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Typed mathematical kernel

This page fixes the mathematical interface of UHM after the foundational revision of 2026-10-03. A theorem concerns its stated objects and assumptions; an interpretation does not change their types. The numerical state model is retained, while the formerly asserted identification of categorical logic, channels, attractors and experience is replaced by explicit bridges.

States and processes​

Fix finite-dimensional complex Hilbert spaces with chosen semantic frames. Write

DN={ρ∈MN(C):ρ=ρ†, ρ⪰0, Tr⁡ρ=1}.D_N=\{\rho\in M_N(\mathbb C):\rho=\rho^\dagger,\ \rho\succeq0,\ \operatorname{Tr}\rho=1\}.

Its trace-one affine hull has real dimension N2−1N^2-1. Full-rank states form its relative interior; rank-deficient states are not an open smooth manifold of that dimension.

The process category has objects MN(C)M_N(\mathbb C), N≥1N\ge1, and linear CPTP maps as arrows. Its pointed version has objects (N,ρ)(N,\rho) and arrows K:(N,ρ)→(M,σ)K:(N,\rho)\to(M,\sigma) with K(ρ)=σK(\rho)=\sigma. Composition and the tensor product are inherited from channels. The tensor unit M1(C)M_1(\mathbb C) is terminal: the only trace-preserving map to it is discarding, X↦Tr⁡XX\mapsto\operatorname{Tr}X.

Terminality theorem [T]. No state (N,ρ)(N,\rho) with N>1N>1 is terminal in the pointed process category. Both the identity and the replacement channel X↦Tr⁡(X)ρX\mapsto\operatorname{Tr}(X)\rho are distinct endomorphisms fixing ρ\rho. In particular I/NI/N is a state, not the terminal object.

The sector N=7N=7 is a selected state model [P], not a tensor-closed category: two seven-dimensional systems have joint state in D49D_{49}. A literal partial trace requires a specified tensor factorization. A named basis vector does not define a nontrivial tensor factor.

Executable representations closed under observations​

The state model admits a constructive representation theorem once the required observations and actions are specified. Fix Hermitian observables A1,…,AmA_1,\ldots,A_m and linear CPTP channels K1,…,KsK_1,\ldots,K_s on MN(C)M_N(\mathbb C). Let Kj∗K_j^* be the Heisenberg adjoint for the trace pairing. Define

V0=span⁡R{I,A1,…,Am},Vn+1=span⁡R(Vn∪⋃jKj∗(Vn)).V_0=\operatorname{span}_{\mathbb R}\{I,A_1,\ldots,A_m\},\qquad V_{n+1}=\operatorname{span}_{\mathbb R}\left(V_n\cup\bigcup_jK_j^*(V_n)\right).

Observable closure theorem [T]. This sequence reaches the least common Kj∗K_j^*-invariant real subspace VV containing the declared observations and II, after at most N2−dim⁡V0N^2-\dim V_0 strict extensions. For a basis B1,…,BdB_1,\ldots,B_d of VV, the representation

πV(ρ)=(Tr⁡(B1ρ),…,Tr⁡(Bdρ))\pi_V(\rho)=(\operatorname{Tr}(B_1\rho),\ldots,\operatorname{Tr}(B_d\rho))

has linear updates πV(Kj(ρ))=MjπV(ρ)\pi_V(K_j(\rho))=M_j\pi_V(\rho). Two states have the same representation exactly when every declared observation has the same expectation after every finite word of the declared channels, including the empty word.

Proof. Each adjoint preserves Hermitian operators. The nested subspaces lie in Herm⁡N\operatorname{Herm}_N, of real dimension N2N^2; equality at one step implies invariance and termination. Any invariant space containing V0V_0 contains every step, proving leastness. Write Kj∗(Bl)=∑r(Mj)lrBrK_j^*(B_l)=\sum_r(M_j)_{lr}B_r and use trace duality to obtain the update formula. The union of the stages is the span of all finite adjoint words applied to the observations and II. Equality of their expectations is therefore exactly equality of the coordinates. The identity coordinate is fixed to one on DND_N. ∎

This supplies an explicit instance of the action-preserving representation required for executable transfer in Autogeny and SYNARC. Preserving a present observation alone is insufficient: the qubit states ∣+⟩⟨+∣|+\rangle\langle+| and ∣−⟩⟨−∣|-\rangle\langle-| have equal diagonal populations, but applying the same Hadamard channel makes their first populations one and zero. Embedding this block in D7D_7 gives the same counterexample in the selected UHM carrier.

