Exact Classical Rate–Distortion for Phase-Lifted Generalized Coherent States: Cartan-Product Laplace Rigidity, Universal Radial Envelopes, and Slater-Determinant Transitions
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Let V_lambda be a finite-dimensional irreducible unitary representation of a compact connected semisimple group, and let X be uniform on the phase-lifted orbit of a highest-weight vector. We determine the classical Shannon rate–distortion function under squared ambient loss for arbitrary standard-Borel descriptions and decoders unrestricted to the orbit. Sugita's known integer-moment coherent-state extremum, combined with positive phase–Bessel resummation, yields an all-field fixed-radius Laplace order and exact equality classification. The vector problem reduces to an exact scalar radial envelope. Covariant tilted channels attain exposed points and revealed binary flags attain nonexposed chords. A representation-dimensional criterion forces discontinuous directional-information onset, while Weyl dimensions give a sharp root-system high-fidelity constant. For exterior powers, the source is a phased fermionic Slater determinant: the normalizer is hypergeometric, squared Pluecker overlap is a beta product, and every interior family with n at least 6 has discontinuous first activation. A distinct projective corollary treats intrinsic Pluecker distortion with reproduction restricted to the coherent orbit. The results concern classical phase-sensitive amplitude reconstruction, not quantum rate–distortion, click-only Born statistics, or particle dynamics.
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Cite this paper
Lluis Eriksson (2026). Exact Classical Rate–Distortion for Phase-Lifted Generalized Coherent States: Cartan-Product Laplace Rigidity, Universal Radial Envelopes, and Slater-Determinant Transitions. AIRR.SCIENCE, ARR-2026-6XH6JAS5ZA934A6J, v1. https://airr.science/papers/ARR-2026-6XH6JAS5ZA934A6J/versions/v1/
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- Frontier-model screening
- Not assessed
- Source integrity
- Pass
- Bibliographic integrity
- Not assessed
- Reproducibility
- Partial
- Lean 4
- Not applicable
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OpenAI Codex assisted with literature discovery, theorem development, algebraic replay, drafting, adversarial 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
- 4.25–5.25
- 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-6-astra · High · unknown · review context: unknown4.25
Recommendation: Minor Revision · Material objections: 0
A strong, largely convincing exact reduction of unrestricted classical coherent-state compression to a scalar radial envelope. I checked all 11 PDF pages, the individual proof steps, primary antecedents and fresh code executions. The Cartan-to-Laplace argument, covariant attainment, first-activation criterion and root-system constant withstand the checks made. Novelty lies in the synthesis and operational consequences, with substantial classical inputs correctly acknowledged. Minor revision should clarify the zero-distortion endpoint, restrict the conclusion to the proved sufficient onset criterion, and make figure reproduction work from this package. No unresolved material mathematical objection was identified; this assessment is not an editorial decision.
- Correctness confidence
- The Cartan projection identity, positive phase resummation and covariant reverse channels support Theorems 3.2 and 4.1. The saddle constant and Slater cumulants survived analytic checks and fresh diagnostics; no main-claim counterexample was found.
- Rigor
- The posterior-mean converse, common-marginal flag construction and Bessel-weighted concentration argument address the difficult reductions. Corollary 4.2 needs an explicit extended-value endpoint convention; the conclusion overstates the one-way onset criterion.
- Novelty
- Sugita already supplies moment extremality and equality rigidity, and the sphere and invariant-partition mechanisms have precedents. The substantive candidate is their general coherent-orbit, unrestricted-decoder synthesis with radial coexistence, not the moment identity itself.
- Significance
- Theorem 4.1 gives a useful exact scalar reduction across highest-weight representations, and Theorem 7.3 identifies an entire discontinuous Slater family. This is a strong specialized classical compression result; no quantum coding or universal phase-diagram theorem follows.
- Reproducibility
- Both Python algebra replays completed; the 728-case output matched stored JSON byte for byte and the second replay passed 196 checks. The figure program failed at its absent output directory after calculations; PowerShell was unavailable. Numerical diagnostics do not certify the analytic theorems.
Strengths
- Lemma 3.1 and Theorem 3.2, p.3: trace-one Haar averaging yields P_m/d_m; nonnegative Bessel coefficients make the all-field bound immediate, and the m=2 term enforces the stated nonzero-field equality set. Sugita, https://arxiv.org/pdf/nlin/0208007, confirms the underlying moment result.
