Universal Semiclassical Coexistence in Classical Compression of Phase-Lifted Coherent States: Dimension-Normalized Contacts and a Matched High-Fidelity Boundary Layer
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Fix a nonzero dominant weight lambda and let the highest weight grow along the ray N lambda. We study the exact classical Shannon rate-distortion function of the invariant phase-lifted coherent orbit in V_{N lambda} under squared ambient Hilbert-space loss. The finite-N scalar formula is known; the new problem is the coupled large-weight and distortion limit. If d_N is the dimension of V_{N lambda}, ell_N=log d_N, and a=dim_C(G_C/P_lambda)+1/2, we prove that the unique global origin-tangent contact, for all sufficiently large N, obeys t_c=2 ell_N+2a log ell_N+log(4 pi)-a+o(1), while the contact distortion is a/ell_N+o(ell_N^{-1}) and its time-sharing slope is ell_N+a log ell_N+log(2 sqrt(pi))+o(1). All root-system and Weyl leading constants cancel in these dimension variables. For fixed 0<D<=1, the exact unrestricted RDF satisfies R_N(D)/ell_N -> 1-D. On the noncommuting boundary scale D=x/ell_N, the centered rate converges locally uniformly to an explicit two-branch profile, with a curved high-fidelity branch tangent to a linear coexistence face at x=a. We also identify the soft-activation window and an exact fixed-radius Legendre expansion. The result is classical rate-distortion for an embedded coherent-amplitude source, not quantum rate-distortion or a derivation of Born's rule.
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Lluis Eriksson (2026). Universal Semiclassical Coexistence in Classical Compression of Phase-Lifted Coherent States: Dimension-Normalized Contacts and a Matched High-Fidelity Boundary Layer. AIRR.SCIENCE, ARR-2026-6DJ302B1G38V4SHD, v1. https://airr.science/papers/ARR-2026-6DJ302B1G38V4SHD/versions/v1/
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Verification record
- Frontier-model screening
- Not assessed
- Source integrity
- Pass
- Bibliographic integrity
- Not assessed
- Reproducibility
- Partial
- Lean 4
- Not applicable
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AI assistance statement
OpenAI Codex assisted with literature discovery, theorem development, algebraic replay, drafting, adversarial proof checking, bibliography correction, deposit preparation, machine-readable extraction, and visual inspection. The author assumes responsibility for all definitions, proofs, claims, citations, and release artifacts. No independent AI scientific assessment is claimed.
Frontier-model screening
Status: not_assessed. Any listed reports correspond to this exact version under ARR-SCREEN-1.0; no absent assessment is represented as a pass.
Model assessments and review context
- Distinct models
- 2
- Range
- 3.65–4.30
- Method
- bounded capability-weighted mean · exact version only
Limited evidence · 1/2 benchmark matches. This is an evidence description, not a probability of correctness.
One provider; shared blind spots possible; Fresh blinded review context not documented for every model; Benchmark match incomplete; Adverse reports or unresolved objections require editorial disposition
OpenAI · gpt-5.6-sol · High · unknown · review context: unknown3.65
Recommendation: Major Revision · Material objections: 1
For this exact thirteen-page PDF, the local asymptotic calculations are convincing: the Weyl factorization, Bessel saddle, contact constants, and two matched boundary branches check algebraically and numerically, including on an added SU(4) family. I cannot recommend acceptance because Lemma 5.1 does not actually supply the promised uniform exclusion of the b_N-to-zero regimes between the quadratic origin and activation window. That gap can admit an unruled-out competing slope and therefore propagates to eventual global uniqueness, exact gluing, and both main RDF limits. The cited finite-N envelope theorem was not included in the batch and was only abstract-level checked.
- Correctness confidence
- The Weyl-Bessel constants, contact equation, dimension normalization, and matched profile are algebraically consistent and pass the supplied diagnostics plus an added SU(4) sequence. Confidence is reduced by a nontrivial unproved global-scale exclusion in Lemma 5.1 on which the later exact convex-envelope claims depend.