The exact algorithm uses finite linear algebra for exactly represented channel coefficients; floating-point rank decisions require separate error bounds. The admissible coordinate space is πV(DN)\pi_V(D_N), not all of Rd\mathbb R^d. Minimality concerns this invariant space of observables, not a smallest quantum subsystem or a claim that its matrices MjM_j are CPTP maps on a smaller algebra. Nonlinear self-models M(ρ)M(\rho) require closure under pullback of functions and are not covered by the finite linear theorem. For nn seven-dimensional factors, the ambient bound is 49n49^n; actual closure size, construction and execution cost must be measured. General observation theory is established mathematics; this theorem makes its precise constructive bridge to the UHM state model explicit.

A genuine Bures site​

Equip DND_N with the chordal Bures distance

dB(ρ,σ)=2(1−F(ρ,σ)).F(ρ,σ)=∥ρσ∥12.d_B(\rho,\sigma)=\sqrt{2(1-\sqrt{F(\rho,\sigma)})}. \qquad F(\rho,\sigma)=\left\|\sqrt\rho\sqrt\sigma\right\|_1^2.

Use the site ON=Open⁡(DN,dB)\mathcal O_N=\operatorname{Open}(D_N,d_B): arrows are inclusions of open sets and a family (Ui⊆U)(U_i\subseteq U) covers iff ⋃iUi=U\bigcup_iU_i=U. This gives the canonical realization

EN=Sh⁡∞(ON,Jopen).\mathcal E_N=\operatorname{Sh}_\infty(\mathcal O_N,J_{\mathrm{open}}).

Site theorem [T]. Identities cover, pullback is intersection, and unions of covering families cover. Indeed V∩U=⋃i(V∩Ui)V\cap U=\bigcup_i(V\cap U_i) and U=⋃i,jUijU=\bigcup_{i,j}U_{ij} whenever Ui=⋃jUijU_i=\bigcup_jU_{ij}. Thus the open-cover topology satisfies the Grothendieck axioms. Universe conventions make this a small site.

A CPTP map K:DN→DMK:D_N\to D_M is Bures-continuous (in fact contractive), so inverse images of opens define a geometric morphism EN→EM\mathcal E_N\to\mathcal E_M. This is the correct bridge between the process category and sheaf semantics. It does not identify channels with inclusions of opens or with every morphism of a sheaf topos.

Former channel-cover argument withdrawn [✗]. The condition that images of small balls cover a target ball is not proved to be stable as a sieve by CPTP contractivity. Contractivity bounds images, not inverse lifts. The old proof additionally used pullbacks in the process category without establishing their existence. One can generate a Grothendieck topology from arbitrary specified sieves, but generation alone does not prove its subcanonicity, metric interpretation or equivalence to the open site. None of those equivalences is assumed here.

The Bures and Euclidean topologies coincide on finite-dimensional DND_N; a metric tensor is extra structure beyond its topology. Bures is distinguished within the family of monotone quantum metrics, not the only possible distinguishability metric. Its Riemannian tensor is used on full-rank strata; metric continuity extends to the boundary.

Logic and a support mirror​

In any ∞\infty-topos E\mathcal E, fix an object GG. The correct universal construction is

im⁡G:E/G⇄Sub⁡E(G):iG,im⁡G⊣iG.\operatorname{im}_G:\mathcal E_{/G}\rightleftarrows\operatorname{Sub}_{\mathcal E}(G):i_G,\qquad\operatorname{im}_G\dashv i_G.

