2\,d\pi^3-\pi^3\,d\pi^2),
+\]
+whose variance, divided by $n^2$, is
+$4\int_{B,n}k_x^2/D_*^2$.
+
+For completeness, this last identity can be obtained without treating a
+Brownian derivative as a pointwise field. Interpolate the paths on a
+dyadic polygonal mesh of spacing $\ell=n/N'$, including all strip
+endpoints, and let $N'\to\infty$. The leading fields consist of
+independent Gaussian bridges with the deterministic interpolation and
+Gaussian $C^1$ additions from the strip completion. Polygonal
+Stratonovich approximation therefore converges with every fixed moment;
+there are no jumps at the finitely many joins. The point covariance has
+an absolutely summable horizontal Fourier series. Sampling replaces its
+coefficient at $-N'/20\). Integrating its logarithmic derivative across an
+interval of length at most \(4/L\) proves
+Equation~\eqref{eq:ord-residue-comparison}, with an absolute constant.
+At \(s_0\), the inequality \(\zeta_K(s_0)\ge1\) then gives
+\(\kappa\gg L^{-1}\).
+
+There are only finitely many fields with \(D0).
+\]
+For any fixed $0<\beta<1/2$, the conclusion is
+\begin{equation}
+ \sum_{x-yw,\ q\in\mathbb Q}\alpha(q).
+\]
+This is nonincreasing and right continuous. Values at rational jump
+points need not be preserved; only continuity points will be used.
+
+For $q_-
1\}}
+ (1+h_i^2+M_C(i)^2)
+ \le \sqrt{Q_BE_2}\,(1+h_i^2+Q_i).
+\end{equation}
+For \(\zeta_C\le1\), the corresponding errors are bounded by
+\(\sqrt{Q_B}(1+\sqrt{Q_i})(\sqrt{E_2}+E_2)\).
+H\"older, the weighted moments, and \eqref{eq:profile-tilt-moments}
+make both expectations vanish at fixed \(\lambda\) after the mesh
+and cell limits. For exploration from a filled region the same
+conclusion follows directly by discarding \(\zeta>1\) using
+\eqref{eq:profile-tilt-moments} and the actual band moments.
+The finite tilt estimates used here are
+\cite[Equations~(3.12)--(3.14)]{X}; the argument above identifies
+the sequence limits of all their moment inputs.
+
+\emph{Vanishing reach.}
+It remains to show that exploration from \(p\) is unlikely to cross
+the band and reach \(V\). Choose finite small-cell coverings
+\(i\) and \(B\) on the starting and target sides, respectively,
+with fixed positive gaps from the band, the starting region, and
+the target region. They cover separator strips,
+so any crossing cluster meets a cell on each side. The radius
+\(\rho\) of these cells is fixed before the band refinement.
+Choose the macroscopic threshold \(r>0\) below the fixed separations
+that a cluster joining the starting region, either comparison strip,
+the band, or the target must span. Every cluster contributing to
+the cross terms below then has diameter at least \(r\), and the
+previous moment and tilt estimates apply with this one threshold.
+Path anchoring bounds the remaining centered variance of an average
+in a reached cell by a constant \(C_0\) independent of \(\rho\).
+On the other hand, a logarithmic trial function supported away from
+the band gives the continuum band variance lower bound
+\[
+ c a_*\log(1/\rho)-C.
+\]
+The trial pays no band mass, so this bound is uniform in \(\lambda\).
+At a free wall it is restricted to the rectangle, which is permitted
+for the Neumann form. Since \(a_*>0\), choose \(\rho\) so small
+that the prior variance exceeds \(C_0+2c_0\) for a fixed \(c_0>0\).
+The band limits then give a gap at least \(c_0\) in the discrete
+laws, for each fixed strength and sufficiently fine partition and mesh.
+This is the only step that requires a positive height coefficient;
+it uses \(a_*>0\) in the limiting band law. The finite estimates
+require only \(b\in J\), with no assumption on \(a(b_k)\).
+
+There are two useful consequences of this gap. Write a target
+average as exposed plus unvisited height. The centered posterior
+variance is at most the prior variance and loses at least \(c_0\)
+if the cell is reached. Restoring its tilt has the vanishing
+errors just proved. Fair-sign resampling of the exposed term gives
+\begin{equation}\label{eq:profile-exterior-deficit}
+ c_0\Pbb_{W,N}(B\text{ reached})
+ \le\E_{W,N}\sum_{C:C\cap p\ne\varnothing}M_C(B)^2+o(1).
+\end{equation}
+Here and below \(o(1)\) vanishes in the first two limits at fixed
+\(\lambda\). A second comparison starts by biasing with \(|h_x|\),
+for \(x\in B\), and exposing its cluster. The finite size-bias
+inequality
+\[
+ \E[X^2|Y|]\ge\E X^2\,\E|Y|
+\]
+holds for real linear tests under centered band precision. It follows
+from the minimal characteristic logarithmic Hessian in the finite
+comparison rules: integrate
+\(\E[X^2\cos(tY)]\le\E X^2\,\E\cos(tY)\) against
+\(2\,dt/(\pi t^2)\) after subtracting the identity at zero.
+Consequently the pre-exposure second moment at \(i\) is at least
+its unbiased variance. The completed-cluster bias cancels from
+the conditional complement law. Apply the same variance deficit,
+multiply by \(\E|h_x|\), and average \(x\) over \(B\). This yields
+\begin{equation}\label{eq:profile-biased-deficit}
+ c_0\E_{W,N}\sum_{C:C\cap i\ne\varnothing}M_C(B)
+ \le\E_{W,N}\sum_C M_C(B)M_C(i)^2+o(1).
+\end{equation}
+Only clusters spanning the fixed separation contribute to the
+exposed or tilted terms. They have a fixed positive diameter,
+so \eqref{eq:profile-large-tilts} justifies their summed errors.
+Equations \eqref{eq:profile-exterior-deficit} and
+\eqref{eq:profile-biased-deficit} are the two finite deficit
+comparisons in \cite[Equations~(3.16)--(3.17),
+proof of Proposition~3.8]{X}.
+
+As \(\lambda\to\infty\), the inverse forms \(T_\lambda^{-1}\)
+decrease to the inverse with a hard zero band on \(K\). This follows
+from weak energy compactness and recovery by functions zero on \(K\).
+The band separates \(B\) from \(i\), so
+\((B,T_\lambda^{-1}i)\to0\). By
+\eqref{eq:profile-cluster-cross}, the limiting expectation of
+\(\sum_CM_C(B)M_C(i)\) therefore vanishes. On
+\(\max_CM_C(i)\le R\), the right side of
+\eqref{eq:profile-biased-deficit} is at most \(R\) times this cross
+sum. Its remaining tail tends to zero as \(R\to\infty\), uniformly
+after the first two limits and toward large \(\lambda\), because
+\[
+ \sum_CM_C(B)M_C(i)^2\le\sqrt{Q_B}\,Q_i
+\]
+and the \(Q\)'s have arbitrary fixed moments uniformly in that
+order of limits. Thus the first-mass sum on the left of
+\eqref{eq:profile-biased-deficit} vanishes. Every cluster joining
+\(p\) to \(B\) visits some cell \(i\). Truncating
+\(\max_CM_C(B)\) in \eqref{eq:profile-exterior-deficit} and applying
+these first-mass bounds, with the same moment control of its tail,
+proves
+\begin{equation}\label{eq:profile-vanishing-reach}
+ \lim_{\lambda\to\infty}\limsup_{\ell\downarrow0}
+ \limsup_{k\to\infty}\limsup_{N\to\infty}
+ \Pbb_{W,N}\bigl(\text{exploration from }p
+ \text{ reaches }V\bigr)=0.
+\end{equation}
+
+\emph{Pinned tests and the grounded approximation.}
+On a finite subdivided graph, explore every cluster meeting the
+primary pin region. If it does
+not reach \(V\), the exposed part of \(X_{g,n}\) is zero.
+The centered posterior has the pin \(p\), possibly further zero
+pins and increased segment precision, and a nonnegative restricted
+band form. Its variance is at most the variance of \(X_{g,n}\)
+under the primary hard-pin law on that subdivided graph, by finite
+precision comparison. At fixed primary graph, this latter variance
+converges as \(N\to\infty\) to the Bessel hard-pin variance.
+The averaged tilt errors vanish as above. On failure,
+Cauchy--Schwarz bounds the actual second-moment contribution by
+the fourth-moment root times the square root of the failure
+probability. The band fourth moment is uniformly bounded in the
+successive limits, whereas \eqref{eq:profile-vanishing-reach}
+makes that probability vanish. Hence
+\[
+ \liminf_{k\to\infty}\Var_p X_{g,n}
+ \ge a_*\mathcal E_U(g,g).
+\]
+The free variance bound gives the opposite limsup. For every real
+\(t\), the finite lower bound for the logarithmic moment generating
+function and the upper bound obtained by releasing the pin give
+\[
+ \frac{t^2}{2}\Var_p X_{g,n}
+ \le \log\E_p e^{tX_{g,n}}
+ \le \log\E_{\rm free}e^{tX_{g,n}}.
+\]
+The free release is permitted because \(A_{U,n}g_n\) has total zero.
+The two endpoints converge to \(a_*t^2\mathcal E_U(g,g)/2\).
+Applying this to finite linear combinations gives the joint
+Gaussian Laplace limit for these tests; uniform primary exponential
+moments give their polynomial moment limits. Weak free-face terms
+may be approximated first by bounded density smears in primary
+reference cost, with the gap from \(p\) and \(K\) preserved.
+
+Finally let \(f\) be any bounded piecewise continuous density,
+and set \(v=G_pf\). Smooth shifts \(g_j\) vanishing near \(p\),
+and allowed to meet the free walls, are dense in \(\mathcal H_p\)
+in energy. Choose \(\mathcal E_U(v-g_j,v-g_j)\to0\).
+The ordinary mixed-form approximation on these rectangular
+geometries, as stated in \cite[Section~3.1 and proof of
+Theorem~3.1]{X}, gives
+\begin{equation}\label{eq:profile-grounded-approximation}
+ \lim_{k\to\infty}
+ \mathcal R_{p,n}\bigl(f_n-A_{U,n}g_{j,n}\bigr)
+ =\mathcal E_U(v-g_j,v-g_j),
+\end{equation}
+where \(\mathcal R_{p,n}\) is the squared dual norm of the unit-edge
+form grounded on \(p\). To see the precise form of this approximation,
+let \(A_{p,n}\) be the restriction to unpinned coordinates and put
+\(v_n=A_{p,n}^{-1}f_n\). The left side before its limit is
+\[
+ (f_n,A_{p,n}^{-1}f_n)-2(f_n,g_{j,n})
+ +(g_{j,n},A_{U,n}g_{j,n}).
+\]
+Mixed inverse-form convergence, quadrature, and smooth energy
+consistency give respectively
+\(\mathcal E_U(v,v)\), \(\mathcal E_U(v,g_j)\), and
+\(\mathcal E_U(g_j,g_j)\), proving
+\eqref{eq:profile-grounded-approximation}. Values of a test on pinned vertices are
+immaterial in this norm. Equivalently, a flow representing its
+unpinned coefficients may discharge into the pinned vertices.
+This is why \eqref{eq:profile-grounded-approximation} imposes no
+zero-total condition on \(f\).
+
+Uniform reference-cost bounds make the difference between the two
+smears in \eqref{eq:profile-grounded-approximation} tend to zero
+in every fixed moment, first as \(k\to\infty\) and then
+\(j\to\infty\). Their fixed linear exponential bounds give the
+same passage for Laplace transforms, by Cauchy--Schwarz applied to
+\(e^{t(h,f_n)}-e^{tX_{g_j,n}}\). The limiting variance is
+\(a_*\mathcal E_U(v,v)=a_*\int_UfG_pf\).
+Apply the argument to every finite linear combination of the
+\(f_i\)'s and use polarization to obtain
+\eqref{eq:profile-pinned-covariance}, with the asserted joint
+Laplace and moment convergence.
+\end{proof}
+
+Two choices of pin will be used below. If \(D\) is an inner rectangle
+and \(p=U\setminus D\) is its positive-width rectangular rim, then
+\(\mathcal H_p\) identifies
+with \(H^1_0(D)\) by zero extension, and
+\eqref{eq:profile-pinned-covariance} is the Dirichlet covariance
+\(a_*G_D\). If a positive-width primary collar surrounds a compactly
+supported shift inside an unwrapped torus rectangle, zero pinning
+that collar separates its interior law from the exterior. The lemma
+therefore applies to that interior law as well.
+
+
+\subsection{Torus limits and uniform zero-coefficient estimates}
+
+\begin{proposition}[Gaussian laws at continuity scales]\label{prop:gaussian-profile}
+Let $w$ be a continuity point of the extracted profile, let
+$\delta_k\log_Ln_k\to w$, and put $a_*=\mathcal A(w)$.
+The free rectangular limits are those in
+Lemma~\ref{lem:profile-free}; if $a_*>0$, their fractional means have
+the conclusion of Lemma~\ref{lem:profile-phase}, and their fixed
+primary pinned geometries have the Gaussian Laplace and moment limits
+of Lemma~\ref{lem:profile-pins}. In particular, on a square interior
+surrounded by a fixed positive-width zero rim, the covariance of
+bounded piecewise continuous density smears converges to
+$a_*(-\Delta_D)^{-1}$, with
+Dirichlet boundary on that square.
+
+On the zero-winding height torus of side $n_k$, every smooth periodic
+shift $g$ satisfies
+\begin{equation}\label{eq:profile-torus}
+ \Var(h,A_{\mathrm{tor}}g_k)\longrightarrow
+ a_*\int_{\mathbb T^2}|\nabla g|^2.
+\end{equation}
+Thus the area-weighted first cosine observation in
+\eqref{eq:physical-cosine} has limiting variance
+$a_*\mathfrak g$, where $\mathfrak g=1/(8\pi^2)$.
+\end{proposition}
+
+\begin{proof}
+The free and pinned assertions have been proved. For the torus upper
+bound, cut into small fixed rectangles, restrict the gradient test to
+each piece, and use \eqref{eq:profile-partial-upper}. The omitted seams
+and the gradient approximations have uniformly vanishing reference
+cost. Therefore the limsup in \eqref{eq:profile-torus} is at most its
+right side. This already proves the assertion when $a_*=0$.
+
+For $a_*>0$, first suppose that $g$ is supported in an unwrapped
+rectangle strictly inside one torus chart. Add primary zero pins on a
+collar of fixed positive width surrounding its support inside that
+chart. Centered precision comparison decreases variance. The collar
+separates the interior law from the torus exterior, and
+Lemma~\ref{lem:profile-pins} gives the interior variance limit.
+Indeed the torus test equals the grounded interior test there, and
+$(-\Delta_D)^{-1}(-\Delta g)=g$ because $g$ vanishes near the
+collar. Its variance is therefore $a_*\int|\nabla g|^2$, matching
+the upper bound. For general $g$,
+use a finite smooth partition of unity to write $g$ as a sum of shifts
+supported in such charts. On each joint covariance subsequence the
+upper-bound defect is a positive semidefinite quadratic form. Since
+its diagonal vanishes on each summand, its cross terms with those
+summands vanish as well. It therefore vanishes on their sum.
+
+For the cosine density $f(x)=\cos(2\pi x_1)$, its inverse torus
+Laplacian is $g=f/(4\pi^2)$ and
+$\int|\nabla g|^2=1/(8\pi^2)$. The discrete eigenvalue converges to
+$4\pi^2$ after multiplication by $n_k^2$. The normalizing correction
+has vanishing reference cost, which proves the last assertion.
+\end{proof}
+
+\begin{corollary}[Uniform affine transforms on a zero interval]
+\label{cor:profile-zero-uniform}
+Suppose $I=[u,v]\subset(0,\infty)$ consists of continuity points of
+$\mathcal A$ and $\mathcal A=0$ on $I$. Fix a compact set
+$K\subset\R^2$ and $\lambda\in\R$. For a free square of side $m$
+write $X_{m,p}=(h,A_{B_m}(p\cdot x/m))$. Then
+\begin{equation}\label{eq:profile-zero-uniform}
+ \sup_{\substack{m\in\N:\ \delta_k\log_Lm\in I\\p\in K}}
+ \left|\E_{B_m,b_k}^{\mathrm{free}}e^{\lambda X_{m,p}}-1\right|
+ \longrightarrow0.
