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43 changes: 36 additions & 7 deletions experiments/universality/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -113,12 +113,41 @@ the exact source and the remaining coalescing-contact factorial scope.
Independent copies do not establish a same-field spatial expanding-domain
process or retire the existing regional additional-witness lane.

The [spectral Gaussian admission theorem](spectral_gaussian_admission/PROOF.md)
extends the actual H0 intensity and iid-copy process to stationary Gaussian
spectra with a positive K5 block and fourth-order square-root summability.
It independently proves the C4 interfaces, permits arbitrary outside support
holes and supplies optional zero-mode removal and general finite carriers.
A dyadic argument admits polynomial tails beyond that summability test.
The coefficient remains the actual jet functional of each law; explicit
spectral degeneracy examples exclude automatic family uniformity. Its
[review](spectral_gaussian_admission/REVIEW.md) binds the original and current
source verdicts and finite-regularity classical imports. This admits no
covariance-matched non-Gaussian sampler or numerical approximation by itself.

The [higher-homology fold theorem](higher_homology_fold/PROOF.md) now proves,
under its stated same-field C4 continuation and complete critical-list
hypotheses, that an isolated regular cubic fold creates an actual ordinary
Hp interval with p=d-j-1, where j is the transverse Hessian index. Exact transverse
splitting gives one adapted-flow connection; a fixed-annulus height cost
excludes other connecting orbits, making the relative handle incidence a
unit. Aligned regular-level isotopy transfers smooth handle incidence to
the actual C4 filtration. Under the admitted SG contracts, every degree
p=0,...,d-1 has lifetime density asymptotic to c_(q,p)*ell^(-1/3)
as ell tends to zero, with law-specific inertia-cone coefficient and symmetry
c_(q,p)=c_(q,d-1-p). The all-degree weighted
cluster estimate yields a degree-marked iid-copy Poisson limit. Its
[review](higher_homology_fold/REVIEW.md) binds the exact topological proof,
classical imports and source exposure. This does not admit a numerical
Hp algorithm, arbitrary coefficient laws/geometries or spatial process.

These conventional analytic results discharge selected-bar counting and the
leading near/far intensity composition for the stated ideal finite laws and the
specific exact periodized Gaussian law. Further
leading near/far intensity composition for the stated ideal finite laws and
admitted stationary Gaussian spectral/carrier laws. Further
conditional ranks, literal critical formal alignment, certified sampler and
numerical/count coupling, genuinely blind law-by-law admission, higher homology
and spatial expanding-domain process convergence remain separate obligations. The sampler
numerical/count coupling, genuinely blind law-by-law admission, further field laws
and geometries, and spatial expanding-domain process convergence remain separate
obligations. The sampler
and catalogue admissibility labels retain their original meaning.

`models.py` defines the implemented finite-cutoff normalized sampler. Only
Expand Down Expand Up @@ -190,6 +219,6 @@ python3 -B -S experiments/universality/verify_published.py experiments/universal
No held-out seeds have been consumed by this suite. Before a blind experiment,
supply each model's actual law admission, coefficient/remainder/window,
implementation coupling, numerical/count transfer, field-level precision and
independent holdout custody described in the protocol. Further field laws,
higher homology and geometry changes need their own actual analytic adapters
and computational contracts; spatial expanding-domain process limits remain separate.
independent holdout custody described in the protocol. Further field laws and geometry changes need their own actual analytic adapters;
all admitted degrees still need their actual computational/count contracts.
Spatial expanding-domain process limits remain separate.
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