It sends X→GX\to G to its effective-epimorphism/monomorphism image, equivalently its (−1)(-1)-truncation in the slice. A map X→SX\to S over GG for a subobject S↪GS\hookrightarrow G exists exactly when the image lies in SS, and its space is contractible when it exists. This proves the adjunction; its restriction to subobjects is the identity. See the full typed self-model construction.

This support mirror is logical. A numerical self-model M:DN→DNM:D_N\to D_N is a different object requiring a definition and, for empirical use, an observation model. No CPTP property, anchor, regeneration rate, Bures optimization, spectral projector or phenomenal content follows merely from the support adjunction.

The classifier Ω\Omega classifies subobjects. For sheaves on a space, its sections over UU are opens of UU. It is not a seven-element algebra of projections. On connected DND_N, clopen sets are only ∅,DN\varnothing,D_N; predicates ρii>0\rho_{ii}>0 overlap, so they cannot be seven disjoint Boolean atoms. A chosen orthogonal frame gives a seven-outcome projective instrument [D], independently of Ω\Omega. Reading it as articulation or internal logic is a bridge [I].

Numerical self-models and dynamics​

A quantum channel is linear on the operator algebra and hence affine on states. The assertion “M(ρ)∈DNM(\rho)\in D_N for every ρ\rho” is only state preservation. If parameters depend on ρ\rho, even a family of CPTP maps KρK_\rho need not give an affine map M(ρ)=Kρ(ρ)M(\rho)=K_\rho(\rho).

For example a fixed-anchor model

M(ρ)=(1−R(ρ))Pα(ρ)+R(ρ)ρa,R(ρ)=1/(NP(ρ))M(\rho)=(1-R(\rho))\mathcal P_\alpha(\rho)+R(\rho)\rho_a,\qquad R(\rho)=1/(NP(\rho))

has a CPTP realization for each frozen input-dependent coefficient, but the complete state map is generally nonlinear. Intrinsic anchors such as ρ2/P(ρ)\rho^2/P(\rho) are also nonlinear. Joint-system extensions must be specified; applying a nonlinear map to an unspecified ensemble is not a definition.

The evolution model is

ρ˙=−i[H,ρ]+D(ρ)+a(ρ)(M(ρ)−ρ),a(ρ)≥0.\dot\rho=-i[H,\rho]+\mathcal D(\rho)+a(\rho)(M(\rho)-\rho),\qquad a(\rho)\ge0.

Given locally Lipschitz a,Ma,M, with M(DN)⊆DNM(D_N)\subseteq D_N, and a fixed GKSL generator for the linear part, it has unique solutions remaining in DND_N [T]. At a boundary vector v∈ker⁡ρv\in\ker\rho, the commutator and anticommutator contribute zero, and the remaining quadratic forms are ∑kv†LkρLk†v+a v†M(ρ)v≥0\sum_k v^\dagger L_k\rho L_k^\dagger v+a\,v^\dagger M(\rho)v\ge0. Trace is preserved. The finite-dimensional tangent-cone criterion gives invariance; compactness gives global continuation. This theorem proves well-posedness, not physical selection of M,a,HM,a,H.

Neither a unique stationary state nor a gap of the linear generator proves uniqueness or contraction of the nonlinear flow. On the trace-one tangent space the Jacobian of a hyperbolic sink has no zero eigenvalue. The zero trace mode of a linear operator on all matrices cannot be substituted for a state-dependent self-model.

If every trajectory in a forward-invariant domain converges to a fixed point in that domain, its limit map is idempotent there [T]. An open basin may exclude its boundary limits: either require that all limits lie in the domain, or extend the map by the identity on those fixed points before composing it with itself. Existence, continuity, linearity and complete positivity of this limit are separate questions. An idempotent set map alone does not define a categorical reflector.

Thresholds and operational meaning​

Write P=Tr⁡ρ2P=\operatorname{Tr}\rho^2, d=∑iρii2d=\sum_i\rho_{ii}^2, q=P−dq=P-d, and Φ=q/d\Phi=q/d. Then

P=1/N+∥ρ−I/N∥F2,d≥1/N,Φ≤NP−1.P=1/N+\|\rho-I/N\|_F^2,\quad d\ge1/N,\quad \Phi\le NP-1.