+\end{equation}
+The assertion is unchanged by translating the squares or multiplying
+their sides by factors in a fixed compact subset of $(0,\infty)$,
+provided their resulting logarithmic scales stay in a fixed
+zero-profile neighborhood of $I$.
+\end{corollary}
+
+\begin{proof}
+If $a_m(b_k)$ failed to tend to zero uniformly on the stated set,
+there would be offending $m_k$ and a subsequence with
+$\delta_k\log_Lm_k\to w\in I$. This contradicts
+\eqref{eq:profile-limit}. Square symmetry gives
+$\Var X_{m,p}=a_m(b_k)|p|^2$, uniformly small for $p\in K$.
+The reference exponential bound at $\pm2\lambda$ supplies uniform
+integrability of $e^{\lambda X_{m,p}}$. Since $X_{m,p}\to0$ in
+probability uniformly over these choices, the expectations tend to
+one uniformly. Translation does not change the law. The extra side
+factors change $\delta_k\log_Lm$ by $o(1)$; compactness gives the
+last statement.
+\end{proof}
+
+\subsection{Excluding intermediate positive coefficients}
+
+The fixed-temperature coefficient gap in \cite[Theorem~2.5]{X}
+is proved by growth
+of a face characteristic coefficient. For a moving temperature, a
+single growth comparison cannot be iterated at arbitrarily many
+scales. We instead integrate those comparisons over a compact
+logarithmic interval. The initial characteristic coefficient must
+therefore have a quantitative lower bound on this interval.
+
+Let $\rho_m^{\mathrm{sym}}$ be one quarter of the sum of the four
+face probabilities of $B_m$, and define
+\begin{equation}\label{eq:profile-z}
+ z_m(b)=\E_{B_m,b}^{\mathrm{free}}
+ e^{i(h,\rho_m^{\mathrm{sym}})}.
+\end{equation}
+It is strictly positive and at most one.
+
+\begin{lemma}[Relative growth of the face phase]\label{lem:profile-ratio}
+There is $c>0$, independent of sufficiently large fixed integer $G$,
+with the following property. If $w$ is a continuity point and
+$\mathcal A(w)=a_*>0$, then along every sequence
+$\delta_k\log_Lm_k\to w$,
+\begin{equation}\label{eq:profile-ratio}
+ \liminf_k\frac{z_{Gm_k}(b_k)}{z_{m_k}(b_k)}
+ \ge cG^{2-a_* /(4\pi)}.
+\end{equation}
+For each fixed such $G$ there is also $c(G)>0$ such that
+\begin{equation}\label{eq:profile-ratio-rough}
+ z_{Gm}(b)/z_m(b)\ge c(G)
+\end{equation}
+for all sufficiently large $m$ and all $b$ in the fixed compact
+temperature interval.
+\end{lemma}
+
+\begin{proof}
+We use the finite soft joining formula
+\cite[Equation~(2.11)]{X}. Tile $B_{Gm}$ by $G^2$ free
+$m$-squares. The outer-face phase has cell totals $\xi_i$, supported
+on boundary cells, with $\sum_i\xi_i=1$ and
+$\sum_i\xi_i^2\le C/G$. On the space of neutral cell totals choose a
+flow right inverse $P$ on the neighboring-cell graph, and let
+$\rho_{ij}$ be the probability on the face of cell $i$ adjoining
+cell $j$. Define a vector
+$\mathsf H$ in that neutral Euclidean space by
+\[
+ (\mathsf H,d)=\sum_{\langle i,j\rangle}P(d)_{ij}
+ \bigl((h_i,\rho_{ij})-(h_j,\rho_{ji})
+ -\bar\eta_{ij}\bigr),
+\]
+where $\bar\eta_{ij}$ is the mean of the independent Bessel seam
+increments with the same orientation. Translating cells by constants
+changes $\mathsf H$ by the neutral projection of those constants. Penalize by
+$e^{-|\mathsf H|^2/2}$ and sum relative translations, quotienting by their
+common translation. The auxiliary-confinement argument in the proof
+of Lemma~\ref{lem:profile-phase} justifies the finite precision
+comparisons for these sums.
+Poisson summation gives the positive numerator
+\begin{equation}\label{eq:profile-soft-sum}
+ \sum_{\substack{q_i\in\Z\\\sum_iq_i=1}}
+ e^{-|q-\xi|^2/2}\,
+ \prod_i\phi_{m,b}\left(s_i+
+ \sum_{j\sim i}P(q-\xi)_{ij}\rho_{ij}\right)
+ \chi_m(P(q-\xi)),
+\end{equation}
+up to a common scalar. Here $s_i$ is the restriction of the outer
+phase to cell $i$, $\rho_{ij}$ is its seam-face probability, and
+$\chi_m$ is the characteristic function of the independent seam
+averages. The denominator is the corresponding sum with $s=0$ and
+total zero. This follows by Fourier transforming the Gaussian penalty
+on the neutral space. The reciprocal of the projected cell-translation
+lattice is the neutral integer lattice. Exact seam matching adds centered precision, so the joined
+coefficient is at least this soft coefficient.
+
+For fixed $G$, the denominator tends to one along the sequence in
+\eqref{eq:profile-ratio}. Its zero sector is one. Every nonzero
+sector contains a nonzero integer cell total and tends to zero by
+Lemma~\ref{lem:profile-phase}; the Gaussian weights permit dominated
+convergence. Each fixed-flux seam characteristic tends to one because
+the seam averages have variance $O(m^{-1})$.
+
+Retain the sectors $q=e_{i_0}$ with $i_0$ at distance at least $G/4$
+from the boundary. The radial flow of \cite[Equation~(2.14)]{X} has outward face
+fluxes $H_{i,\pm j}$, constant outer flux $1/(4G)$, and cell
+divergence $e_{i_0}$. Set
+\[
+ D_{ij}=\tfrac12(H_{i,+j}-H_{i,-j}),\qquad
+ S_{ij}=H_{i,+j}+H_{i,-j}.
+\]
+The unit-cell radial field, corrected to have constant boundary flux,
+gives
+\begin{equation}\label{eq:profile-radial-cost}
+ \sum_{i,j}D_{ij}^2\le\frac1{2\pi}\log G+C,
+ \qquad \sum_{i,j}S_{ij}^2\le C.
+\end{equation}
+One may obtain it by integrating
+$(x-x_0)/(2\pi|x-x_0|^2)+E(x)$ across cell faces, where the Neumann
+boundary correction has $|E|\le C/G$ and $|\nabla E|\le C/G^2$.
+The radial energy is $(2\pi)^{-1}\log G+O(1)$, and the face-sum
+errors are summable. The constants are uniform for the retained
+central cells. Prescribe $P(e_{i_0}-\xi)$ to be these flows for all
+retained $i_0$ and extend linearly. This is possible because the
+vectors $e_{i_0}-\xi$ are linearly independent, their central
+coordinates being distinct.
+
+In each cell expand the logarithm of its characteristic coefficient
+about the symmetric four-face profile of the same total. Square
+symmetry makes the linear term vanish on every zero-total face
+perturbation. The logarithmic Hessian bound thus gives the product
+lower bound
+\begin{equation}\label{eq:profile-relative-lower}
+ z_m(b)\exp\left\{-\tfrac12\sum_i\Var(h,Y_i)\right\},
+\end{equation}
+where $Y_i$ is the difference from that symmetric profile. Since
+$q_i=S_{i1}+S_{i2}$, its decomposition is explicitly
+\begin{align*}
+ Y_i={}&\sum_{j=1}^2D_{ij}(\rho_{i,+j}-\rho_{i,-j})\\
+ &+\frac{S_{i1}-S_{i2}}4
+ (\rho_{i,+1}+\rho_{i,-1}-\rho_{i,+2}-\rho_{i,-2}).
+\end{align*}
+Square reflections make these three components mutually orthogonal.
+The two odd face differences have variance exactly $a_m(b)$; the even
+component has reference cost at most $C(S_{i1}^2+S_{i2}^2)$. Lemma~\ref{lem:profile-free} and
+the reference bound give
+\[
+ \limsup_k\sum_i\Var(h,Y_i)
+ \le a_*\sum_{i,j}D_{ij}^2+C\sum_{i,j}S_{ij}^2.
+\]
+The Gaussian sector weight is bounded below because
+$|e_{i_0}-\xi|$ is bounded. There are at least $c_0G^2$ such sectors.
+Combining these facts with \eqref{eq:profile-radial-cost} proves
+\eqref{eq:profile-ratio}. The additive energy constant and the even
+component constant are uniform, since $a_*\le a$ and the reference
+bounds are uniform. Therefore its prefactor $c$ does not depend on
+$G$ or on the positive continuity value.
+
+For \eqref{eq:profile-ratio-rough}, keep $G$ fixed and retain just one
+central sector. Bound every variance in
+\eqref{eq:profile-relative-lower} by its reference cost. The soft
+denominator is at most the fixed finite-dimensional Gaussian lattice
+sum, since all its characteristic factors are at most one. The
+selected seam factor has a uniform positive lower bound: a mean over
+$m$ independent Bessel increments at fixed flux $q$ has
+characteristic function
+$\exp\{bm(\cos(2\pi q/m)-1)\}$, which is bounded below uniformly
+in large $m$ and in the compact temperature interval. There are only
+finitely many seams. These bounds prove \eqref{eq:profile-ratio-rough}.
+Crucially, \eqref{eq:profile-relative-lower} retains the factor
+$z_m(b)$ regardless of how small it is.
+\end{proof}
+
+\begin{lemma}[Critical lower bound for the face phase]
+\label{lem:profile-subexponential}
+For the fixed buffer $D_0$ and block ratio $L$,
+\begin{equation}\label{eq:profile-subexponential}
+ -\log z_{D_0L^j}(\bc)=o(j),\qquad j\to\infty.
+\end{equation}
+Moreover $z_m(b)\ge z_m(\bc)$ whenever $b\le\bc$.
+\end{lemma}
+
+\begin{proof}
+At $\bc$, \cite[Equation~(2.15)]{X}, the fixed-temperature version
+of \eqref{eq:profile-ratio}, has coefficient $a=8\pi$. Taking $c_1$ to be the smaller of $1$ and half the prefactor in that
+liminf bound, we obtain a constant independent of sufficiently large
+fixed $r$ such that
+for $G=L^r$,
+\[
+ z_{Gm}(\bc)\ge c_1z_m(\bc)
+\]
+for all $m$ beyond a threshold depending on $r$. Fix $r$ and iterate
+on each residue class of $j$ modulo $r$. The finitely many initial
+coefficients are strictly positive. Hence
+\[
+ \liminf_{j\to\infty}j^{-1}\log z_{D_0L^j}(\bc)
+ \ge r^{-1}\log c_1.
+\]
+Now let $r\to\infty$ and use $z_m\le1$ to obtain
+\eqref{eq:profile-subexponential}. Characteristic coefficients
+decrease with $b$ by the chain precision comparison, giving the last
+claim. The lower bound is therefore uniform for all $b\le\bc$.
+\end{proof}
+
+\begin{proposition}[The profile has one jump, at the passage time]
+\label{prop:profile-step}
+The profile extracted in Proposition~\ref{prop:profile} satisfies
+\begin{equation}\label{eq:profile-step}
+ \mathcal A(w)=a\quad(0
b^{5/4}\log N\). A second application shows that, except for
+a proportion \(O(b^{1/2})+o_N(1)\) of the steps, this failure
+probability is at most \(b^{1/4}\). Call these steps good. Thus at
+a good step,
+\begin{equation}
+ \Pp(Z=z\mid F_{a+Cb})
+ \le N^{b^{5/4}}\Pp(Z=z\mid F_a)
+ \label{a02:palette-likelihood}
+\end{equation}
+at the sampled value, apart from probability tending to zero with
+\(b\).
+
+\paragraph{The switching experiment.}
+Fix a good step. We will make \(m+1\) traversals, whose \(m\)
+internal arrival times supply the variables of a full-rank endpoint
+map. Its endpoint must lie in the small union of targets supplied
+by \Cref{a02:descendant-count}; comparing those volumes will force
+the required increment. Start with \(E^0\sim\Pp\), keep every time
+in the same \(I_a\), and proceed as follows. At the beginning of
+traversal \(p+1\), draw a fresh event \(\widetilde E^p\) from
+\(\Pp\) conditional only on
+\[
+ F_{a+Cb}(\widetilde E^p)=F_{a+Cb}(E^p).
+\]
+Write \(t_p=t(E^p)\) for the running time and
+\(\widetilde t_p=t(\widetilde E^p)\) for the refreshed event's
+witness time. Both lie in the same fine interval
+\(I_{a+Cb}\), but the refresh leaves the running time at \(t_p\).
+Choose a color \(\kappa_p\) by the rule below and set
+\[
+ \varphi_p=f_{\kappa_p,i_{\kappa_p}(\widetilde E^p)}.
+\]
+Draw \(E^{p+1}\), including its time \(t_{p+1}\), freshly from
+\(\Pp\) conditional only on this arm's color, index, and \(I_a\).
+Traverse \(\varphi_p\) from \(t_p\) to \(t_{p+1}\). The increments
+can have either sign.
+
+Before any failures are removed, \(E^p\) and \(\widetilde E^p\)
+have marginals bounded by \(2^p\Pp\). Refreshing on a state preserves
+a marginal bound of this form. For a traversal, dominate the
+adaptively selected arm kernel by the sum of the two color kernels;
+each color kernel preserves \(\Pp\) after averaging over its
+index and interval. This proves the assertion inductively.
+
+The possible coarse states stay in a subpower neighbor set of the
+start. A refresh preserves \(F_a\), since the finer state includes
+it. A traversal preserves the chosen arm's bins at \(a\) and at
+all earlier levels: its index and \(I_a\) determine these data.
+At either endpoint the other arm is within \(K\)-neighbor bins.
+There are only finitely many coordinates at the fixed grid and
+only \(m+1\) traversals. Thus all possible coarse states lie in a
+start-determined set of size \(K\), after increasing \(K\).
+
+Let \(t_a\) be the center of \(I_a\), and subtract the order \(J\)
+Taylor polynomial \(T\) of one starting arm there. On traversal
+\(p+1\), put \(\varphi=\varphi_p\) and set
+\[
+ s=(t-t_a)N^{r(a)},\qquad
+ Y_j=N^{l_j(a)}\partial_t^j(\varphi-T)(t),
+ \quad 0\le j
0\) with the following property. Let \(M,\Delta>0\), and put
+\(R=M/\Delta\).
+For sufficiently large \(R\), two lists of real-on-real algebraic
+sheets cannot satisfy all of the following, with
+\(0<\eps\le\eps_*\) and \(d\le d_0\):
+\begin{enumerate}
+\item each list has at most \(R^{d+\eps}\) members, and each member
+is within \(M R^\eps\) in norm of one common algebraic reference
+sheet;
+\item a subprobability law on pairs of indices and a common real
+base point in the comparison domain has total mass at least
+\(R^{-\eps}\), with each index-base marginal bounded by
+\(R^\eps\pi_{\kappa,i}\,dz\), where the \(\pi_{\kappa,i}\) are
+probability weights, separately in each color;
+\item on its events, the two values differ by at most
+\(\Delta R^\eps\), whereas the norm of their difference on the
+comparison ball is at least \(M R^{-\eps}\).
+\end{enumerate}
+Fixed multiplicative constants may be absorbed by decreasing
+\(\eps_*\) or taking \(R\) larger.
+\end{corollary}
+
+\begin{proof}
+The positive pair mass makes both lists nonempty. Choose a member
+\(f_*\) of one list as reference. By the common-reference bound
+and the triangle inequality, every list member satisfies
+\(\|f_i-f_*\|\le2MR^\eps\). Subtract \(f_*\) and divide by \(M\);
+this reference has the same algebraic degree bound and common
+holomorphic domain as the list members.