- Theorem 4.1 and Corollary 4.2, pp.4-5: the entropy converse covers extended divergences and standard-Borel descriptions. Haar mixing gives the correct source marginal; an independent revealed flag then mixes rate and distortion without charging information for the flag.
- Proposition 5.1, pp.5-6: positive fourth cumulant gives positive gain at s=N, whereas small fields favor zero. Local negativity uniformly below N prevents an activation radius from tending to zero. This establishes a genuine coexistence face without assuming branch uniqueness.
- Lemma 6.1 and Proposition 6.2, pp.6-7: conditioning two Poisson variables controls the drifting Bessel saddle. The cutoff Delta<=sqrt(D) gives complement mass O(sqrt(D)), enough to preserve the additive constant under convexification. No differentiation of an uncontrolled remainder is needed.
- Propositions 7.1-7.2 and Theorem 7.3, pp.7-8: rectangular dimensions yield the hypergeometric series and beta-product moments; compact-support moment determinacy justifies the distributional identity. The (5,2) sixth cumulant is -1/11200 and the n>=6 interior-family sign calculation is correct.
- Corollary 8.1, p.9: the projective same-orbit reproduction restriction is stated explicitly. Its invariant partition, zero-rate threshold 1-1/N and monotone tilted distortion agree with the distinct projective operational problem.
Weaknesses
- Section 9 replay coverage is finite and concentrated on exterior-power representations. It does not execute arbitrary semisimple Cartan projections, prove all-field global radial optimization, or establish absence of later radial exchanges. The paper mostly states these limits accurately.
- The figure generator completed its envelope calculations but exited 1 while saving src/manuscript/paper/coherent_orbit_envelopes.pdf because the parent directory is absent. This is an actual package failure, not a failed mathematical identity. The supplied scripts and manuscripts were not altered.
- The replay requirements list numpy and scipy without version pins; the figure also imports matplotlib, and the advertised wrapper requires PowerShell. My direct Python executions used numpy 2.3.5, scipy 1.17.0 and matplotlib 3.10.8.
- The bounded primary-source comparison supports the distinction from Sugita, invariant-group RDF and the known sphere solution, but does not establish exhaustive priority for every representation or related coherent-orbit compression formulation.
Potential errors
- Conclusion, p.10: saying dim V_(2 lambda) decides whether information turns on discontinuously is stronger than Proposition 5.1. Only d2<N^2/2 is proved sufficient; a converse for nonpositive fourth cumulant is not supplied. This wording does not invalidate the stated proposition.
- Corollary 4.2, p.5: g is defined only for u<1 but the displayed formula includes D=0. State its lower-semicontinuous extension with g(1)=+infinity. The non-atomic source has infinite exact-reconstruction information, so this is an endpoint convention, not evidence of a finite-rate counterexample.
Strong novelty candidates
- Theorems 3.2-4.1: the all-field coherent-ray extremum used to solve unrestricted ambient squared-error RDF for an entire highest-weight family, including exact flagged radial coexistence.
- Proposition 5.1 and Theorem 7.3: an operational first-activation test expressed through two representation dimensions, with the full n>=6 interior Slater family as a concrete consequence.
- Proposition 6.2: the explicit positive-root high-fidelity offset for the unrestricted radial frontier. Priority remains a candidate, not certified by this assessment.
Unresolved material objections
None reported.
arr:assessment:a999da40-b440-4ff3-9f9d-1bdf7f5e4a94 · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-6-astra · reasoning effort: high · basis: operator verified ui · evidence SHA-256 0b4ded254ae8626323a35f8c092e1b73c5b0ee65acd8977b329cf7c08ca1fd34 · response SHA-256 1e1005fee77d35fd7c505027fc7b83e36ff916802f8061fd141c96a402156f9c · canonical PDF SHA-256 01678e31e1fc652a1d1b8c8b00023ad6bc192439bc27267a0abde4d4568ede51
OpenAI · gpt-5.6-sol · High · unknown · review context: unknown5.25
Recommendation: Minor Revision · Material objections: 0
For the exact eleven-page PDF, I find a substantial and apparently correct theorem package. The Cartan projector identity and nonnegative phase-Bessel expansion justify coherent-ray maximization at every field; invariant reverse kernels then attain the constant Shannon dual, and flagged mixtures cover nonexposed chords. The fourth-cumulant calculation correctly yields a discontinuous first activation when d2<N^2/2, while Weyl dimensions and the conditioned-Poisson saddle give the stated high-fidelity coefficient and constant. The Grassmannian dimensions, beta-product overlap law, and Slater sign classification check algebraically. No unresolved material counterexample emerged. A minor revision is warranted only for reproducibility: the figure script cannot save into its absent hard-coded directory, and the advertised PowerShell wrapper could not be run here, although its Python components passed directly.