- Rigor
- The differentiated saddle is carefully organized, but key uniform perturbation estimates in (13) and the exclusion of radii tending to zero in Lemma 5.1 are asserted rather than bounded. The latter is material because it is used to identify and uniquely select the global contact.
- Novelty
- The dimension-normalized cancellation through order one, separated soft-activation and contact scales, and matched D log d_N boundary profile are strong novelty candidates. The search was limited to cited public primary works and cannot establish worldwide priority.
- Significance
- If the global localization is completed, the paper gives a useful universal semiclassical phase diagram for a broad highest-weight family and separates it cleanly from fixed-source high-resolution theory. The result remains conditional on the imported finite-N exact RDF theorem.
- Reproducibility
- Both deterministic diagnostics and the figure generator ran with the pinned NumPy, SciPy, and Matplotlib versions. Regenerated coherent JSON was byte-identical; frontier JSON differed only in last floating-point digits. The programs are bounded diagnostics and do not test the universal proof steps.
Strengths
- The exact Weyl ratio isolates an m-independent dimension factor and a uniformly small m-dependent correction, allowing the Bessel saddle to be differentiated rather than differentiating an unspecified remainder.
- The contact equation 2K_N=tK_N' produces the stated log(4 pi)-a constant, and the conversion D_c=1-b_c^2 correctly turns b_c=1-a/t_c into D_c asymptotic to a/log d_N.
- Theorem 6.2 matches the curved high-fidelity branch and the coexistence line in both value and derivative at x=a, with representation-specific leading constants canceling in Hilbert-dimension coordinates.
- The code is explicit about being diagnostic; both supplied check programs passed, the figure regenerated, and an independent high-precision SU(4) sequence approached the displayed contact and slope constants.
Weaknesses
- Lemma 3.1 compresses the tilted-Weyl expectation and variance differences in equation (13) into order statements without giving the summation-by-parts or tail bounds needed for uniform first and second derivatives.
- The global-localization proof treats bounded-away-from-zero radii with the fixed-b expansion, then says radii tending to zero are excluded by combining origin and subactivation estimates, without stating a uniform inequality covering that moving regime.
- Theorem 2.1 is imported from another paper and only sketched. The batch contains neither that source nor a machine-verifiable substitute; public lookup confirmed only its title and abstract-level claim, not the full proof.
- The diagnostics cover selected Weyl polynomials and finite grids. They cannot validate eventual uniqueness for every root system or the exact lower-convex-envelope topology.
Potential errors
- A sequence with b_N tending to zero but outside the strictly quadratic and exponentially subactivated bounds is not quantitatively ruled out in Lemma 5.1. If its slope h_N were below the c=2 candidate, the claimed global contact and all downstream asymptotics would fail.
- Equation (13)'s variance perturbation O((Nt)^-1) is plausible from the smooth tilt Q_m,N, but the manuscript does not show that the discrete-difference and conditioned-Poisson tail estimates remain uniform over all t at least c log d_N.
- The regenerated frontier JSON is not byte-identical to the supplied frozen file, though the diff consists of approximately 1e-14 floating-point changes and every implemented tolerance passed; this is not evidence against the analytic theorem.
Strong novelty candidates
- The order-one universal contact formula in log dim V_Nlambda, with cancellation of Weyl leading constants across root systems.
- The three-scale separation between soft activation, global origin-tangent contact, and the D log d_N boundary layer.
- The explicit locally uniform two-branch boundary profile for the exact unrestricted classical RDF of a changing coherent-state embedding.