+The closure properties and \Cref{lem:algebraic-norm} give derivative
+upper bounds through any required fixed order with loss \(R^{C\eps}\).
+At every incident point, the difference has a jet of bounded order
+of size at least \(R^{-C\eps}\). The zeroth-order value cannot
+supply this lower bound when \(R\) is large and \(\eps\) is
+sufficiently small, because its upper bound is \(R^{-1+\eps}\).
+A finite set of real directions detects a positive-order
+directional derivative. Select one order, direction, and interior
+product box carrying a fixed fraction of the pair mass.
+
+Slice parallel to that direction. Fubini's theorem supplies a
+fiber interval with sliced pair mass at least \(R^{-C\eps}\).
+Before normalizing this slice, each of its two index-time
+marginals is still bounded by \(R^{C\eps}\) times the original
+probability index weights. Normalization costs only another
+\(R^{C\eps}\). Rescale the fiber interval, whose geometry and
+holomorphic margins are fixed. The restricted sheets meet
+\Cref{lem:two-color-matching} with \(N=R\), with only fixed
+multiples of \(\eps\) in all loss exponents. Choose \(\eps_*\)
+below that lemma's tolerance divided by these constants.
+\end{proof}
+
+
+\subsection{Trading terminal thickness for time}
+\label{a02:terminal-extension-subsection}
+
+We now apply scalar-sheet matching to a true terminal chart system.
+The aim is to enlarge its time intervals by a factor \(N_0^e\),
+while losing at most \(Ce\) in thickness depth. The new chart labels
+must still be known from the old terminal observation. This last
+requirement determines the construction: one old incidence will choose
+a new label, and a second incidence on the same trajectory will provide
+a short list containing it.
+
+\begin{lemma}[Terminal time extension]
+\label{lem:terminal-extension}
+Fix \(d_0<1\) and angular parameters \(S,\eta>0\).
+There are constants \(C<\infty\) and \(c>0\), depending only on
+these fixed parameters and the fixed model dimensions and test
+degrees, with the following property. Suppose an exact problem in
+\(C(d)\), \(d\le d_0\), of length \(L\) has a true terminal system
+at horizon exponent \(h>0\). For every
+\[
+ 0
0\), apply \Cref{lem:algebraic-norm} to
+\(f-L\) with \(\|f-L\|_{C^0(U)}\leq2S_0\).
+All fixed derivatives of order at least two are bounded by
+\(KS_0\) on a slightly larger interior. If \(S_0=0\), \(f\)
+is affine and these derivatives vanish.
+
+Sample seven velocities in each retained state, sequentially
+avoiding all preceding points and joining lines. The prepared
+breadth gives a positive probability that all triple determinants
+of \({\bf v}_i=(1,v_i)\) have size at least \(K^{-1}\).
+Palette domination turns this into a product-palette mass at
+least \(K^{-1}\) of eligible bin tuples. Averaging fixes one
+tuple with common directional witnesses on states carrying an
+inverse-subpower fraction of the current mass.
+Using fine bin centers transfers their tests to actual base
+points in those states. For \(R\), its preceding derivative
+bounds make all mesh errors negligible relative to \(a_2/a\).
+For \(f\), the Hessian and higher derivative errors are bounded
+by \(KS_0\) times the normalized position and velocity errors.
+Choose those errors at most \(h^2/K\), independently of \(S_0\).
+Common-state mass and the base ceiling again give base volume
+at least \(K^{-1}\). Apply \Cref{lem:algebraic-norm} to the
+directional derivative functions themselves; differentiation
+of the simple root preserves bounded algebraic relation degree
+on the stable domain.
+We obtain throughout \(U\), also after the fixed further
+differentiations needed below,
+\begin{equation}\label{a05:seven-tests}
+ |D_{{\bf v}_i}^2f|\leq K(a_2+S_0h),\qquad
+ |D_{{\bf v}_i}^3R|\leq Ka_2/a.
+\end{equation}
+The weaker \(S_0h\) allowance absorbs the \(S_0h^2\) transfer
+error and subpower losses.
+All ball radii and margins here cost only \(K\).
+
+Differentiate the first tests once and apply the injective
+cubic two-copy test in \Cref{lem:tensor-kernels}. Its polynomial
+conditioning is subpower, so
+\begin{equation}\label{a05:third-f}
+ \|\nabla^3f\|\leq K(a_2+S_0h).
+\end{equation}
+If \(S_0\leq a_2/h\), a quadratic Taylor polynomial \(f_2\)
+approximates \(f\) on \(U\) within \(Ka_2\).
+The test \(w-f_2((z-z_c)/h)\) is quadratic in parent variables,
+has derivative one and curvature zero, and fits the long
+witnesses. This includes \(S_0=0\).
+
+\paragraph{The conic case.}
+Suppose \(S_0>a_2/h\).
+Let \(u_c\) be the ball center and \(L'\) the affine Taylor
+polynomial of \(f\) there. Define
+\[
+ q(x)=\frac{1}{2S_0}\nabla^2f(u_c)[x,x].
+\]
+Taylor's theorem and \Cref{a05:third-f} give
+\begin{equation}\label{a05:f-conic}
+ \frac{f(u)-L'(u)}{S_0}
+ =q(u-u_c)+O(Kh).
+\end{equation}
+The relative derivative bound gives \(\|q\|\leq K\).
+Conversely the definition of \(S_0\) yields
+\[
+ 1\leq \|q\|_{C^0(U-u_c)}+Kh\leq K\|q\|+Kh,
+\]
+so \(\|q\|\geq K^{-1}\).
+The Hessian tests imply \(|q({\bf v}_i)|\leq Kh\).
+Choose one parameter \(A=N^{o(1)}\) controlling all coefficient
+norms, direction sizes, and inverse triple determinants.
+Since \(h\) is a fixed negative power, \Cref{a05:real-conic}
+applies. It gives a determinant lower bound \(K^{-1}\) for
+\(q\), and exact real zeros \({\bf v}'_i=(1,v_i')\) with
+\[
+ |{\bf v}'_i-{\bf v}_i|\leq Kh,
+ \qquad
+ |\det({\bf v}'_i,{\bf v}'_j,{\bf v}'_k)|\geq K^{-1}.
+\]
+Thus even a nearly singular or nearly definite proposed
+quadratic is quantitatively controlled before inversion.
+
+The independent derivative bounds for \(R\) from
+\Cref{a05:normalized-test} show that these shifts alter its
+rank-three, rank-four and rank-five contractions by at most
+\(Kh\). This is negligible compared with
+\(a_2/a=h^{e_2}\), because \(e_2<1\).
+The differentiated tests in \Cref{a05:seven-tests} therefore
+remain \(Ka_2/a\) in the shifted directions.
+Apply the exact-conic kernels of \Cref{lem:tensor-kernels}.
+The fifth derivatives of \(R\) are bounded by \(Ka_2/a\);
+at \(u_c\), the cubic and quartic Taylor tensors are within
+\(Ka_2/a\) of \(q\) times a linear form and a multiple of
+\(q^2\), respectively. Taylor expansion through degree four gives
+\begin{equation}\label{a05:R-restoration}
+ R(u)=R_2(u)+q(u-u_c)L_1(u)
+ +\lambda_0q(u-u_c)^2+O(Ka_2/a),
+\end{equation}
+where \(R_2\) is quadratic, \(L_1\) is affine, and all displayed
+coefficients are bounded by \(K\).
+To justify division in these factors, the coefficient norm of
+a product of polynomials of fixed degrees is bounded below by
+a positive constant times the product of their coefficient
+norms. Normalize the factors and use compactness and the
+absence of zero divisors. Since \(\|q\|\geq K^{-1}\), division
+by \(q\) or \(q^2\) costs only \(K\).
+A constant term of \(L_1\) can be absorbed into \(R_2\).
+
+On the earlier long witnesses, put
+\[
+ H'(u,w)=\frac{w-L'(u)}{S_0}.
+\]
+Because \(a_2/S_01\).
+For \(h\le r\le1\), smoothing at scale \(r\) bounds the energy kernel
+by \(C_s\max(r,|x-y|)^{-s}\). The \(r\)-ball and dyadic annuli,
+using the interval cap, give
+\begin{equation}\label{re:energy-bound}
+ I_s^r(\lambda)\le C_sK'
+ \left(r^{S-s}+\sum_{j:2^jr\le1}(2^jr)^{S-s}+1\right)
+ \le C_s'K'.
+\end{equation}
+Fix \(03\) and \(c(m-1)>3\); subpower \(K,D\) then make
+the right side at most \(h^3\) for sufficiently small \(h\).
+
+Fix \(e<\varepsilon/8\). Independently draw \(C_i,D_i\), \(1\le i\le m\),
+from the law in \Cref{re:flat-coefficients}.
+Use the \emph{same coefficient tuple} in two independent endpoint sums:
+\[
+ Z=\sum_{i=1}^m(C_i a_i+D_i b_i),\qquad
+ Z'=\sum_{i=1}^m(C_i a_i'+D_i b_i').
+\]
+For every fixed coefficient tuple, \Cref{re:common-sets} bounds
+the support of each sum by \(K_mh^{-1}\) cells. Conditional on the
+tuple, \(Z,Z'\) are independent samples from the same distribution.
+Cauchy--Schwarz on those cells therefore gives
+\begin{equation}\label{re:collision-lower}
+ \Pp(|Z-Z'|_\infty\le h\mid(C_i,D_i)_{i=1}^m)
+ \ge h/K_m.
+\end{equation}
+
+Averaging over the coefficient tuple gives the same unconditional
+lower bound. For the upper bound, first fix the sampled endpoints.
+Outside the event in \eqref{re:bad-wedge}, choose two difference
+vectors \(r,s\) from the list \(\{v_i,u_i\}\) with
+\(|r\wedge s|>\Delta\), making the choice from endpoints alone.
+Condition on every coefficient except the two attached to \(r,s\).
+They are still independent copies of the flat coefficient law,
+even if the two vectors have the same index \(i\). The condition
+\(|Z-Z'|_\infty\le h\) restricts these two real coefficients to a
+parallelogram of area \(O(h^2/\Delta)\) and perimeter
+\(O(Dh/\Delta)\). It meets at most
+\(C((1+D)/\Delta+1)\) squares of side \(h\): count interior squares
+by area and boundary squares by perimeter. Independence and
+\eqref{re:coefficient-flatness} give probability at most
+\(C_e^2h^{2-2e}\) for each square. Hence
+\begin{equation}\label{re:collision-upper}
+ \Pp(|Z-Z'|_\infty\le h)
+ \le h^3+K_m\frac{h^{2-2e}}{\Delta}
+ =h^3+K_mh^{1+\varepsilon/2-2e}.
+\end{equation}
+This contradicts \eqref{re:collision-lower}, since
+\(\varepsilon/2-2e>0\) and \(K_m\) is subpower.
+
+Thus for every fixed \(\varepsilon,c>0\), eventually
+\(p(h^{1-\varepsilon})>h^c\). Take a sufficiently slow diagonal
+\(\varepsilon,c\downarrow0\), after the fixed integers and their
+thresholds at each stage have been chosen. This gives width
+\(w=h^{1-o(1)}\) and mass \(m_0=h^{o(1)}\); no expression of
+unbounded length is used at any fixed tolerance.
+If \(q_0\) is a unit vector along the common strip direction,
+the first-coordinate projection of either strip within \([-D,D]^2\)
+has length at most \(C(D|(q_0)_1|+w)\). Summing
+\eqref{re:first-coordinate-cap} over the resulting pairs of
+\(h\)-intervals gives
+\[
+ m_0\le CK(D|(q_0)_1|+w+h)^2.
+\]
+Since \(m_0\) is subpower below and \(K,D\) subpower above, while
+\(w\to0\) by a fixed power at each diagonal stage,
+\(|(q_0)_1|\ge h^{o(1)}\). The common slope
+\((q_0)_2/(q_0)_1\) is therefore subpower bounded.
+\end{proof}
+
+\begin{proposition}[Retained-edge planar rigidity]\label{re:retained-edge-rigidity}
+Under \Cref{re:graph-data}, after increasing to a new subpower
+\(K_*\), there are a represented \(\kappa_0\), at least
+\(h^{-2}/K_*\) \emph{original} edges of \(G_{\kappa_0}\), and
+\(|\lambda|+|c_A|+|c_B|\le K_*\) such that on those edges
+\[
+ |x_2-\lambda x_1-c_A|+
+ |y_2-\lambda y_1-c_B|\le K_*h.
+\]
+No fixed-power dependence of \(K_*\) on the initial subpower
+\(K\) is asserted.
+\end{proposition}
+\begin{proof}
+The rounding and \Cref{re:graph-bsg} give \eqref{re:individual-bsg}.
+\Cref{re:common-sets} fixes \(\kappa_0,A_*,B_*\) while retaining
+\(h^{-2}/K\) edges of \(G_{\kappa_0}\); its scalar closure and
+\Cref{re:flat-coefficients} meet the inputs of
+\Cref{re:parallel-strips}. Give those retained original edges
+their uniform law. Conditioning on a subset of size at least
+\(h^{-2}/K\) inflates \eqref{re:first-coordinate-cap} only by a
+subpower factor, since \(|G_{\kappa_0}|\le K^2h^{-2}\).
+The invertible dilation \(y\mapsto-\kappa_0y\) likewise changes
+an \(h\)-interval into at most \(K\) \(h\)-intervals, preserving
+the cap with another subpower factor. \Cref{re:parallel-strips}
+selects subpower mass of these same edges. Undoing that dilation
+preserves the common slope and edge identities; it changes strip
+width and intercept by at most a subpower factor. Endpoint norms
+bound both intercepts once the slope is subpower bounded.
+Absorb all losses, including the slow diagonal, into \(K_*\).
+\end{proof}
+
+\subsection{An affine--skew row from line incidences}
+
+We apply the planar rigidity theorem to a row evaluated along moving
+lines. In a fixed direction, the line intercept and the row's
+evaluation are nearly constant. Long line segments therefore give
+small planar projection sets. Two directions provide the endpoints
+of a graph, and a third direction provides its small restricted
+sumset.
+
+\begin{lemma}[Affine--skew row fit]\label{a06:row-fit}
+Let \(z(t)=(t,Z(t))\), \(0\le t\le1\), be affine trajectories
+with velocity \((1,v)\), and suppose positions and velocities are
+bounded by a subpower factor \(K\). Let \(\mu\) be an incidence
+measure of mass at least \(1/K\), dominated by \(K\) times a
+trajectory prior times Lebesgue measure in time. At a fine fixed-power
+mesh \(\xi\), suppose a probability law \(\pi\) on velocities
+satisfies \(\pi(I)\le K|I|^S\) for some fixed \(S>0\) and all
+intervals with \(\xi\le|I|\le1\). Suppose also that every pair
+of position and velocity cells obeys
+\[
+ \mu(z_\xi,v_\xi)\le K\xi^2\pi(v_\xi).
+\]
+Let \(T\in[-K,K]^2\) be a row on the incidences. Suppose it has
+at most \(K\) bins of width \(E\ge\xi\) per position cell
+\(z_\xi\), and \(T(1,v)\) lies within \(KE\) of a constant
+depending only on the trajectory. Then a restriction of mass at
+least \(1/K\) satisfies
+\[
+ T=B+\lambda Jz+O(KE),\qquad
+ J(t,Z)=(-Z,t),\qquad |B|+|\lambda|\le K.
+\]
+The subpower factor \(K\) may increase in the conclusion.
+\end{lemma}
+\begin{proof}
+We may assume \(\xi\le E\le1\), since the conclusion is
+immediate for \(E>1\). Put \(V_0=(\xi/E)T\), and consider
+the occupied cells of \((z,V_0)_\xi\). There are at most
+\(K\) per position cell and at most \(K\xi^{-2}\) in all.
+For a slope bin \(d\) of width \(\xi\), with representative
+\(v_d\), put \({\bf u}_d=(1,v_d)\). On point-cell centers
+use the linear projection
+\[
+ \mathcal P_{{\bf u}_d}(z,V_0)
+ =(z\cdot J{\bf u}_d,\ V_0\cdot{\bf u}_d).