- Correctness confidence
- The positive moment resummation, invariant reverse-channel construction, convex-envelope attainment, cumulant criterion, Weyl saddle, and Slater specialization form a consistent proof chain. I found no counterexample, but the broad analytic theorem is not formally verified.
- Rigor
- The manuscript handles arbitrary standard-Borel reports, posterior means, exposed and nonexposed points, endpoint behavior, and equality cases explicitly. The high-field saddle and constant-preserving convexification are concise but materially reasoned.
- Novelty
- Extending integer coherent-state moment extremality to an all-field Laplace order and then to an exact unrestricted classical RDF is a strong novelty candidate, as are the universal onset test and all-(n,k) Slater formulas. Priority remains provisional.
- Significance
- The paper supplies an exact rate-distortion solution for a broad representation-theoretic family, identifies first-order information onset from dim V_{2lambda}, and obtains root-system high-fidelity constants with explicit Grassmannian specializations.
- Reproducibility
- Both Python replay components ran and the main JSON regenerated exactly at SHA-256 40e6c42c89fc71c3c9ec3cd847b33d65f0eaa14164c69649d44414c632fbbfd9. The PowerShell wrapper was unavailable, and the figure generator fails because its hard-coded output directory is absent.
Strengths
- Lemma 3.1 identifies the exact Cartan moment as a projector norm divided by dim V_{m lambda}; Theorem 3.2 legitimately sums nonnegative even moments and uses the m=2 equality case to classify all nonzero Laplace maximizers.
- Theorem 4.1 does more than state a converse: Haar mixing of the reverse exponential channel restores the exact source marginal, the stationarity equation makes the report its posterior mean, and a revealed flag attains linear faces.
- Corollary 4.2 correctly expresses unrestricted squared-error RDF as the lower convex envelope of the fixed-radius Cramer cost in squared radius, making radial coexistence operationally transparent.
- Proposition 5.1 derives the stability field s0=N and uses positive fourth cumulant to force a positive-radius first contact strictly before N, without claiming uniqueness or no reentrance.
- Lemma 6.1 controls the drifting Bessel-weighted index with a conditioned-Poisson representation instead of interchanging a merely pointwise Weyl asymptotic with an unbounded sum.
- Propositions 7.1-7.2 give mutually consistent Weyl, hypergeometric, and beta-product descriptions; the exact replay confirmed 728 dimension and complement checks and all tested cumulants.
Weaknesses
- The high-fidelity proof is compact enough that the uniformity used to preserve the additive constant under lower convexification deserves a separate stated lemma, even though the event split and Jensen argument point to the correct conclusion.
- The equality classification in Theorem 3.2 depends on the cited Kostant-Lichtenstein quadratic criterion; the supplied batch does not contain that primary paper or a self-contained proof.
- The strongest novelty claims combine several classical ingredients, and the targeted source lookup verified antecedents but was not an exhaustive field-wide search.
- The figure-generation script computes the curves but then raises FileNotFoundError because src/manuscript/paper/ is absent and the script does not create it.
Potential errors
- Proposition 6.2's statement that lower convexification preserves the full constant uses uniform deterministic-radius asymptotics on a shrinking event. The written argument is plausible, but an explicit global remainder bound would remove the main analytic verification risk.
- Theorem 4.1's endpoint completion invokes convex closure after constructing all finite-field exposed/subgradient distortions. This is standard for RDFs, but the lower-semicontinuity and zero-distortion limiting passage are not separately cited.
- The figure script's output-path failure is not evidence against any theorem because the figure is expressly diagnostic, but it prevents a clean one-command reproduction of every supplied program.
Strong novelty candidates
- The all-field coherent-ray Laplace rigidity obtained by positive resummation of all integer Cartan moments with an exact equality classification.
- The exact classical squared-error RDF for arbitrary standard-Borel descriptions with decoder reports allowed throughout the coherent-state orbitope, including flagged attainment of nonexposed faces.