These are exact [T]. The following are model choices [D]/[I]: call structural majority ∥ρ−I/N∥F2>1/N\|\rho-I/N\|_F^2>1/N “viability”; call R≥1/3R\ge1/3 “reflexive access”; call coherent majority Φ≥1\Phi\ge1 “integration”. They imply the numerical cuts 2/N,1/3,12/N,1/3,1 [T]. Their interpretation as biological survival or experience remains [H]/[I]. A posterior probability requires a likelihood and priors; R=1/(NP)R=1/(NP) does not become one by being named reflection.

For N=7N=7, the capability gate is

Cap2=(P>2/7)∧(R≥1/3)∧(Φ≥1)∧(Ddiff≥2).\mathrm{Cap}_2=(P>2/7)\land(R\ge1/3)\land(\Phi\ge1)\land(D_{\mathrm{diff}}\ge2).

Here DdiffD_{\mathrm{diff}} requires its stated experiential realization or a separately declared proxy. The first two conjuncts give (2/7,3/7](2/7,3/7]. The interval alone is not the whole gate. The product C=ΦR≥1/3C=\Phi R\ge1/3 is necessary for the two scalar access conditions but is not sufficient for their conjunction. Identifying Cap2\mathrm{Cap}_2 with consciousness is an empirical/ontological bridge, not a theorem about matrices.

Phases alone do not determine this gate. See Gap identifiability. Reconstruction from data likewise requires informational completeness or a demonstrated identifiable statistical model, not only symmetry of the codomain.

Representation bridge (RI) [H]. A conditional comparison of encoders can assume that both are bijective and that their comparison is a CPTP isomorphism preserving a specified octonionic three-form. The resulting symmetry classification is then a theorem with those inputs. Observed data, dynamics and codomain symmetry do not imply (RI); it is much stronger than covariance. General reconstruction uses observation-law fibres instead. See the corrected uniqueness theorem.

Dimension and physics bridges​

Seven functional names do not prove seven linearly independent coordinates. The strongest established lower bound here is conditional on the perfect-diagnosability premise (Σ6)(\Sigma_6); a separate exact representation theorem bounds faithful representations of C⊕M3(C)⊕M3(C)\mathbb C\oplus M_3(\mathbb C)\oplus M_3(\mathbb C) by dimension seven. Each conclusion retains its premise. See minimality.

Tensor extensions D7→D42D_7\to D_{42} require a named lift and readout. A section–retraction is not Morita equivalence and does not make lift-dependent reduced entropies functions of ρ∈D7\rho\in D_7 automatically.

The matter-action bridge (Mod)/(Cl₀), spacetime bridge (P), anchor principle (MaxΦ), chosen rates and phenomenal identification remain explicit inputs. Mathematical group coincidences and encodings do not derive physical dynamics without them; the premise register records these dependencies.

Topology, terminality and time​

The terminal object 1E1_{\mathcal E} exists in every topos. Its global sections are the terminal space, not I/7I/7. It does not supply a relaxation channel or an arrow of time. A category with a terminal object has contractible nerve, but terminality of its sheaf category does not imply terminality of the indexing category.

DND_N is convex and contractible. Removing degeneracy sets may produce nontrivial topology; its homotopy and that of an explicitly specified experiential object must be calculated. The availability of higher mapping spaces does not force them to be nontrivial or identify a Postnikov stage with consciousness. A Postnikov tower has inverse limit, with convergence requiring Postnikov completeness of the object/topos.

A physical frequency must be invariant under H↦H+cIH\mapsto H+cI. Thus min⁡spec⁡H\min\operatorname{spec}H cannot supply it. Use a specified nonzero Bohr-frequency scale or a calibrated ω0>0\omega_0>0 [P]. A clock factor and Page–Wootters constraint are additional data; periodic ticks do not by themselves give an aperiodic time line or thermodynamic arrow.

Sources and verification​

website/scripts/check_mathematical_kernel.py checks counterexamples to the withdrawn implications and the explicit replacement identities. Numerical checks supplement the proofs; they do not certify every theorem or any phenomenal interpretation.