+\]
+For the true direction, its first coordinate is constant on a line;
+the second is constant to error \(K\xi\) by the row hypothesis.
+
+\paragraph{Projection covers and point-mass witnesses.}
+Freeze the present incidence law as \(\mu_{\rm cov}\).
+Delete lines with too little labeled time or incidence weight.
+Prior-times-time domination leaves each used trajectory with a
+\(\mu_{\rm cov}\)-witness time set of length at least \(1/K\).
+It visits at least \(1/(K\xi)\) witness point cells, throughout
+which its projection varies by at most \(K\xi\). Replacing its
+true velocity by the bin representative costs only \(K\xi\)
+in both projection coordinates.
+
+For each direction bin, projected values separated by a sufficiently
+large multiple of \(K\xi\) consequently use disjoint witness
+sets. Since the total number of point cells is at most
+\(K\xi^{-2}\), its currently occurring projection can be
+covered by at most \(K\xi^{-1}\) mesh cells. The law
+\(\mu_{\rm cov}\) will continue to supply these covers, even
+after the incidence law is restricted further.
+
+Discard slope bins of palette weight below \(\xi^2\).
+The joint cap, summed over at most \(K/\xi\) such bins and
+the position cells, makes their total mass negligible.
+Pigeonhole comparable palette weights on dense incidence mass,
+leaving \(M\) bins. Their total palette weight is at least
+\(1/K\). The uniform law on them therefore has an interval
+bound \(K\rho^{S'}\), for some fixed \(S'>0\) and
+\(\xi\le\rho\le1\).
+
+Normalize this current incidence law to probability and freeze it
+as \(\mu_{\rm pt}\). Every joint point-direction cell has
+mass at most \(K\xi^2/M\). Delete point cells of marginal
+mass below \(\xi^2/K_1\), and point-direction edges of mass
+below \(\xi^2/(K_1M)\), with a sufficiently large subpower
+\(K_1\). The numbers of cells and edges pay for these
+deletions. At least \(\xi^{-2}M/K\) unweighted edges remain.
+Deleting low-degree points leaves at least \(\xi^{-2}/K\)
+point cells of degree at least \(M/K\).
+
+Every surviving point still has its floor in the frozen
+\(\mu_{\rm pt}\)-marginal. Thus a later selection of
+\(\xi^{-2}/K\) such point cells will lift to dense mass by
+restoring all their \(\mu_{\rm pt}\)-incidences, regardless
+of which graph directions were selected. This second frozen law
+supplies point-mass floors; the first supplies the long-line
+projection covers.
+
+\paragraph{Two projections and the third-direction sumset.}
+At each surviving point there are at least \(M^3/K\) ordered
+triples of incident slopes separated pairwise by at least
+\(1/K\). Indeed the interval bound makes the fraction within
+a sufficiently small reciprocal-subpower neighborhood negligible
+compared with the degree fraction. Pigeonhole the first two
+directions \(v_1,v_2\). They have at least
+\(\xi^{-2}M/K\) common-neighbor incidences with third
+directions also separated from them. Retain third directions with
+at least \(\xi^{-2}/K\) such neighbors. There are at least
+\(M/K\) retained directions; use their uniform law.
+
+Let \(\mathcal A\) and \(\mathcal B\) be the projections of
+the common-neighbor point cells under
+\(\mathcal P_{{\bf u}_1}\) and \(\mathcal P_{{\bf u}_2}\),
+rounded to the \(\xi\)-lattice. The earlier projection covers
+give \(|\mathcal A|,|\mathcal B|\le K\xi^{-1}\).
+Each endpoint pair has at most \(K\) point preimages, since
+the basis determinant is at least \(1/K\) and its entries are
+bounded by \(K\). For each retained third direction, its
+common-neighbor points therefore define a graph
+\(G_\kappa\subset\mathcal A\times\mathcal B\) with at least
+\(\xi^{-2}/K\) distinct edges.
+
+For that direction write
+\[
+ {\bf u}_d=c_1{\bf u}_1+c_2{\bf u}_2,\qquad
+ c_1=\frac{v_2-v_d}{v_2-v_1},\qquad
+ c_2=\frac{v_d-v_1}{v_2-v_1},\qquad
+ \kappa=\frac{c_2}{c_1}=\frac{v_d-v_1}{v_2-v_d}.
+\]
+The map \(\mathcal P_{\bf u}\) is linear in \({\bf u}\).
+Thus, for the unrounded projections \(a,b\) of a common point,
+\[
+ a+\kappa b=c_1^{-1}\mathcal P_{{\bf u}_d}(z,V_0).
+\]
+Both \(c_i\) and their reciprocals are subpower bounded.
+Rounding and this dilation cost only \(K\), so the third-direction
+projection cover gives
+\[
+ N_\xi\{a+\kappa b:(a,b)\in G_\kappa\}
+ \le K\xi^{-1}.
+\]
+
+We verify the remaining planar hypotheses. The graph sizes imply
+\(|\mathcal A|,|\mathcal B|\ge\xi^{-1}/K\), and both endpoint
+sets are bounded by \(K\). Separation from the basis slopes
+gives \(K^{-1}\le|\kappa|\le K\). The ratio law has the
+same positive-exponent interval bound up to \(K\), since
+\[
+ |v_d-v_{d'}|\le K|\kappa_d-\kappa_{d'}|
+\]
+on the retained choices. Finally, prescribing length-\(\xi\)
+intervals for the first endpoint coordinates \((a_1,b_1)\)
+restricts \(z\) to at most \(K\) cells by the invertible
+basis map. There are only \(K\) point options above those
+cells. Each graph therefore has only \(K\) possible edges
+at such a first-coordinate rectangle. Its uniform edge law
+obeys the required cap, as does the uniform law on any subset
+of at least \(\xi^{-2}/K\) edges. Every such subset uses
+at least \(\xi^{-2}/K\) distinct surviving point cells.
+
+\paragraph{Recovering the row and restoring incidence mass.}
+Apply \Cref{re:retained-edge-rigidity} with \(h=\xi\).
+For a represented \(\kappa_0\), it retains at least
+\(\xi^{-2}/K_*\) original edges of \(G_{\kappa_0}\) in
+parallel strips of width \(K_*\xi\), with common slope and
+intercepts bounded by a new subpower \(K_*\). No fixed-power
+dependence on the earlier \(K\) is needed. Absorb \(K_*\)
+into the subsequent subpower factor.
+
+On the corresponding point cells,
+\[
+ V_0\cdot{\bf u}_i
+ =b_i+\lambda_0z\cdot J{\bf u}_i+O(K\xi),\qquad i=1,2.
+\]
+The estimate depends only on \((z,V_0)\) and remains valid
+throughout each selected cell. Inverting the basis and undoing
+\(V_0=(\xi/E)T\) gives
+\(T=B+\lambda Jz+O(KE)\) there.
+
+Bounded endpoint multiplicity leaves at least \(\xi^{-2}/K\)
+distinct selected point cells. Each has frozen
+\(\mu_{\rm pt}\)-mass at least \(\xi^2/K_1\), so their
+whole-cell mass is dense. Restore those incidences. The row
+estimate applies even when their directions were not among the
+selected graph edges, and no incidence removed before freezing
+\(\mu_{\rm pt}\) is restored.
+
+It remains to bound the coefficients after undoing the scaling.
+If \(|\lambda|\) were power-large, the bound \(|T|\le K\)
+would confine this dense selected \(z\)-mass to a ball of
+radius \(K/|\lambda|\). Summing the joint cell cap over
+velocities bounds its mass by
+\[
+ K(K/|\lambda|+\xi)^2,
+\]
+a contradiction. Hence \(|\lambda|\le K\), and an occupied
+point then bounds \(|B|\) by \(K\) as well.
+\end{proof}
diff --git a/preprints/Every-four-dimensional-Kakeya-set-has-full-Hausdorff-dimension-September-24-2026/build/sections/07-finite-narrowness.tex b/preprints/Every-four-dimensional-Kakeya-set-has-full-Hausdorff-dimension-September-24-2026/build/sections/07-finite-narrowness.tex
new file mode 100644
index 0000000000000000000000000000000000000000..2d2367cb50b9136dbc810dd5d64f5b13c84a3ebe
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+++ b/preprints/Every-four-dimensional-Kakeya-set-has-full-Hausdorff-dimension-September-24-2026/build/sections/07-finite-narrowness.tex
@@ -0,0 +1,1553 @@
+\section{Finite narrowness and scalar projections}
+\label{sec:finite-narrowness}
+We treat a tangent parent with positive finite narrowness. Scalar
+projection first supplies full-time graphs. Wide projected intervals
+produce a time improvement; the other case forces a horizontal affine
+model, whose critical rates are treated in \Cref{sec:critical-rates}.
+Throughout this section, \(K=N^{o(1)}\) is a tangent subpower factor
+which may increase, and dense means mass at least \(K^{-1}\) in the
+stated normalization. Slowly increasing lists of requirements are
+handled only after each fixed finite list has been established.
+Conversion to original-resolution outputs is still supplied by
+\Cref{prop:candidate-upgrade}.
+
+
+\begin{remark}[Reference weights and current masses]
+\label{a06:summable-pruning}
+We use the reference-weight pruning of
+\Cref{a03:finite-state-conditioning} in the following scaled form.
+Suppose reference weights \(R_e\) satisfy
+\(\sum_eR_e\leq K^{(0)} M\), while a current restricted law has
+mass at least \(M/K^{(2)}\). If an appended datum has at most
+\(K^{(3)}\) possibilities for each \(e\), deleting entries of
+current mass less than \(R_e/K^{(1)}\) loses at most
+\[
+ \frac{K^{(3)}}{K^{(1)}}\sum_eR_e
+ \leq \frac{K^{(0)}K^{(3)}}{K^{(1)}}M .
+\]
+Choose the subpower \(K^{(1)}\) after \(K^{(0)},K^{(2)},K^{(3)}\) to make this
+negligible. If, before normalization, the numerator at such an
+entry and a velocity bin \(b\) is at most \(K\pi(b)R_e\), the
+retained entry's conditional velocity probability is at most
+\(KK^{(1)}\pi(b)\). Summing over entries gives the same type of
+bound at their common appended state.
+These are current floors obtained at a specified pruning stage.
+Older witnesses may separately be stored for geometric counts.
+Further restriction preserves an unnormalized upper bound, but
+does not by itself preserve a normalized conditional bound or a
+current lower floor. A new use of either is justified by the
+displayed summable calculation.
+\end{remark}
+
+
+\subsection{A scalar projection theorem at finite meshes}
+
+\begin{theorem}[Scalar mesh projection]\label{thm:scalar-mesh-projection}
+Let \(\nu\) be a probability law on trajectories
+\((t,y(t),x(t))\), where \(y\) is scalar affine, \(x\) is
+scalar quadratic, and all coefficients are bounded by \(K=N^{o(1)}\).
+Additional trajectory coordinates are permitted. Let
+\(\mu_{\rm act}\le K\nu\otimes dt\) have mass at least \(1/K\).
+Fix \(a=N^{-s}\), \(s>0\), and a dyadic mesh
+\(\sigma\sim_{\log,N}N^{-M}\) in \((t,y)\), with fixed \(M>s\).
+Suppose \(c>0\) and its reciprocal are polynomially bounded and,
+for some \(d<1\),
+\begin{itemize}
+\item each \((t,y)\)-mesh cell and \(x\)-bin of width
+\(p=N^{-r}\), \(0\le r\le s\), have active mass at most
+\(K\sigma^2cp^d\);
+\item the number of occupied \((\sigma,\sigma,a)\)-cells,
+multiplied by \(\sigma^2\), is at most \(Kc^{-1}a^{-d}\).
+\end{itemize}
+The depth hypotheses use fixed powers, with the rounding and
+interpolation conventions of \Cref{sec:framework}. They imply
+\(d\ge0\): otherwise summing the unit-width cap over terminal
+support contradicts the dense total mass.
+
+After a dense restriction and passage to a subsequence, there are
+labels with disjoint trajectory assignments and a common scale
+\(\sigma/K\le\beta\le K\), up to subpower factors, such that
+each label has
+\begin{itemize}
+\item a moving affine interval of width \(K\beta\) containing
+its assigned \(y\)-trajectories throughout unit time;
+\item a quadratic \(F(t,y)\) with \(|x-F(t,y)|\le Ka\)
+throughout unit time on its assigned trajectories;
+\item assigned active mass at least \(ca^d\beta/K\).
+\end{itemize}
+The quadratic norm is at most \(K\) in coordinates adapted to the
+moving interval of scale \(\beta\).
+
+If, at \(r=s\), appending a \(y'\)-bin of width \(N^{-u}\)
+gives the mass ceiling a further factor \(KN^{-S_1u}\) for
+\(00\), then
+\(\beta\sim_{\log,N}1\).
+
+\end{theorem}
+\begin{proof}
+\leavevmode\par
+\paragraph{Smoothing the mesh law.}
+Let \(\nu\) be the given trajectory prior and
+\(\mu_{\rm act}\le K\nu\otimes dt\) the original active incidence
+measure. Round the five coefficients of \(y,x\) on a mesh
+\(\sigma'\ll\sigma a^2\) by a fixed power. Index the positive-weight
+rounded vectors by tags \(j\), and let \(\omega_j\) be the
+\(\nu\)-weight of tag \(j\). Mark a dyadic time \(\sigma\)-bin
+\(I\) for this tag when
+\[
+ \mu_{\rm act}(j\times I)\ge \omega_j\sigma/K_1.
+\]
+Write \(M_j\) for the union of its marked bins. The unmarked
+aggregate mass is negligible when the subpower \(K_1\) is large
+enough.
+
+Let \(\rho_\sigma\) be the product of five independent uniform
+noise laws of width \(\sigma\). The new trajectory index is
+\((j,\mathbf u)\), and its coefficients are the rounded vector
+of tag \(j\) plus \(\mathbf u\). Define the noisy prior and its
+marked incidence measure by
+\[
+ \nu_{\rm jit}=\sum_j\omega_j\delta_j\otimes\rho_\sigma,
+ \qquad
+ d\mu_{\rm mark}(j,\mathbf u,t)
+ =\mathbf1_{M_j}(t)\,d\nu_{\rm jit}(j,\mathbf u)\,dt.
+\]
+Thus the noise distribution is the same for every tag; the
+independence is between its five coordinates. The domination
+\[
+ \mu_{\rm act}\{(j,t):t\in M_j\}
+ \le K\sum_j\omega_j|M_j|=K\mu_{\rm mark}(\mathrm{all})
+\]
+shows that \(\mu_{\rm mark}\) has dense mass. This is a tempered
+single-world exact problem in base \(N\), version 1 with hidden
+\(w=x\); the mark and tag tables have polynomial sizes.
+
+For the marked noisy law, the exact-base density in an \(x_p\)-bin
+is at most \(Kcp^d\). Fix \((t,y)\). The marked tags that can
+contribute have total prior weight at most \(K\sigma cp^d\):
+their original incidences satisfy the prescribed position constraints
+enlarged by \(K\sigma\), because motion over a time bin and the
+coefficient perturbation both cost at most \(K\sigma\). Summing
+the original cell caps and using the mark threshold gives this weight
+bound. The noisy intercept of \(y\) contributes density at most
+\(K/\sigma\), proving the exact-base ceiling.
+
+The independent slope noise gives a further factor
+\(K\min(1,\rho/\sigma)\) when \(y'\) is confined to an interval
+of width \(\rho\). If the optional angular estimate is assumed,
+the same mark calculation at terminal \(x\)-width gives
+\[
+ Kca^dN^{-S_1u}
+\]
+for the joint exact-base density with a velocity bin of width
+\(N^{-u}\), for every tested \(u
0\) for which
+\(\mathcal G(2k)\) holds. It can be applied anew to any dense input
+sequence and any subsequence. Any prescribed finite set of depths
+below \(s_{\max}\) can be used simultaneously on a further dense
+restriction, with current individual floors, unchanged earlier
+full-domain witnesses, and the original true assignment priors.