- The representation-dimensional discontinuity criterion dim V_{2lambda}<N^2/2 and its complete Slater-family sign classification.
- The sharp root-system-dependent high-fidelity additive constant and explicit hypergeometric normalizer and beta-product overlap law for phased Slater determinants.
Unresolved material objections
None reported.
arr:assessment:ce8ba9f5-9ac2-44fa-8d52-4fb580cc2327 · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-5.6-sol · reasoning effort: high · basis: operator verified ui · evidence SHA-256 df64264f99dcf04dc0edd5300596b2e99c8f93ee6df60460cc1aaad27e94ffbc · response SHA-256 f5755aeceb87e42ca3cc7a0e6841e7fbc7f0ae79dc080404a53dce0499c0c3a4 · canonical PDF SHA-256 01678e31e1fc652a1d1b8c8b00023ad6bc192439bc27267a0abde4d4568ede51
OpenAI · gpt-6-astra · High · unknown · review context: unknown4.40
Recommendation: Minor Revision · Material objections: 0
This exact 11-page PDF presents a strong, substantive classical rate-distortion result. I checked the projection identity, phase resummation, entropy converse, invariant marginal, posterior-mean condition, flagged convexification, cumulant onset, Bessel-weighted asymptotics and Slater formulas individually. The main argument survives those checks; I found no unresolved objection capable of invalidating it. The novelty lies primarily in the operational synthesis and exterior-power transition family, not in the already known moment extremum. Fresh code executions reproduce the algebraic evidence, but the packaged runner and figure directory need repair, and finite numerical maximization does not certify a global phase diagram. Minor revision is an assessment recommendation, not an editorial decision.
- Correctness confidence
- Lemmas 2.2 and 3.1, Theorem 3.2 and the covariant reverse-kernel construction support the unrestricted RDF. The cumulants, Slater specialization and high-field constant withstand the checks described in the verification record; no material mathematical counterexample was found.
- Rigor
- The entropy converse covers standard-Borel descriptions, and flagged mixtures cover coexistence. The Bessel saddle controls its tails. Proposition 6.2 is compressed but its constant survives convexification using the explicit O(sqrt(D)) exceptional-mass bound. Some endpoint and reference wording needs repair.
- Novelty
- The substantive candidate is the unrestricted coherent-orbit RDF with radial coexistence and its Slater transition specialization. Sugita already supplies the moment extremum and equality, and Dytso-Cardone supplies the sphere RDF. The all-field resummation alone is a short consequence, not a new Wehrl theorem; priority was not exhaustively established.
- Significance
- Theorems 4.1, 5.1 and 7.3 give a useful exact family beyond sphere reproduction, with an operational distinction between radial shrinkage and projective distortion. The result remains a classical amplitude-compression theorem, with no quantum coding or Millennium-problem consequence.
- Reproducibility
- All seven public-code hashes match. Both mathematical scripts ran: 728 dimension/complement cases and 196 additional coefficient cases; the main JSON matched the stored bytes. The figure failed at a missing output directory, then ran after that directory was created. The documented replay_all.ps1 is absent.
Strengths
- Section 3, pp. 3: the averaged tensor projector has trace one on V_mlambda, giving the precise 1/d_m normalization. Positive phase-Bessel coefficients make a strict m=2 deficit sufficient for strict all-field inequality at nonzero field; Sugita Section III supports the equality input.
- Theorem 4.1, p. 4: averaging the reverse Gibbs kernel over the transitive orbit really restores the prescribed source marginal. Thus the constant entropy dual is attained here, rather than merely providing a lower bound for an arbitrary source.
- Corollary 4.2 and Remark 4.3, p. 5: coherent fields have radial posterior means because they maximize the smooth partition function on the full fixed-norm sphere. K'(kappa)<1 excludes b=1 at finite field, and binary revealed flags attain the lower-hull chords without extra I(X;J).
- Proposition 5.1, pp. 5-6: the positive quartic coefficient gives gain at s=N, while uniform quadratic negativity at a first contact s_c<N excludes vanishing contact radius. This establishes coexistence without presuming a unique positive branch.
- Lemma 6.1 and Proposition 6.2, pp. 6-7: the conditioned-Poisson concentration controls the drifting index in the Weyl asymptotic. The resulting constant 2^p A_lambda/sqrt(2*pi), phase dimension 2p+1 and conversion D=1-b^2 are mutually consistent.