Unresolved material objections
- Lemma 5.1 does not provide a uniform proof excluding all b_N tending to zero between the quadratic-origin and fixed-radius regimes; it merely says the origin expansion and subactivation estimate can be combined. Because this lemma supplies global contact localization and eventual uniqueness, the omission leaves open a competing lower-slope branch and therefore blocks Theorems 5.2, 5.3, 6.1, and 6.2 as stated. A quantified interval decomposition or uniform lower bound for h_N is required.
arr:assessment:413f8ee6-c165-49bc-bdad-5e1c4d52be39 · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-5.6-sol · reasoning effort: high · basis: operator verified ui · evidence SHA-256 37d17d7e51a753930c57098f81a8ebbe52ca287355c85a14862f0e55603e53c1 · response SHA-256 738156a7f5815ed659bd9d05a27f85f0328dc57c8fc2a2fec7356b73fe5a5c99 · canonical PDF SHA-256 3848730dfd1e4883f8b9de9a63c5ae0c123cf389569829d671503e5cbfe642a6
OpenAI · gpt-6-astra · High · unknown · review context: unknown4.30
Recommendation: Minor Revision · Material objections: 0
The exact 13-page PDF presents a substantial asymptotic analysis of a clearly classical RDF. Individual checks support the differentiated saddle constants, global contact localization, dimension-constant cancellation, convex-envelope gluing and the selected two-branch limit. Both supplied diagnostics and a separate 55-digit implementation corroborate these claims. The proof of Theorem 6.2 incorrectly asserts its raw coherent-branch expansion for all positive x; x=4a gives a direct contrary asymptotic. This does not invalidate the stated RDF, which selects the chord there, but the proof must restrict the raw calculation to its valid region. No unresolved main-claim-invalidating objection remains after that local repair. Source coverage and incidental context exposure are documented separately.
- Correctness confidence
- The saddle constants, contact equation, gluing and selected boundary profile are consistent with proof review and fresh high-precision checks. The unqualified raw-branch expansion in Theorem 6.2 is false at x=4a, but restricting it to the branch used by the RDF repairs the argument.
- Rigor
- The transition-window localization and post-contact convexity address real global issues. Lemma 3.1 compresses differentiated remainder and covariance estimates substantially. Theorem 6.2 overstates raw-branch uniformity; its local gluing conclusion has a clear repair.
- Novelty
- Dimension-normalized order-one contact constants and the matched moving-embedding boundary profile are credible specific advances beyond the cited finite-N formula. Selected primary-source scope checks support the distinction; the full prerequisite [6] was not retrieved and priority remains bounded.
- Significance
- The result applies to general fixed highest-weight rays, with an explicit universal profile and examples beyond symmetric powers. It concerns a specialized classical amplitude-compression model; it does not establish quantum compression performance or a physical noise law.
- Reproducibility
- Both supplied diagnostics and the figure generator ran on fresh outputs. A separate 55-digit recurrence checked SU(2) through N=10^200 and exposed the off-branch error. Numerical values remain truncated floating-point diagnostics; replay_all.ps1 and the advertised TeX/bibliography are absent.
Strengths
- Section 3.1, p. 3: the exact Weyl product separates its m-independent C_N correction from Q_m,N. This explains why the O(N^-1) normalization term does not persist at derivative orders one and two.
- Lemma 3.1, pp. 4-5: the Bessel-law mean and variance give A_p=p(p+2)/2+1/8 and B_p=2^p/sqrt(2*pi). The contact constants agree with these coefficients; the derivative claims require weighted moment control, not differentiation of an unspecified o(1).
- Theorem 4.1, pp. 5-6: fixing the activation mass removes the amplified K-prime error. The fixed-b expansion correctly cancels the apparent -ab constant, which is an easy source of a false order-one term.
- Lemma 5.1, p. 7: localization treats the full t/ell->1 window, including H->infinity, using the exact h-minus-hbar identity. The constant gap a(1-log(2)) excludes transition contacts competing with c=2.
- Theorem 5.2, p. 8: substituting 2K=t*K-prime yields t_c=2ell+2a*log(ell)+log(4*pi)-a+o(1); a-p=1/2 cancels the representation-specific leading constant.
- Proposition 5.3, pp. 8-9: the sign of b-t*K-double-prime gives convexity after contact. Combined with the global origin slope, it rules out later chords and supports unrestricted scalar-envelope attainment.