+\end{proposition}
+
+\begin{proof}
+At \(u=1\), \Cref{a06:horizontal-coefficient-count} gives the
+property by binned affine coefficients, with no \(P\)-dependence in
+the predictors. We establish a strict improvement for every
+\(2k0\) is; each fixed application has positive fixed jet exponents before any endpoint diagonal.
+
+\par\smallskip\noindent\textbf{A fixed reconstruction buffer.}\quad
+The accuracy requirements in the preceding step are uniform in the
+distance \(u-2k\) in the following precise sense. The normalized
+parameter and scalar widths are at least \(\zeta=N^{-E}\), with
+\(E\le s_{\max}/10\). The first-jet argument uses the fixed-order
+fitting scales \(H^{1/4}\), \(H^{1/8}\),
+\(H^{(1-d)/32}\), and interpolation widths above this floor.
+As \(E\) decreases, these meshes become coarser. The largest
+coefficient amplification when returning the baseline normalized
+predictor to physical parameter coordinates is
+\[
+ \frac{K}{D_0a_0}\le K N^{2s_{\max}},
+ \qquad 2k0,\\
+ u_j-u_{j+1}
+ &=\frac{\alpha u_j(u_j-2k)}{1+\alpha(u_j-2k)}>0.
+\end{align*}
+The limit must therefore be \(2k\). Fix a desired target depth
+\(s0).
+\]
+\item Replacing every channel argument $y$ by the same injective affine
+map $\alpha y+\beta$ leaves the joint law of all evaluations unchanged,
+provided $\alpha\ne0$ in $\mathbb F_P$. In particular, a common fixed
+padding suffix leaves their law unchanged.
+\end{enumerate}
+\end{lemma}
+
+\begin{proof}
+The probability that an unrestricted $H$-by-$r$ matrix is a frame is
+\[
+q_{\rm fr}=\prod_{j=0}^{r-1}(1-P^{j-H})\ge c_{\rm fr}>0.
+\]
+For fixed positive-degree coefficients, $a_0$ is uniform, so any one
+evaluation is uniform in $\mathbb F_P^H$ and independent of frame
+success. This proves the exact marginal retention probability.
+In the ranges used, take $P2^{-k}\ge1$. Then
+$P2^{-k}\le L_k\le2P2^{-k}$, proving comparability. The prime
+exponent can in fact make all these sides much larger than one.
+
+Without conditioning on a frame, two evaluations at distinct field
+points are independent uniform vectors: the two evaluation functionals
+have rank two since $h_0\ge2$. Consequently
+\[
+\Pr\{X_a(y)=1,X_u(x)=1\mid F\text{ is a frame}\}
+\le \frac{\pi_a\pi_u}{q_{\rm fr}}.
+\]
+The first marginal after conditioning is still $\pi_u$, which proves
+the second assertion.
+
+For the third assertion, in the unrestricted distribution the hit count
+has mean $q\pi_a$ and variance at most $q\pi_a$, by pairwise
+independence. Chebyshev's inequality bounds the stated lower-tail event
+by $4/(q\pi_a)$. Conditioning on frame success increases this probability
+by at most $1/q_{\rm fr}$.
+
+Finally, substituting $\alpha y+\beta$ in a polynomial acts on its
+positive-degree coefficient columns by an invertible triangular
+matrix, with diagonal $\alpha,\ldots,\alpha^{h_0-1}$.
+It therefore preserves the frame condition. Its action on the full
+coefficient array is an invertible linear change of variables, so it
+preserves uniform measure conditional on that condition. Appending
+digits in radix $D_0$ has $\alpha$ a power of $D_0$; taking
+$P>D_0$ ensures the required invertibility.
+\end{proof}
diff --git a/preprints/Exact-Derandomization-of-Logarithmic-Space-L-equals-RL-equals-BPL-September-23-2026/build/sections/estimation.tex b/preprints/Exact-Derandomization-of-Logarithmic-Space-L-equals-RL-equals-BPL-September-23-2026/build/sections/estimation.tex
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index 0000000000000000000000000000000000000000..8b8be6dd4bcbdda03190b667bf822e540c47185d
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@@ -0,0 +1,722 @@
+\section{Additive estimation and conditional prefix bounds}
+\label{sec:est}
+
+The bounded stochastic tables of Section~\ref{sec:atom} represent the exact
+hierarchy through their conditional means. In this section, earlier
+estimates are input tables and vectors with those interfaces. We define
+their sampled raw prefixes and derive bounds under the corresponding
+child-error hypotheses. Two errors arise: the conditional mean can differ
+from the deterministic target, and a finite averaging walk leaves noise
+around that mean. We bound them separately.
+
+These prefixes are intermediate arrays. Final row outputs result from
+applying the atom functions to completed, compressed rows;
+Section~\ref{sec:fp-blocks} completes the recursive definition, including
+its endpoint-grouping rule.
+
+The scale and source-domain comparisons first determine the accuracy needed
+from each child. We then average differences between consecutive child
+budgets. Their conditional means telescope, while their small absolute
+norms allow finite conditional walks to suppress the noise. The resulting
+prefix estimates are the input to the compression analysis in
+Section~\ref{sec:buf-compression}. That section proves an error reserve
+under exact endpoint grouping; Section~\ref{sec:fp-blocks} constructs the
+comparison calculation to which the reserve will apply.
+
+\subsection{Tasks and dependency order}
+
+A row task specifies its input matrix, stage, iteration label, start rate
+$u$, end scale $a$, optional usage rate $t\le a$, channel roles, and fixed
+padding suffixes. These parameters are common to its whole table. A
+vector task specifies the analogous vertex domain. Its argument is a
+vertex, rather than an additional parameter retained by another task.
+Each task has a nonnegative integer statistical budget $M$; $m$ will
+denote a child budget. These budgets are distinct from the numerical
+digit places introduced in Section~\ref{sec:arith}.
+The ordinary and root discrepancy norms are defined in
+Equations~\eqref{eq:atom-row-norm} and~\eqref{eq:atom-vertex-norm}.
+We always take $s=8$.
+
+The source weight $X_u(x)/u$ has bounded expectation, and the factor
+$1/N$ normalizes the sum over source vertices. Endpoint sums remain
+explicit: bounded row supports or incoming degrees, as appropriate,
+will control them. A bound at one specified start consequently costs
+a factor $N$ in moment power; Lemma~\ref{lem:final-majority} makes and
+pays this conversion at the end of the proof.
+
+Here is a dependency order, with only a fixed number of task types at each
+stage. First come the bin tasks for $C_l$. At each pilot step come its
+input-score task $\mathcal S_i$, the detector vector $U_i$, and then the
+pilot correction task. Next come the actual correction tasks in iteration
+order, the routed bin tasks for $D_l$, and the reward update. Place the
+unnormalized preparation immediately before each normalized task of the
+same input. The raw first channels of both these tasks refer only to
+earlier inputs in this order; the normalized task has in addition its
+preparation as the source of its second channel.
+
+For a correction task or its preparation, first complete its raw arrays
+and pre-incoming scores, then form its incoming gate from those scores.
+This assembly uses the current task's completed arrays; every recursive
+input to their raw calculation is an earlier task in the order just
+specified.
+
+\subsection{Raw sample terms}
+
+For a fixed row and endpoint let
+\[
+ \mathcal C_{xy}^{u,a}=\{X_u(x)=1,\ Y_a(y)=1\}.
+\]
+We use conditional means and conditional walks on this slice. Write
+$\mathcal B_b$ for a normalized bin table and $\mathcal B_b^{(j)}$ for a
+bin with destination routing fraction already included; $\mathcal F$
+denotes a normalized correction table. Their values are in atom units
+and are zero off their specified membership domains. In all formulas
+below put $\tau=\min(a,b)$.
+
+The direct dense and correction--dense product terms, before division by
+the current first-channel scale $a$, are respectively
+\begin{align}
+ T_b(x,y)&=b\frac{\pi_a}{\pi_\tau}\mathcal B_b(x,y),
+ \label{eq:est-direct}\\
+ T_b^{\rm prod}(x,y)&=
+ b\frac{\pi_a}{\pi_\tau}\frac f{\pi_f}
+ \sum_{z:Z_f(z)=1}\mathcal F(x,z)\mathcal B_b(z,y).
+ \label{eq:est-product}
+\end{align}
+In the product, the left task has roles $X,Z$ and rates
+$(u;f,f)$, listed as start, end, and usage. The right task has roles
+$Z,Y$ and rates $(f;b,\tau)$. In the direct term the start rate stays $u$.
+The term $-E$ in $D$ is the negative of
+Equation~\eqref{eq:est-direct} with $b=f$ and $\mathcal F$ in place of
+$\mathcal B_b$. Summing the direct and product terms gives the raw inputs
+$G_i,G_i'$; adding the negative term gives $D$.
+
+For a copy projection $x_i,y_j$ from stage $l+1$ to stage $l$, the raw term
+is
+\begin{equation}
+ r_i(x)b\frac{\pi_a}{\pi_\tau}\mathcal B_b^{(j)}(x,y).
+ \label{eq:est-projection}
+\end{equation}
+Partition by the fixed symbols $i,j$. Append those symbols to the native
+hash arguments before the inherited suffixes on their respective channels.
+The parent-stage source multiplier is obtained from its detector vectors
+on the broad parent-stage vertex domain. No child tuple contains the old
+source or a particular right endpoint as an extra parameter.
+
+For the second raw channel, use $\zeta$ times the preparatory table, take
+its conditional average on $\mathcal C_{xy}^{u,t}$, and extend the result
+by zero off $Y_t(y)$. For a detector vector use the trial
+\begin{equation}
+ \operatorname{rank}_{J}
+ \{\mathcal S_i(x,y):X_f(x)=1\}
+ \quad\hbox{on the slice }Y_f(y)=1.
+ \label{eq:est-detector}
+\end{equation}
+Ranks include arbitrary zero padding. For rewards, writing $f=b_l$, the
+two terms for $W_{l+1}(x_i)$ on its inherited source slice are
+\begin{equation}
+ r_i(x)W_l(x),\qquad
+ r_i(x)\frac f{\pi_f}
+ \sum_{z:Z_f(z)=1}\mathcal F(x,z)W_l(z).
+ \label{eq:est-reward}
+\end{equation}
+The first $W_l$ call keeps the inherited source domain; the second restarts
+on the midpoint domain. Vector answers are finally clipped into $[0,1]$.
+
+\begin{lemma}[True sample means]\label{lem:est-true-means}
+Using true stochastic tables in
+Equations~\eqref{eq:est-direct}--\eqref{eq:est-reward} gives, after the
+indicated conditional averages, the prescribed raw inputs and vector
+values on their conditioning slices, with the stated zero extensions.
+In particular, the first row channel has target
+$d_y=G(x,y)/a$ and the second has target $\zeta q_y\mathbf1_{Y_t(y)}$.
+\end{lemma}
+\begin{proof}
+If $b\ge a$, the usage hit is already the conditioning hit. The
+conditional normalization of a bin therefore turns $b\mathcal B_b$ into
+its deterministic bin contribution. If $b0,\\0,&H=H'=0.
+ \end{cases}
+ \label{eq:est-loss}
+\end{equation}
+
+\begin{lemma}[Homogeneous loss]\label{lem:est-loss}
+The loss in Equation~\eqref{eq:est-loss} is comparable, by constants
+depending only on $s$, to $|H^{1/s}-(H')^{1/s}|^s$. It contracts under
+sums and nonnegative mixtures. If $H\le C_0G$ for a nonnegative $G$, then
+for every $a>0$ and $H'\ge0$,
+\begin{equation}
+ a\min\left\{1,\frac{|H-H'|}{a+G}\right\}^{s}
+ \le C\mathcal L(H,H'),
+ \label{eq:est-relative-loss}
+\end{equation}
+where $C$ depends only on $s,C_0$.
+\end{lemma}
+\begin{proof}
+Put $v=\max(H^{1/s},(H')^{1/s})$ and
+$w=\min(H^{1/s},(H')^{1/s})$. Factoring $v^s-w^s$ bounds it between
+$v^{s-1}(v-w)$ and $sv^{s-1}(v-w)$; the denominator is between
+$v^{s(s-1)}$ and $2^{s-1}v^{s(s-1)}$. This proves comparability.
+For a mixture, apply H\"older to
+$|H-H'|=\mathcal L(H,H')^{1/s}(H+H')^{(s-1)/s}$ and then integrate;
+the triangle inequality first bounds the absolute difference of the
+integrals. This proves contraction, including finite sums.
+
+If $H'\le2H+a$, then $H+H'\le3C_0G+a\le C'(a+G)$, which proves
+Equation~\eqref{eq:est-relative-loss} directly. If $H'>2H+a$, then
+$|H-H'|>H'/2$, $H+H'<3H'/2$, and $H'>a$.
+Thus $\mathcal L(H,H')\ge cH'\ge ca$, while the left side is at most $a$.
+\end{proof}
+
+Every unsigned true term of the signed formula for $D$ is bounded by a
+constant times $D$, by Lemma~\ref{lem:hier-residual}; the corresponding
+assertion for the other raw inputs follows from their nonnegative sums.
+Consequently the preceding lemma can be applied separately to all true
+contributions. Triangle inequalities combine their clipped relative
+errors even when a contribution has a negative sign.
+
+\begin{lemma}[Scale and domain comparison]\label{lem:est-mean-comparison}
+Compare a budget-$m$ sample term with the same term using true stochastic
+inputs. For a first-channel mean contribution use its clipped relative
+error against $1+d_y$. In the bound for its $s$th-power norm, the scale
+factor multiplying a child root-discrepancy power is, up to fixed constants,
+\[
+ \begin{cases}
+ b/a,&b\ge a,\\
+ (b/a)^{s-1},&b
2h_*$, compare endpoint IDs exactly. For a
+group with $d\le2h_*$, use the key from the task's block as follows.
+First discard invalid candidates, including invalid guessed wraps,
+individually. Sum all new candidate increments having the same key.
+Add a bucket's sum to every old representative with that key. If the
+bucket has no old representative, introduce exactly its first valid new
+candidate, with its previous value equal to the old default, and add the
+bucket sum there. Do not combine or discard old representatives in this
+key step. Apply the same full-array compression, clamping, and shortlist
+rule as in the preceding section.
+
+Distinct actual representatives remain distinct. Indeed two introduced
+representatives have different keys, and an introduced representative's
+key differs from every old key. Increments at one and the same actual
+endpoint are always combined, even when other endpoints collide with it.
+Stored values are never summed by key. The two channels use the same keys
+and the same representative selection for the entire group.
+
+For an analytical comparison at a budget $M\in\mathcal I_b$, define the
+\emph{clean calculation for block $b$} by replacing key comparisons by
+exact ID comparisons throughout that block, recursively in every child
+whose budget still belongs to $\mathcal I_b$. Children below $M_b$ are
+the actual algorithms, with exactly the same environments in the two
+calculations. This replacement applies to the entire numerical and
+structural calculation: candidate validity, representative selection,
+compression, exposed classes, and their port orders. Descriptor
+enumeration uses fixed index orders. Each finite-accuracy test for a
+shortlist or exposed class retains its prescribed accuracy level and
+tie convention, independently of any requested output accuracy. All
+these operations use the corresponding clean operands. Thus the clean
+calculation specifies its access choices as well as its represented
+arrays.
+
+Denote the actual and clean versions by superscripts $\mathrm{ac}$ and
+$\mathrm{cl}$. Both still perform compression and clamping. The clean
+calculation is a finite analytical recursion; its exact comparisons are
+not asserted to satisfy the eventual space bound.
+
+Clamping is part of both definitions. The clean error reserve uses
+Lemma~\ref{lem:buf-clamping} for exact-ID increments, which are
+independent of the stored exception list. That lemma preserves the
+relevant row functions and witnesses; it need not preserve the list or
+port presentation of an unclamped calculation. The coupling below
+compares the two clamped calculations directly. Its propagation bound
+uses the Lipschitz compression map and the nonexpansiveness of each
+common clamp, without introducing an unclamped actual calculation.
+
+\begin{lemma}[Independence of the clean block]\label{lem:fp-clean}
+Every clean value and structural choice for block $b$ is independent of
+that block's effective salt and of later effective salts. In a task of
+budget $M\in\mathcal I_b$, the actual and clean row states immediately before
+the first group with $d\le2h_*$ are identical and independent of that
+salt. Their stored lists at this boundary have size $2^{O(h_*)}$.