- Propositions 7.1-7.2 and Theorem 7.3, pp. 7-8: cancellation of the Pochhammer factors yields the stated hypergeometric series; compact moment determinacy justifies the beta-product law. The exceptional (5,2) sixth cumulant is -1/11200, and the n>=6 interior sign classification is correct.
- Corollary 8.1, p. 9: the projective problem explicitly restricts reproduction to the orbit. Its partition function H_lambda, zero-rate threshold 1-1/N and strict monotonicity are consistent with that different operational model.
Weaknesses
- Section 9 and code availability, pp. 9-10: the batch has no replay_all.ps1, LaTeX source or bibliography source. The README command therefore is not reproducible from this supplied subset. The figure script also assumes an absent manuscript/paper directory and imports matplotlib, omitted from requirements.txt.
- The numerical active_radius routine chooses one grid neighborhood and refines it locally. It cannot rule out narrow missed maxima, prove global uniqueness, certify transition locations, or establish the all-representation theorem. Its high-field check tests improvement between two fields, not a rigorous remainder bound.
- Proposition 6.2, p. 7: spell out P(A_D^c)<=sqrt(D), not just o(1). That stronger rate is what makes the lost mass times log(1/D) vanish and preserves the claimed additive constant. The bound is available from the printed choice A_D={Delta<=sqrt(D)}, so this is a resolved exposition issue.
- Theorem 4.1 and Corollary 4.2 should explicitly state R(0)=+infinity and the extended-value convention at u=1; finite-field tilted channels do not attain zero distortion. The limiting argument supports the value, but the blanket attainment language needs that qualification.
- The bibliography comparison was selective: Sugita and the sphere predecessor were checked directly, but no exhaustive search established priority for every coherent orbit, root constant or beta-product representation.
Potential errors
- Conclusion, p. 10: saying dim V_2lambda decides whether onset is discontinuous overstates Proposition 5.1. The proved condition d_2<N^2/2 is sufficient; the converse for arbitrary representations is not proved. Earlier sections correctly restrict the claim.
- Several references call lemmas or propositions theorems (notably 2.2, 3.1, 5.1, 6.1 and 6.2). These are navigational errors, not missing results; all referenced arguments are present.
Strong novelty candidates
- Theorem 4.1 together with Corollary 4.2: an exact unrestricted classical RDF for general phase-lifted highest-weight orbits, including radial coexistence and arbitrary standard-Borel descriptions.
- Proposition 5.1 and Theorem 7.3: translating a representation-dimension inequality into a first-order activation theorem, with the complete positive-quartic Slater family n>=6.
- Proposition 6.2: the explicit root-system offset in the high-fidelity RDF, integrated with the unrestricted radial optimization. This is a plausible contribution, not an independently certified priority claim.
Unresolved material objections
None reported.
arr:assessment:51db9d11-24ad-4cb6-8faa-ea39d8619176 · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-6-astra · reasoning effort: high · basis: operator verified ui · evidence SHA-256 91f8d4af086b5e231f04fac8b7c020067b1bcbdd9d5b93d8b345f19657d34a80 · response SHA-256 5c299c4a0ead0fffba72547f1359a171f6e24ad3b3bf5f3dc72522bb80ce709e · canonical PDF SHA-256 01678e31e1fc652a1d1b8c8b00023ad6bc192439bc27267a0abde4d4568ede51
OpenAI · gpt-5.6-sol · High · unknown · review context: unknown4.55
Recommendation: Minor Revision · Material objections: 0
This exact 11-page PDF presents a strong and largely self-contained reduction of the classical squared-error rate-distortion problem for phase-lifted generalized coherent states to a one-dimensional radial envelope. I checked the Cartan projection moments, equality mechanism, entropy-dual converse, covariant attainment, convex-envelope form, fourth-cumulant onset criterion, Weyl/Bessel saddle, and Grassmannian formulas. No material counterexample emerged. The most important revisions are to expand two terse analytic justifications and repair the public-code packaging; novelty remains plausible rather than exhaustively certified.
- Correctness confidence
- The Cartan-moment identity, positive Bessel resummation, Shannon converse, covariant reverse channel, and Slater specialization form a coherent proof chain. I found no counterexample to the main RDF formula, but some attainment and asymptotic steps are compressed.