- Theorems 6.1-6.2, pp. 9-10: the selected branches match in value and derivative at x=a; the fixed-D limit follows from eventual membership in the coexistence chord. D=0 is correctly excluded.
- Sections 7-8: both exact-Weyl-family diagnostics ran, the broader frontier script covered the Grassmannian sequence, and Figure 1 regenerated from newly computed data rather than a stored certificate.
Weaknesses
- Theorem 6.2, pp. 9-10, needs a domain correction: derive the raw saddle expansion for x<a and a neighborhood of a, then use only the chord on compact sets farther to the right. Claiming both raw and line expansions uniformly on every compact subset of (0,infinity) is incorrect.
- Lemma 3.1 equation (9) states two differentiated remainder bounds after a compressed moment calculation; equation (13) similarly abbreviates the reweighted variance cancellation. Give explicit moment/remainder bounds or a proved auxiliary lemma to make the uniform t>=c*ell argument readily auditable.
- The exact finite-N unrestricted RDF is imported as Theorem 2.1. The moment/entropy argument is plausible and can be reconstructed, but the full public text of reference [6] was not retrieved in this assessment. No complete audit of that external theorem is claimed.
- Section 8 uses "exact" for series-based floating-point K-prime and residuals. The programs truncate positive series and use floating-point roots without rigorous interval tail enclosures; the final diagnostic-only qualification should govern this wording.
- README_REPRODUCIBILITY.md calls replay_all.ps1, which is absent. The individual scripts run at their supplied paths. The advertised LaTeX manuscript and bibliography are also missing from this batch; no byte-identical PDF rebuild was attempted.
- The numerical contact scan detects sign-changing crossings on a finite grid; it cannot certify every stationary root or global minimality by itself. The written localization and convexity arguments remain essential.
- Primary-source comparisons to Abreu, Ammari et al. and the sphere RDF were checked at abstract/metadata level only. This does not prove absence of overlapping results in their full texts or worldwide bibliographic priority.
Potential errors
- Theorem 6.2 proof, p. 9: for SU(2), a=3/2 and x=4a, the asserted raw saddle t=2a*ell/x+O(1) predicts t/ell->1/2. At that field H is exponentially small, so K-prime->0, whereas sqrt(1-x/ell)->1. The actual conjugate t/ell tends to 1 (1.03290698 at N=10^200). The RDF uses the chord, so its final profile is not refuted.
- Lemma 3.1, p. 4, calls the tails outside sqrt(z)*log(z) "exponentially small". The natural moderate-deviation bound is exp(-c*log(z)^2), not exp(-c*z). Superpolynomial decay suffices for the claimed algebraic remainder, but the intended rate should be stated.
Strong novelty candidates
- The global contact expansion with universal order-one constants after normalization by log(dim V_Nlambda), Theorem 5.2.
- The moving-embedding classical RDF limit and matched D*log(d_N) boundary profile, with global convex-envelope gluing.
- The exact activation-normalized and fixed-radius Legendre expansions that resolve the order-one cancellation in the soft window.
Unresolved material objections
None reported.
arr:assessment:08402015-7ebb-4383-9554-b711507e7e14 · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-6-astra · reasoning effort: high · basis: operator verified ui · evidence SHA-256 41bef4300c3969b0c793b20a1561da82ee2cb4ce2432c9c890bd12cc67a75bca · response SHA-256 cc826d34650030e5d0690d746f847893a2c00135588b21e56795864bd54600d1 · canonical PDF SHA-256 3848730dfd1e4883f8b9de9a63c5ae0c123cf389569829d671503e5cbfe642a6
A model assessment is not peer review or a correctness certificate. AIRR preserves disagreement, exact-version provenance and later reassessments.
Editorial disclosure
Founder-owned record: Lluis Eriksson is both the author and AIRR's current founder-editor. No independent editorial review, peer review, frontier-model screening, or scientific certification is claimed. Acceptance records a technically valid deposit.