+The deterministic slice-mean assertion required by
+Lemma~\ref{lem:est-prefix} holds for the clean calculation.
+\end{lemma}
+
+\begin{proof}
+Induct on the budget and, within a task, on its prescribed sequence of
+operations. Lower-block algorithms ignore the salt of block $b$ and
+later salts by the access rule; same-block clean children ignore them
+by induction. Candidate tests use these children, exact endpoint
+grouping precedes compression, and the compressed row determines its
+exposed classes and pre-incoming scores. Incoming ranks use those
+completed scores. Separate column-vector queries likewise use a
+smaller-budget clean child in this block or an actual child below it.
+All statements here concern the current effective environment: each
+same-block transformation preserves its current and later salts, and
+each lower-block transformation acts on a subset of its earlier salts.
+Each numerical recipe uses the same fixed operand
+order, and each structural test uses its fixed accuracy level and tie
+rule. Its result therefore depends only on earlier clean operands,
+including their finite numerical approximations. The fixed index
+orders then give salt-independent representatives and ports.
+
+In particular, exact full-array addition, compression, and the prescribed
+row functions are salt independent. Reordering paths or choosing a
+different representative of the same endpoint would not change an exact
+sum; retaining an extra default-valued position would not change the
+represented array. The fixed conventions above also remove these
+presentation choices from the structural calculation.
+
+For a group with $d>2h_*$, every child budget is at most $M-d
0\}$ has cardinality
+$m_x\leq1/(\theta_1f)$.
+
+Unroll the inequality $E_*\leq C+E_*C$ along this row's support.
+Each resulting term for $E_*(x,y)$ is a product of entries of $C$
+along a sequence
+\[
+ x
K_*q$, and let
+$\tau_0=q^{-1}/8$, $\tau_1=q^{-1}/4$.
+Choose a rising cutoff $\chi$ which is zero through $\tau_0$ and one
+from $\tau_1$ on. For $0\leq j
h)
+ &\le mq+h^{-1}\bigl(mr+\norm{\psi-\psi_0}\bigr)\\
+ &\le mq+h^{-1}\bigl(2mr+(1-mq)^{-1}-1\bigr)
s$, the invariant function
+\[
+ u_j=\frac{\delta_j^{s-r}\delta_r^{j-s}}
+ {\delta_s^{j-r}}
+\]
+belongs to $F$. Its poles are bounded by
+$(j-r)\operatorname{div}(\delta_s)$, and
+$sA-\operatorname{div}(\delta_s)\sim G$ is pseudoeffective.
+At each horizontal prime of $V\to Y$, the order of $u_j$ is zero.
+If $v_j$ denotes the order there of $p^*\delta_j$, then
+\[
+ (s-r)v_j=(j-r)v_s-(j-s)v_r.
+\]
+Since $v_j\ge0$ for arbitrarily large $j$, we have $v_s\ge v_r$.
+Thus the invariant rational section
+$t=p^*(\delta_s/\delta_r)$ of $(s-r)p^*A$ has no horizontal pole.
+If $Y$ is a point, $t$ is regular by normality and descends to $X$,
+proving the assertion.
+
+Otherwise, over each prime $Q$ of $Y$, take the minimum of
+$\operatorname{ord}_\Gamma(t)/\operatorname{ord}_\Gamma(f^*Q)$
+over components $\Gamma$ dominating $Q$. Let $k_0$ clear their
+finitely many nonzero denominators. Subtracting the pullback of the
+resulting Cartier divisor $B$ on $Y$ gives an invariant section
+\begin{equation}\label{V:relative-invariant}
+ 0\ne\tau\in H^0(V,a p^*A-f^*B)^T,
+ \qquad a=k_0(s-r)>0.
+\end{equation}
+It has zero order on at least one component over every base prime.
+There are no vertical primes above higher codimension on $V$, so
+nonnegative orders on these primes and on horizontal primes prove
+regularity. Pull $\tau$ to $S$, and write $P_\tau$ for its effective
+divisor. Every base line bundle in this construction has trivial
+linearization.
+
+\subsection*{Rank one for the invariant direct image}
+
+For each $l\ge1$ consider
+\[
+ \mathcal E_l=f_*(K_{S/Y}+(al+1)A_S).
+\]
+Over a dense base-change open set its invariant part has rank one.
+To prove the upper bound, twist by a sufficiently ample $H$ on $Y$
+so that $H-K_Y$ is ample and the twisted direct image is generated.
+Averaging shows that invariant global sections generate the invariant
+fiber spaces there. The ratio of any two invariant global sections
+lies in $F$: if the denominator has divisor $N$ on $S$, then
+\[
+ N\sim alA_S+E+f^*(H-K_Y).
+\]
+Equation~\eqref{V:field-domination} bounds the last summand
+pseudoeffectively by a multiple of $A_S$. Pushforward to the smooth
+$X$ preserves pseudoeffectivity and kills $E$, so the polar divisor
+of the ratio on $X$ satisfies \eqref{V:controlled-poles}.
+Since all these ratios come from $Y$, the invariant fiber space is
+at most one-dimensional. It is at least one-dimensional, because
+in local frames $\beta$ of $B$ and $\tau_Y$ of $-K_Y$ the section
+\[
+ v_l=(\tau f^*\beta)^l s_E f^*\tau_Y
+\]
+is a nonzero invariant relative canonical section with coefficient
+$(al+1)A_S$.
+
+We can now apply the invariant version of
+Lemma~\ref{V:bounded-maximum}. The action on the base and its line
+$B$ is trivial, $s_E$ is the natural invariant Jacobian section,
+$\tau$ is invariant, and the coefficient metric is smooth and
+compact-invariant. The rank-one assertion has been proved for
+\emph{every} $l\ge1$. The lemma therefore gives locally bounded
+semipositive weights on $B$, so $B$ is nef. Notice that this step
+uses the invariant adjoint rank and the orthogonal averaging
+projection; ordinary rank one has not been assumed.
+
+\subsection*{Nef reduction and a nonzero quotient class}
+
+Since $Y$ is dominated rationally by $X$, pullback of holomorphic
+one-forms gives $q(Y)=0$. Apply Lemma~\ref{V:nef-descent}, lift $S$
+further equivariantly, and clear the common denominators. Retaining
+$p:S\to X$, $A_S=p^*A$, $E=K_S-p^*K_X$, and writing $g:S\to Z$,
+we have a nef Cartier divisor $L$ and an invariant section
+\[
+ \tau\in H^0(S,aA_S-g^*L)^T,
+ \qquad P_\tau=\operatorname{div}(\tau)\ge0.
+\]
+The line-bundle identification comes from a base with trivial action,
+so invariance is preserved. A zero-dimensional $Z$ finishes the
+proof by descending $\tau$. Otherwise let $b=\dim Z>0$.
+
+Fix very ample $H$ on $Z$. Equation~\eqref{V:field-domination},
+using $\mathbb C(Z)\subset F$, gives a pseudoeffective divisor
+$R_0=b_0A_S-g^*H$ for some integer $b_0>0$.
+Take a $T_c$-invariant semipositive singular metric $h_R$ on it.
+Such a metric is obtained by averaging its local weights relative
+to an invariant smooth reference metric. The quasi-plurisubharmonic
+potentials have uniformly bounded $L^1$ norm under the compact group,
+so the average is well defined, has semipositive curvature
+distributionally, and gives invariant plurisubharmonic weights.
+Choose a small rational $\epsilon>0$ with
+$\mathcal I(h_R^\epsilon)=\mathcal O_S$.
+
+Apply Lemma~\ref{V:sesha} with $c=2b$. For sufficiently large $k$,
+the ample rational divisor $B_k=kL+\epsilon H$ has Seshadri constant
+at least $4b$ at very general points. Choose such a point $z$ with
+some $x\in g^{-1}(z)$ where $g$ is submersive and $P_\tau\cup E$
+is absent. Put $\beta=3b$. The pole construction in the same lemma,
+applied to $B_k/2$ with $c=\beta/2$, gives a smooth positive metric
+of curvature $\omega_k/2$ and a function $\psi$ with neat analytic
+singularities, smooth away from $z$, such that
+\[
+ i\partial\bar\partial\psi\ge-\tfrac12\omega_k,
+ \qquad \psi\le\tfrac{\beta}{2}\log|w|^2+O(1).
+\]
+Give $B_k$ the induced smooth metric of curvature $\omega_k$, and
+put $\Psi=g^*\psi$. As in the first-jet argument, surjectivity of
+$g$ preserves the local analytic-singularity form and prevents the
+pullback from being identically $-\infty$. Thus $\Psi$ has neat
+analytic singularities, is smooth away from $g^{-1}(z)$, and satisfies
+\[
+ i\partial\bar\partial\Psi\ge-\tfrac12 g^*\omega_k,
+ \qquad
+ \Psi\le\tfrac{\beta}{2}\log|w|^2+O(1)
+\]
+in transverse base coordinates at the chosen submersion point.
+
+Choose an integer $p_0\ge k$ sufficiently large, set $m=ap_0$, and
+use the decomposition
+\begin{equation}\label{V:invariant-metric-decomposition}
+ (m+1)A_S
+ =k(aA_S-g^*L)+g^*B_k+\epsilon R_0
+ +(m+1-ka-\epsilon b_0)A_S.
+\end{equation}
+The last coefficient is nonnegative. Give the four terms respectively
+the divisor metric of $\tau^k$, the indicated smooth base metric,
+$h_R^\epsilon$, and the remaining smooth semipositive metric.
+They define a $T_c$-invariant metric $h_J$ on $J=(m+1)A_S$ with
+\[
+ i\Theta_{h_J}+(1+s)i\partial\bar\partial\Psi\ge0
+ \qquad(0\le s\le1).
+\]
+Its multiplier ideal is exactly
+\begin{equation}\label{V:fixed-divisor-ideal}
+ \mathcal I(h_J)=\mathcal O_S(-kP_\tau).
+\end{equation}
+Divisibility by the equation of $kP_\tau$ is sufficient because the
+remaining singular factor $h_R^\epsilon$ is integrable. It is
+necessary at the generic smooth point of each prime divisor: the
+remaining local weights are bounded above, and an uncancelled
+integral pole already prevents square integrability there. The
+resulting codimension-one divisibility implies divisibility as a
+holomorphic germ, since the local rings of the smooth variety are
+factorial. This proves \eqref{V:fixed-divisor-ideal}.
+
+Apply \cite[Theorem~1.1]{CDM2017}. It gives
+\[
+ H^0\!\left(S,\mathcal O_S(K_S+J)\otimes\mathcal I(h_J)\right)
+ \longrightarrow
+ H^0\left(S,\mathcal O_S(K_S+J)\otimes
+ \frac{\mathcal I(h_J)}{\mathcal I(h_Je^{-\Psi})}\right)
+ \quad\hbox{surjectively}.
+\]
+The quotient is supported over $z$. In a local frame $e_L$ of $L$
+near $z$, the section
+\[
+ s_E(\tau g^*e_L)^{p_0}
+\]
+is a section of the larger ideal twist near the whole fiber, because
+$p_0\ge k$. Its quotient class glues with zero away from that fiber
+and is invariant, as the base action and its frame action are trivial.
+The class is nonzero. At $x$ its coefficient is a unit; the local
+weight of $h_J$ is bounded above, while the transverse pole has
+exponent $\beta/2=3b/2\ge b$. Thus its squared norm for
+$h_Je^{-\Psi}$ is not locally integrable in the $b$ transverse
+variables.
+
+Lift this nonzero class and average the lift over $T_c$.
+The ideals are invariant, the map is equivariant, and averaging
+preserves the chosen invariant quotient class. We obtain a nonzero
+invariant section of
+\[
+ K_S+J=mA_S+E.
+\]
+Remove the canonical exceptional factor and push to $X$.
+It is a section of $mA$ off a codimension-two subset, hence extends
+holomorphically over the smooth $X$. It remains nonzero and
+$T_c$-invariant, therefore $T$-invariant. This proves the theorem.
+\end{proof}
+
+\begin{corollary}\label{V:invariant-differentials}
+Let $X,T,A$ satisfy the geometric hypotheses of
+Theorem~\ref{V:invariant-conversion}. If for a fixed
+$0\le p\le\dim X$ there are nonzero invariant sections of
+$\Omega_X^p\otimes jA$ for an unbounded set of positive integers
+$j$, then $H^0(X,mA)^T\ne0$ for some $m>0$.
+\end{corollary}
+
+\begin{proof}
+For $p=0$ the conclusion is part of the assumption. Otherwise use
+the determinant construction of Section~\ref{V:sec-extremal}, now
+with invariant forms throughout. Form
+the saturated invariant subsheaf $\mathcal S\subset\Omega_X^p$
+spanned generically by the chosen forms, and put
+$G=-(\bigwedge^{\operatorname{rank}\mathcal S}\mathcal S)^{**}$.
+This is a line bundle on the smooth $X$, with its induced
+linearization. The inclusion into the tensor power of $\Omega_X^1$
+and \cite[Theorem~4.1]{LMPTX2023} make $G$ pseudoeffective.
+A form with arbitrarily large twist can be completed to a generic
+basis using a fixed finite collection of forms. Their wedges,
+followed by the reflexive determinant map, give nonzero invariant
+sections of $j'A-G$, with $j'$ unbounded. Theorem~\ref{V:invariant-conversion}
+applies.
+\end{proof}
+
+\begin{remark}\label{V:invariant-index-application}
+Under the geometric hypotheses of Theorem~\ref{V:invariant-conversion},
+in particular $q(X)=0$, this conversion also supplies the nef-reduction
+route from invariant cohomology. The invariant-index theorem
+\cite[Theorem \textup{(Invariant anticanonical index)}]{CompanionI} applies to the compact
+complex manifold $X$ and its maximal compact torus, with the natural
+linearization of $A=-K_X$. It says that the invariant index agrees
+with a rational polynomial on every positive multiple of some
+integer, and that this polynomial's value at zero is the actual
+invariant index at zero. The connected torus acts trivially on
+ordinary cohomology by homotopy and therefore on its Hodge summands.
+Consequently this zero value is $\chi(X,\mathcal O_X)$. If it is nonzero,
+some fixed $q$ has nonzero invariant $H^q(X,mA)$ for unbounded $m$.
+The compact-averaged hard Lefschetz map with coefficient $(m+1)A$
+produces the invariant twisted forms needed by
+Corollary~\ref{V:invariant-differentials}. Thus
+$H^0(X,mA)^T\ne0$ for some $m>0$ whenever
+$\chi(X,\mathcal O_X)\ne0$. In particular the hypothesis $H^q(X,\mathcal O_X)=0$ for every $q>0$ gives the zero
+index value $1$ and $q(X)=0$. The index theorem and the conversion
+play separate roles: the former retains the actual constant term,
+whereas the latter produces an invariant section without presuming
+an equivariant version of an ordinary nonvanishing criterion.
+\end{remark}
+
+The compact-factor application of these invariant conclusions is
+given in the descent section. Only the geometric structure and
+finite-cover norm are needed there; neither of the proofs above
+uses the headline nonvanishing theorem.
diff --git a/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/isometric-descent.tex b/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/isometric-descent.tex
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+++ b/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/isometric-descent.tex
@@ -0,0 +1,55 @@
+\section{Descent with compact isometric monodromy}
+\label{V:isometric-descent}
+
+We first apply the invariant results when the residual monodromy lies
+in a compact torus. The geometric structure is supplied by the
+finite-cover theorem of \emph{Anticanonical nonvanishing from smooth semipositivity} \cite[Theorem~2.1]{CompanionH}, based
+on Demailly--Peternell--Schneider and Campana--Demailly--Peternell
+\cite{DPS1996,CDP2015}. Its nonvanishing theorem is not used in the
+argument below.
+
+Let $X$ be smooth connected projective with smoothly semipositive
+$-K_X$. The cited structure theorem gives a connected finite \'etale
+cover $\nu:S\to X$ and an equivariant product description of its
+universal cover
+\[
+ \widetilde X=\C^a\times F\times Z,
+ \qquad S=(\C^a\times F\times Z)/\Lambda.