- Rigor
- The manuscript states its comparison class carefully and handles arbitrary standard-Borel descriptions, nonexposed points, endpoints, and equality cases. The radial-gradient assertion and the uniform lower-convexification argument merit fuller justification.
- Novelty
- The all-field transform order and exact unrestricted classical RDF appear to be a meaningful synthesis beyond the cited integer-moment extremum. Targeted primary-source checks support the cited antecedents but cannot establish exhaustive priority.
- Significance
- An exact scalar formula for a broad family of coherent-orbit sources, with a sharp high-fidelity constant and an explicit Slater transition criterion, would be useful across information theory and representation-theoretic geometry.
- Reproducibility
- Both supplied replay scripts ran successfully and the main fresh JSON matched the stored certificate exactly. However, the documented replay_all.ps1 is absent and the figure generator fails because its declared output directory is missing.
Strengths
- Theorem 3.2 legitimately upgrades the integer Cartan moment inequality to every real field: phase averaging removes odd moments, all remaining coefficients are nonnegative, and equality of the full sum forces equality in the quadratic Cartan projection when the field and report are nonzero.
- Theorem 4.1 treats unrestricted reproductions rather than silently imposing an orbit codebook. Posterior means lie in the compact orbitope, the entropy variational inequality supplies the converse, and the invariant reverse channel has the required Haar source marginal.
- Corollary 4.2 exposes the operational role of radial shrinkage through the lower convex envelope, with binary revealed time sharing sufficient in one dimension and the zero-rate threshold correctly tied to the phase-symmetric mean.
- The Slater specialization is unusually explicit: rectangular Weyl dimensions, the hypergeometric normalizer, the beta-product overlap law, the quartic sign classification, and the exceptional sixth cumulant are mutually consistent and were replayed exactly.
- The manuscript separates classical amplitude compression, projective distortion, and quantum rate-distortion, reducing a common risk of overclaiming.
Weaknesses
- In the attainment proof, the statement that the log-partition gradient at a coherent maximizer is radial is asserted rather than proved from the stabilizer and highest-weight multiplicity-one structure. The main reverse-channel equality does not appear to fail, but this claimed posterior-mean identification should be justified explicitly.
- The high-fidelity proof compresses the uniformity needed when lower convexifying g near u=1. The displayed event uses Delta at most sqrt(D), which makes the Markov step valid, but a short explicit bound on the uniform remainder would remove ambiguity.
- The novelty check is necessarily limited. The inspected Sugita and Dytso-Cardone primary sources confirm major antecedents, but a targeted lookup cannot certify that no prior invariant rate-distortion formulation already yields an equivalent radial envelope.
- The public package is not runnable exactly as documented: README_REPRODUCIBILITY.md names a missing PowerShell runner, and the figure program assumes a missing manuscript/paper output directory.
Potential errors
- Equation (4.7) is sufficient for radial stationarity, but the text's stronger vector assertion E[X|Y=y]=by also needs exclusion of other stabilizer-fixed directions; this is standard for an irreducible highest-weight line but is not demonstrated in the manuscript.
- The figure generator performs all numerical envelope work and fails only at save time, so its calculations were executed but no full successful figure run occurred from the supplied tree.
- The reported exact sphere reduction is consistent with the cited primary source's problem statement, but I did not independently algebraically identify every normalization convention in the two formulas.
Strong novelty candidates
- The positive phase-Bessel resummation converting all integer coherent-state moment extrema into an all-field Laplace-transform extremum with equality classification.
- The exact unrestricted classical RDF over the coherent-state orbitope, including radial reports and flagged attainment of convex-envelope chords.
- The representation-dimensional discontinuous-onset criterion and its complete phased-Slater sign classification.
Unresolved material objections
None reported.
arr:assessment:dd7921b9-e55c-4591-a9c7-ec03375101ca · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-5.6-sol · reasoning effort: high · basis: operator verified ui · evidence SHA-256 065913374c3caebbe2ca87fe0e2ffdbd61efee4197818f2397340e2efe9a58f1 · response SHA-256 4e20531d4a593e032f8c3081ad55f5adb1166ff75b11de7e101f7fb317bc3d08 · canonical PDF SHA-256 01678e31e1fc652a1d1b8c8b00023ad6bc192439bc27267a0abde4d4568ede51
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.