+\]
+Here $\Lambda$ acts by translations on $\C^a$, trivially on the
+compact simply connected Ricci-flat projective factor $F$, and through
+a compact connected real torus on $Z$. The variety $Z$ is smooth
+projective, its anticanonical line is smoothly semipositive, and
+$H^i(Z,\OO_Z)=0$ for every $i>0$. The compact action has algebraic
+torus closure $G\subset\operatorname{Aut}(Z)$, with its natural
+anticanonical linearization. There are invariant canonical frames
+$\eta_0,\eta_F$ on $\C^a,F$. Any factor may be a point.
+
+Theorem~\ref{V:invariant-main} gives a nonzero
+$s\in H^0(Z,K_Z^{-m})^G$ for some $m>0$. If $Z$ is a point, take
+$m=1$ and $s=1$. Equally, the controlled-field conversion and its
+index application can be used here: $Z$ has irregularity zero and
+actual index one, and its natural compact action meets precisely those
+hypotheses.
+
+Under the determinant identity for the product tangent bundle, the
+section
+\[
+ \operatorname{pr}_0^*(\eta_0^{-m})\otimes
+ \operatorname{pr}_F^*(\eta_F^{-m})\otimes
+ \operatorname{pr}_Z^*s
+\]
+belongs to $H^0(\widetilde X,K_{\widetilde X}^{-m})$. It is nonzero,
+since the first two factors never vanish and $s$ is nonzero on a
+nonempty open set of $Z$. Translations preserve $\eta_0$, the action
+on $F$ preserves $\eta_F$, and the residual action on $Z$ fixes $s$.
+Thus this product is $\Lambda$-invariant and descends to a nonzero
+holomorphic section of $K_S^{-m}$. It is algebraic by projectivity.
+The finite \'etale norm \cite[Lemma~2.2]{CompanionH}
+then gives a nonzero section of $K_X^{-m\deg\nu}$.
+
+The product is used on the universal cover; the finite cover $S$ need
+not split as a product. The next argument starts from a locally constant
+rationally connected fibration instead. Its algebraic monodromy can
+have a nontrivial unipotent part, which requires an additional
+fixed-vector argument.
diff --git a/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/mrc-descent.tex b/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/mrc-descent.tex
new file mode 100644
index 0000000000000000000000000000000000000000..a150abc766fe64864e859fa4dccbd95b715a845b
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+++ b/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/mrc-descent.tex
@@ -0,0 +1,171 @@
+\section{Descent through a locally constant MRC fibration}
+\label{V:sec-mrc-descent}
+
+We apply Theorem~\ref{V:controlled-invariant-nonvanishing} to the
+rationally connected fibers of a locally constant fibration. The constant extension of a section
+on one fiber gives a relative anticanonical section precisely when
+the section is fixed by monodromy. The argument below first reduces monodromy to
+a connected commutative algebraic group, then uses its unipotent part
+to pass from torus invariance to monodromy invariance. The final two
+steps remove the base canonical bundle and descend through a finite
+cover. This is the invariant-section reduction of
+M\"uller~\cite[Theorem~2.2 and its proof]{Muller2025}, with the
+fiberwise section supplied here by the controlled-cone theorem.
+
+Let $X$ be a smooth connected projective complex variety, and assume
+that $-K_X$ has a smooth Hermitian metric with semipositive curvature.
+The structure input is Matsumura--Wang's theorem for projective klt
+pairs with nef anti-log-canonical divisor
+\cite[Theorem~1.1, Definition~2.3, Theorem~4.12, and the conclusion
+of~\S4.4]{MatsumuraWangV3}. We use its zero-boundary case. The
+hypotheses hold because smoothness implies the klt condition and
+smooth semipositivity implies nefness. The theorem gives a finite
+quasi-\'etale cover $p_0:X_0\to X$ and a holomorphic maximal
+rationally connected fibration
+\[
+ f_0:X_0\longrightarrow B_0,
+ \qquad K_{B_0}\sim_{\mathbb Q}0,
+\]
+where $B_0$ is projective and the fibration is locally constant.
+Concretely, for a fixed connected rationally connected fiber $F$, there
+are a representation
+\[
+ \rho_0:\pi_1(B_0)\longrightarrow\operatorname{Aut}(F)
+ \quad\text{and an isomorphism}\quad
+ X_0\simeq(\widetilde B_0\times F)/\pi_1(B_0)
+\]
+over $B_0$; the group acts by deck transformations on $\widetilde B_0$
+and through $\rho_0$ on $F$. The rational linear equivalence of
+$K_{B_0}$ is the conclusion of Theorem~4.12, not merely the numerical
+triviality in the introductory statement of Theorem~1.1. The same
+formulation appears in M\"uller~\cite[Theorem~2.1]{Muller2025}.
+Cao--H\"oring~\cite{CaoHoring}
+provides the earlier smooth locally trivial structure theorem; the
+constant transition maps used here come from Matsumura--Wang.
+
+Purity of the branch locus makes $p_0$ \'etale, since its target $X$
+is smooth. Hence $X_0$ is smooth and projective. Local product charts
+for $f_0$ imply that $B_0$ and $F$ are smooth as well: the embedding
+dimension and the dimension of a product of analytic germs are sums,
+so a smooth product has smooth factors. The fiber $F$ is projective
+because it is closed in $X_0$. On the fiber over $b\in B_0$ the tangent
+sequence gives
+\[
+ K_{X_0}^{-1}|_F\simeq K_F^{-1}\otimes
+ \bigl(\det T_bB_0\bigr)\otimes\mathcal O_F.
+\]
+A choice of nonzero vector in the constant determinant line therefore
+transfers the restricted smooth semipositive metric to $-K_F$.
+Rational connectedness and Hodge symmetry give
+$H^i(F,\mathcal O_F)=0$ for every $i>0$. Thus $F$ has all the
+nonequivariant hypotheses of
+Theorem~\ref{V:controlled-invariant-nonvanishing}.
+
+\subsection{Making the monodromy group connected and commutative}
+
+The structure theorem of Demailly--Peternell--Schneider
+\cite[Structure Theorem~(iii), p.~218]{DPS1996} shows that
+$\pi_1(X_0)$ is virtually abelian. Since $f_0$ is a fiber bundle with
+connected fiber, its homotopy sequence makes
+$\pi_1(X_0)\to\pi_1(B_0)$ surjective. The image of an abelian
+finite-index subgroup is again abelian of finite index. Consequently
+$\pi_1(B_0)$ is virtually abelian.
+
+To place monodromy in a fixed algebraic group, choose an ample line
+bundle $A$ on $X_0$ and put $A_F=A|_F$. The restrictions of $c_1(A)$
+form a flat section of $R^2(f_0)_*\mathbb Z$, so monodromy fixes the
+integral class $c_1(A_F)$. Since $H^1(F,\mathcal O_F)=0$, the exponential
+sequence makes the Chern-class map
+$\operatorname{Pic}(F)\to H^2(F,\mathbb Z)$ injective. It follows that
+$\rho_0(\gamma)^*A_F\simeq A_F$ for every $\gamma\in\pi_1(B_0)$.
+Choose $a>0$ such that $A_F^a$ is very ample. The projective embedding
+by $A_F^a$ identifies $\operatorname{Aut}(F,A_F^a)$ with the closed stabilizer
+of the embedded $F$ in $\operatorname{PGL}(H^0(F,A_F^a)^*)$.
+Monodromy therefore lies in a linear algebraic group. This argument
+uses a projective action and requires no choice of linearization on
+$A$ or $A_F$.
+
+Pass to the connected finite \'etale cover of $B_0$ corresponding to
+an abelian subgroup of finite index in $\pi_1(B_0)$, and pull back
+$X_0$. The resulting monodromy has commutative Zariski closure $H$:
+the commutator morphism is trivial on the dense product of the
+monodromy image with itself. Pass next to the cover corresponding to
+the inverse image of the identity component $H^\circ$. The new
+monodromy is dense in $H^\circ$, since each component of an algebraic
+group is open and closed. Write
+\[
+ f:Y\longrightarrow B,\qquad p:Y\longrightarrow X,
+ \qquad G=\overline{\rho(\pi_1(B))}^{\mathrm{Zar}}=H^\circ
+\]
+for the resulting fibration, composite finite \'etale cover, and
+monodromy closure. These finite covers of projective varieties are
+projective, and $K_B$ is still torsion. In particular $G$ is a
+connected commutative linear algebraic group acting on the same
+fiber $F$.
+
+\subsection{From a torus-fixed section to a section on \texorpdfstring{$X$}{X}}
+
+We use the natural action on anticanonical bundles: an automorphism
+acts on $K_F^{-1}=\det T_F$ by the determinant of its differential.
+It induces an algebraic representation on every finite-dimensional
+space $H^0(F,K_F^{-m})$. This specified action is also the action in
+the relative canonical transition functions of the locally constant
+fibration.
+
+Let $T\subset G$ be a maximal algebraic torus. Theorem~\ref{V:controlled-invariant-nonvanishing}
+gives an integer $m>0$ for which
+\[
+ W:=H^0(F,K_F^{-m})^T\ne0.
+\]
+If $F$ is a point, take $m=1$ and the constant section; the rest of the
+argument is unchanged. The trivial torus is allowed. The inclusion
+$G\subset\operatorname{Aut}(F)$ makes the action faithful, so there
+is no ineffective subgroup that could introduce a scalar character
+on the natural anticanonical line.
+
+For completeness, the following elementary argument explains why
+$W$ contains a vector fixed by all of $G$. Jordan decomposition in a
+connected commutative linear algebraic group over $\mathbb C$ gives
+\[
+ G=T\times U,
+\]
+where $U$ is connected and unipotent. Commutativity makes $W$ stable
+under $U$. Its Lie algebra acts on $W$ by commuting nilpotent
+endomorphisms $N_1,\ldots,N_e$, after choosing a basis of the Lie
+algebra. Their kernels have nonzero intersection: successively
+restrict $N_j$ to the intersection of the preceding kernels, which
+it preserves by commutativity; a nilpotent endomorphism of a nonzero
+finite-dimensional space has nonzero kernel. A nonzero vector in
+this intersection is fixed by $U$, because $U$ is connected and is
+generated by the exponentials of its Lie algebra. We obtain
+\[
+ 0\ne s\in W^U=H^0(F,K_F^{-m})^G.
+\]
+This is the connected-group step in
+\cite[Lemma~2.3 and the proof of Theorem~2.2]{Muller2025}; we have
+retained the unipotent argument because $G$ need not be a torus.
+The input here is a fixed vector for the natural linearization, not
+a section of an unspecified character.
+
+Since $s$ is fixed by monodromy, its constant extension to
+$\widetilde B\times F$ descends to a nonzero section
+\[
+ \sigma\in H^0(Y,K_{Y/B}^{-m}).
+\]
+The canonical bundle formula reads
+$K_Y=K_{Y/B}\otimes f^*K_B$. Choose $r>0$ with
+$K_B^r\simeq\mathcal O_B$ and a nowhere-zero section
+$\tau\in H^0(B,K_B^{-r})$. Then
+\[
+ \sigma^r\otimes f^*\tau^m
+ \in H^0(Y,K_Y^{-mr})\setminus\{0\}.
+\]
+All these holomorphic sections are algebraic by projectivity. Finally,
+let $d=\deg p$. Since $p$ is finite \'etale,
+$K_Y^{-mr}\simeq p^*K_X^{-mr}$, and the norm of this section is a
+section of $K_X^{-mrd}$. It is nonzero: over the generic point the
+norm is a product of nonzero conjugates in a finite field extension.
+Thus $X$ has a nonzero section of a positive anticanonical power.
+The construction uses the locally constant product only after passing
+to the universal cover of the base; no product decomposition of a
+finite cover of $X$ is required.
diff --git a/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/nef-tools.tex b/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/nef-tools.tex
new file mode 100644
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+++ b/preprints/Exact-orders-and-invariant-anticanonical-linear-systems-September-26-2026/build/source/sections/nef-tools.tex
@@ -0,0 +1,401 @@
+\section{Nef bases and extension of sections}
+\label{V:sec-nef}
+
+The nef-reduction arguments in Sections~\ref{V:sec-transfer} and
+\ref{V:sec-invariant-field} start from twisted anticanonical sections.
+Their common construction is a diagram
+\[
+ X\xleftarrow{p}W\xrightarrow{f}Y,
+ \qquad ap^*L\sim D+f^*B,
+\]
+where $L=-K_X$, $a$ is a positive integer, $W$ is normal and
+equidimensional over the smooth base $Y$, and $p$ is birational.
+The divisor $D$ is effective Cartier, and above each prime of $Y$ it has
+coefficient zero on at least one component. The line bundle $B$ is
+the part whose positivity must be established.
+
+On a smooth resolution of $W$, a rank-one hypothesis for every relative
+adjoint twist identifies the relevant sections with powers of the section
+defining $D$, multiplied by the Jacobian section. The bounded maximum
+metric lemma below states this hypothesis in ordinary and invariant
+forms. It shows that the fiber maximum of the norm of the section defining $D$
+gives a locally bounded semipositive metric on $B$, hence makes $B$
+nef. Nef reduction then identifies its numerical null directions, and
+irregularity zero turns the resulting numerical descent into rational
+linear descent.
+
+The two applications finish differently. For a prescribed arc,
+Section~\ref{V:sec-transfer} proves $v(D)=0$ and extends first jets at
+one point of the reduced base; this makes its descended line big and
+yields arbitrarily small normalized arc orders. Starting instead with
+invariant twisted sections, Section~\ref{V:sec-invariant-field} extends
+one nonzero invariant class in a quotient of multiplier ideals and
+obtains an invariant anticanonical section. We now prove the model,
+metric, descent and curvature-concentration statements shared by these
+constructions.
+
+\subsection{Models and connected fibers}
+
+The relative section must be normalized over every base divisor.
+For that purpose we use a normal equidimensional model. Its smooth
+resolution is used for integration, and is not required to remain
+equidimensional.
+
+\begin{lemma}[Equidimensional models]\label{V:flat-model}
+Let $X\dashrightarrow Y$ be a dominant rational map of integral projective
+varieties over $\mathbb C$. There are a smooth projective birational model
+$Y'$ of $Y$ and an integral projective flat family $X_0\to Y'$ with a
+birational morphism to the graph of the original map. Every irreducible
+component of every fiber has dimension $\dim X-\dim Y$. The normalization
+$V$ of $X_0$ is equidimensional over $Y'$; in particular, every vertical
+prime divisor of $V$ maps onto a prime divisor of $Y'$. If
+$\mathbb C(Y)$ is algebraically closed in $\mathbb C(X)$, the morphism
+from $V$, and from any smooth resolution of $V$, to $Y'$ has connected
+fibers. If a torus acts on $X$ and the rational map is invariant, these
+constructions and a projective resolution of $V$ can be made equivariant,
+with trivial action on the base.
+\end{lemma}
+
+\begin{proof}
+Embed the projective graph over $Y$ in $\mathbb P^N\times Y$.
+Over the flat open set the fibers define a map to the projective
+Hilbert scheme \cite[Theorem~3.2 and the Hilbert-scheme specialization
+after Proposition~3.8]{Grothendieck1961Hilbert}.
+Resolve the closure of its graph, also resolving the base, and pull back the
+universal family. Flatness over an integral base embeds each affine
+coordinate ring in its generic localization. The generic fiber is
+integral, so these coordinate rings have neither nilpotents nor zero
+divisors. Thus the pulled-back family is integral and is the closure of
+the original family over the flat open set. Its map to the graph is
+birational.
+
+Constancy of the Hilbert polynomial bounds the dimension of every fiber
+above by the generic relative dimension. At any fiber component the
+height bound for the ideal generated by local parameters of the smooth
+base gives the opposite bound. This proves purity of fiber dimension.
+Normalization is finite, so fiber dimensions and dimensions of images of
+components are preserved. A prime divisor mapping into codimension at
+least two in $Y'$ would have dimension at most
+$\dim Y'-2+(\dim X-\dim Y')=\dim X-2$, a contradiction.
+
+For connectedness apply Stein factorization to the normal total space.
+Its finite intermediate base has function field the algebraic closure
+of $\mathbb C(Y')$ in $\mathbb C(X)$; the asserted field condition and
+normality of $Y'$ make the finite birational morphism an isomorphism.
+The same reasoning applies after resolution. In the equivariant case,
+the family over the original open set is stable under the action.
+Its closure and normalization are therefore stable, and equivariant
+resolution in characteristic zero supplies the last assertion.
+\end{proof}
+
+\subsection{A bounded metric from all relative moments}
+\label{V:sec-maximum}
+
+The two nef-reduction arguments below construct a section of a
+relative line bundle and normalize its orders over base divisors.
+The purpose of this normalization is analytic: it prevents the
+maximum of the section's norm on nearby fibers from tending to zero.
+Together with rank one for every relative adjoint twist, it produces
+a nef line bundle on the base. Ordinary and invariant rank one
+are separate hypotheses in the statement.
+
+\begin{lemma}[Bounded maximum metric]\label{V:bounded-maximum}
+Let $X,Y$ be smooth connected projective varieties, let
+$L=-K_X$ have a smooth semipositive metric $h$, and consider
+\[
+ W\xrightarrow{p}X,\qquad W\xrightarrow{f}Y,
+ \qquad Z\xrightarrow{r}W,
+\]
+where $W$ is normal integral projective, $p$ is a birational morphism,
+$f$ is surjective and
+equidimensional with connected general fiber, and $r$ is a smooth
+projective resolution. Write $\pi=pr$, $g=fr$ and
+$E=K_Z-\pi^*K_X\ge0$. Let $B$ be a line bundle on $Y$, let $a\in\mathbb Z_{>0}$,
+and suppose
+\[
+ 0\ne\tau\in H^0(W,ap^*L-f^*B)
+\]
+has order zero on at least one component above every prime divisor
+of $Y$. Assume that, for every integer $l\ge1$, the ordinary
+generic adjoint space for
+$K_{Z/Y}+(al+1)\pi^*L$ has dimension one and is generated, in
+base frames, by $s_E(r^*\tau)^l$.
+Then $B$ has a semipositive metric with locally bounded weights.
+On a smooth connected-fiber open set its weight in a frame $\beta$
+is the continuous plurisubharmonic function
+\begin{equation}\label{V:sup-weight}
+ \varphi_\beta(y)=-\log\max_{Z_y}
+ |r^*\tau\,g^*\beta|^2_{(\pi^*h)^a}.
+\end{equation}
+In particular, $B$ is nef.
+
+The same conclusion holds with invariant generic rank one in place
+of ordinary rank one, provided an algebraic torus acts compatibly
+on the diagram with trivial action on $Y$, $L$ has its natural
+linearization, $B$ has trivial linearization, $\tau$ is invariant,
+and $h$ is invariant under the maximal compact torus.
+\end{lemma}
+
+\begin{proof}
+The point-base case is immediate, so assume $\dim Y>0$.
+The generic fiber is connected; the fibers over a sufficiently
+small smooth-submersion open set $U$ are therefore connected and
+smooth, hence irreducible. Shrink $U$ so that neither $s_E$ nor
+$r^*\tau$ vanishes identically on any fiber.
+
+Choose frames $\beta$ of $B$ and $\kappa$ of $-K_Y$ on a base
+chart. For each $l\ge1$, the relative adjoint section
+\[
+ u_l=s_Eg^*\kappa\,(r^*\tau g^*\beta)^l
+\]
+generates the relevant generic space. On its locally free
+base-change locus, Berndtsson's smooth direct-image theorem
+\cite[Theorem~1.2]{Berndtsson2009} applies to the smooth
+semipositive coefficient $(al+1)\pi^*L$. In the invariant case,
+compact averaging is a holomorphic projection on the direct image.
+It is orthogonal for the fiber integral metric, by change of
+variables and invariance of the coefficient metric. Its invariant
+line is consequently also a metric quotient and inherits
+semipositive curvature. This is the only extra positivity step in
+the invariant case. If the relative dimension is zero, the
+connected smooth fiber is one point and the same assertion follows
+directly from the coefficient metric.
+
+Put $b=|r^*\tau g^*\beta|^2_{(\pi^*h)^a}$, and let $d\mu_y$
+be the smooth nonnegative density of $s_Eg^*\kappa$ with
+coefficient $\pi^*L$. The preceding positivity gives
+plurisubharmonicity of
+\[
+ -\frac1l\log\int_{Z_y}b^l\,d\mu_y.
+\]
+The density has full support on each fiber in $U$. Smooth proper
+integration extends the displayed function across the possible
+base-change exceptions for this particular $l$, preserving
+plurisubharmonicity. Thus no common base-change locus for infinitely
+many $l$ is required.
+
+Normalize each density to mass one. Its $l$-th power mean of $b$
+increases to the maximum. The maximum is positive and continuous
+under a proper smooth submersion, so this convergence is uniform
+on compact subsets by monotonicity. The logarithm of the mass,
+divided by $l$, tends uniformly to zero there. Passing to the
+limit proves that \eqref{V:sup-weight} is plurisubharmonic on $U$.
+
+It remains to extend the metric over $Y\setminus U$. Regularity
+of $\tau$ and properness bound $b$ above over compact base charts;
+hence $\varphi_\beta$ is locally bounded below. At a general point
+of every boundary prime $Q$, choose a component $\Gamma$ above
+$Q$ on which $\tau$ has order zero. Normality makes $W$ smooth
+at a general point of $\Gamma$. We can choose this point so that
+$\tau$ is nonzero and $\Gamma\to Q$ is submersive. In local
+coordinates a parameter for $Q$ pulls back to a unit times a
+positive power of a parameter for $\Gamma$. Taking a local root
+of the unit, and completing with the tangential coordinates, shows
+that $f$ is open there. A neighborhood on which the norm of
+$\tau$ is bounded below by a positive constant therefore covers
+a base neighborhood. Surjectivity of $Z\to W$ gives the same
+lower bound for the fiber maximum. Thus $\varphi_\beta$ is
+locally bounded above near a general point of $Q$.
+
+The removable-singularities theorem for plurisubharmonic functions
+now extends the weights across the divisors, except over a closed
+analytic set of codimension at least two. The Hartogs extension
+for plurisubharmonic functions removes that set as well. More
+explicitly, choose a small transverse disc whose boundary avoids
+the missing set and parallel nearby discs with boundaries in a
+fixed compact subset of the complement. Outside a proper set of
+parameters these discs miss the analytic set. Their boundary
+maximum gives a common upper bound, and the submean inequality
+extends it to the other points of the domain. The original lower
+bounds persist under extension. Finally,
+\[
+ \varphi_{u\beta}=\varphi_\beta-\log|u|^2
+\]
+for a nowhere-zero holomorphic function $u$, so the local weights
+glue to a metric on $B$. Restricting the bounded plurisubharmonic
+weights to the normalization of any curve gives nonnegative
+degree. This proves nefness.
+\end{proof}
+
+The conclusion over the entire base is local boundedness. Continuity
+on the smooth locus is used for the power-mean limit; the extension
+argument does not require continuity at every boundary point.
+
+\subsection{Descending through the numerical null directions}
+
+A nef divisor has degree zero on the general fibers of its nef
+reduction. The next argument upgrades this to every contracted
+curve, which is the hypothesis needed for numerical pullback.
+Irregularity zero is then used to turn that numerical identity into
+a rational linear identity of line bundles.
+
+\begin{lemma}[Descent of a nef divisor]\label{V:nef-descent}
+Let $Y$ be smooth connected projective with $q(Y)=0$, and let $B$ be a
+nef Cartier divisor on $Y$. There are smooth connected projective
+varieties $Y'$ and $Z$, a birational morphism $\rho:Y'\to Y$, a
+surjective morphism $h:Y'\to Z$ with connected fibers, and a nef rational
+Cartier divisor $L$ on $Z$ such that
+\[
+ \rho^*B\sim_{\mathbb Q}h^*L.
+\]
+If $\dim Z>0$, every irreducible curve through a very general point of
+$Z$ has positive $L$-degree. After multiplying $B$ and $L$ by one
+positive integer, $L$ is Cartier and the displayed equivalence is linear.
+\end{lemma}
+
+\begin{proof}
+Apply the nef reduction theorem of Bauer, Campana, Eckl, Kebekus,
+Peternell, Rams, Szemberg and Wotzlaw
+\cite[Theorem~2.1]{BCEKPRSW2002}. It gives an almost holomorphic
+dominant map $Y\dashrightarrow Z_0$ with connected general fibers,
+numerical triviality of $B$ on its compact general fibers, and positive
+$B$-degree for every noncontracted curve through a very general point
+of $Y$. Apply Lemma~\ref{V:flat-model} to its graph, over a smooth
+projective birational model $Z$ of $Z_0$. Write $T\to Z$ for the flat
+family and $B_T$ for the pullback of $B$.
+
+We claim that $B_T$ is numerically trivial on every curve in every fiber.
+Almost holomorphicity identifies sufficiently general graph fibers with
+compact fibers in the domain of the original map. Indeed the complement
+of that domain has smaller relative dimension over a general base point;
+the compact fiber in the domain is already closed, and so acquires no
+additional points in the graph. Thus $B_T$ is numerically trivial on
+a general fiber.
+
+Let $d$ be the relative dimension. If $d=0$ there are no contracted
+curves on $T$. Suppose $d>0$ and choose an ample Cartier divisor
+$H$ on $T$.
+Both $H$ and $H+B_T$ are relatively ample. Their top degrees on the
+fundamental fiber cycles are constant, by flatness and the leading
+coefficients of their Hilbert polynomials, and agree on the general
+fiber. On any fiber the binomial expansion of their difference is a
+sum of nonnegative mixed intersections. Since the fiber has pure
+dimension $d$, every component $R$ occurs with positive multiplicity;
+we obtain
+\[
+ B_T\cdot H^{d-1}\cdot R=0
+ \qquad\hbox{for every fiber component }R.
+\]
+If $d=1$, every integral curve $C\subset R$ equals $R$, so its degree
+is already zero. For $d\ge2$, choose $d-1$ sufficiently high ample
+hypersurfaces through a prescribed curve $C\subset R$. Global generation
+of its twisted ideal permits successive general choices avoiding all
+existing components not contained in $C$, so the final intersection is
+proper and one-dimensional. At the generic point of $C$, their local
+equations form a system of parameters; their intersection multiplicity
+there is positive. Thus the resulting effective curve cycle contains
+$C$ with positive coefficient, also when $R$ is singular.
+Its $B_T$-degree is
+zero, and nefness makes every component degree nonnegative. Hence
+$B_T\cdot C=0$, as claimed.
+
+Normalize $T$ and resolve it to $Y'$, with maps $\rho:Y'\to Y$ and
+$h:Y'\to Z$. A curve contracted by $h$ either maps to a curve in a
+fiber of $T$ or maps to a point, so $\rho^*B$ has degree zero on every
+such curve. The fibers of $h$ are connected, by Stein factorization
+and the connected general fibers of the nef reduction. Lehmann's
+numerical pullback theorem \cite[Theorem~1.2]{Lehmann2015} applies:
+the divisor $\rho^*B$ is pseudoeffective, is numerically trivial on
+all contracted curves, and the smooth base $Z$ is $\mathbb Q$-factorial.
+It gives $\rho^*B\equiv h^*L$ for a real numerical divisor class $L$.
+The pullback map on numerical divisor spaces is defined over
+$\mathbb Q$, so the linear equation with rational right-hand side
+has a rational solution. Choose such an $L$. It is nef: for each
+curve in $Z$, a projective slice of its inverse image gives a curve
+dominating it, and the projection formula gives nonnegative degree.
+
+Birational invariance gives $q(Y')=0$. Numerically trivial integral
+line bundles on a smooth projective variety belong to $\operatorname{Pic}^0$
+up to torsion; see \cite[Definition~6.1 and Theorem~6.3]{Kleiman2005}. Therefore the rational numerical equivalence just
+obtained is a rational linear equivalence. Clearing its torsion and
+denominators gives the asserted integral scaling.
+
+Finally, choose a very general $z\in Z$ and a point $y'\in h^{-1}(z)$
+where $h$ is smooth and $\rho$ is an isomorphism, such that $\rho(y')$
+lies outside the countable exceptional union in the nef reduction
+theorem. Such a point exists: for each proper closed exception, the
+image of its complement contains a dense open subset of $Z$; on a very
+general irreducible fiber, the resulting countably many proper closed
+subsets cannot cover the fiber. Given any curve through $z$, normalize
+it and slice a component of its inverse image through $y'$ to obtain
+a curve through $y'$ dominating it. Smoothness at $y'$ permits a
+nonvertical curve germ, so the slicing may be chosen to retain that
+property. Its image in $Y$ is not contracted by the original nef
+reduction. The positivity part of that theorem, followed by the
+projection formula, proves that the given curve has positive
+$L$-degree.
+\end{proof}
+
+The reduced base now has positive degree on every curve through a
+very general point. We next turn this qualitative condition into
+an arbitrarily large Seshadri bound after adding a fixed small ample
+term. This will give an isolated logarithmic pole strong enough to
+detect either a first jet or a nonzero quotient class.
+
+We use the following metric conventions in this extension argument.
+If a singular Hermitian metric has squared frame norm $h=e^{-\varphi}$,
+its multiplier ideal $\mathcal I(h)$, also denoted $\mathcal J(h)$,
+consists of holomorphic germs $u$ for which $|u|^2e^{-\varphi}$ is
+locally integrable. The metric $he^{-\psi}$ has weight
+$\varphi+\psi$ and curvature $i\Theta_h+i\partial\bar\partial\psi$.
+A quasi-plurisubharmonic function has \emph{neat analytic singularities}
+if locally it has the form $c\log\sum_j|f_j|^2+u$, where $c>0$,
+the $f_j$ are holomorphic and $u$ is smooth.
+
+\begin{lemma}[Concentrating curvature at one base point]
+\label{V:sesha}
+Let $Z$ be smooth projective of dimension $b>0$, let $L$ be a nef
+Cartier divisor, and suppose every curve through a very general point
+of $Z$ has positive $L$-degree. Fix a very ample Cartier divisor $H$
+and rational $\epsilon>0$. For every $c>0$, all sufficiently large
+integers $k$ make
+\[
+ J_k=\tfrac12(kL+\epsilon H)
+\]
+an ample rational divisor with Seshadri constant greater than $c$ at
+a very general point. At any such point $z$ one can choose a smooth
+positive metric of curvature $\eta$ on $J_k$ and a quasi-plurisubharmonic
+function $\psi$ with neat analytic singularities, smooth away from $z$,
+such that
+\[
+ \eta+i\partial\bar\partial\psi\ge0,
+ \qquad \psi(w)\le c\log|w|^2+O(1)
+\]
+in coordinates centered at $z$.
+\end{lemma}
+
+\begin{proof}
+Fix the countable union of proper closed subsets outside which the
+curve positivity holds. If an integral $d$-dimensional subvariety
+$U$ is not contained in this union, then
+$L\cdot H^{d-1}\cdot U$ is a positive integer. Otherwise nefness
+and the cutting-through-a-curve argument in the proof of
+Lemma~\ref{V:nef-descent} would make $L$ numerically trivial on
+$U$, contrary to a curve in $U$ through a point outside the union.
+The mixed term in the binomial expansion consequently gives
+\[
+ J_k^d\cdot U\ge 2^{-d}d k\epsilon^{d-1}.
+\]
+Choose $\alpha>c$ and then $k$ large enough that this is at least
+$(d\alpha)^d$ for every $1\le d\le b$. The theorem of
+Ein--K\"uchle--Lazarsfeld \cite[Theorem~3.1]{EKL1995}, applied after
+clearing rational denominators, gives the required Seshadri bound.
+
+Choose a rational number $c_0$ strictly between $c$ and the Seshadri
+constant. On the blowup of $z$, the pullback of $J_k$ minus $c_0$
+times the exceptional divisor is ample. To see ampleness rather than
+mere nefness, choose $c_0