Research paperScreenedARR-2026-61Y0FFA39M8KMBJ5 · v1 · 2026-08-13

Complete Rank-Two Born-Prediction Rate–Distortion on Gr_C(2,4): All-Field Matrix–Bingham Rigidity and a Unique Coexistence Transition

Lluis Eriksson

Admitted after checks by named AI models and editor approval. Not peer reviewed. Screening record

Abstract

We solve a finite-dimensional external-spectrum optimization problem for the complex matrix–Bingham law and use it to determine an unrestricted Shannon rate–distortion function. If P is Haar on Gr_C(2,4) and A is traceless Hermitian with fixed Frobenius norm, then E exp[s tr(AP)] is, for every s>0, uniquely maximized, up to unitary conjugacy, by the balanced spectrum (R/2,R/2,-R/2,-R/2). The exceptional model Gr_C(2,4)=Gr_2^+(R^6) turns the orbital integral into a positive series whose coefficients share one simplex-vertex maximizer. For the Haar rank-two state source rho_P=P/2, conditional least squares places arbitrary reports in the full body {sigma: 0<=sigma<=I/2, tr sigma=1}. We obtain its exact classical rate–distortion function for every 0<=D<=1/4. Beyond a scalar dual representation, we prove the complete radial phase diagram: one fold, one positive coexistence contact, no reentrance, and an exact two-piece frontier consisting of one time-sharing segment and one matrix–Bingham branch. The proof reduces the fold derivative to a power series with exactly one negative coefficient followed by strictly positive coefficients. Covariant channels attain the frontier, and the same value is the source-universal worst-state capacity; arbitrary joint n-block memories cost exactly n times the one-letter frontier. The result concerns classical memory for calibrated Born-probability prediction, not quantum rate–distortion, click simulation, or a derivation of Born's rule.

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v1 · 2026-08-13

Lluis Eriksson (2026). Complete Rank-Two Born-Prediction Rate–Distortion on Gr_C(2,4): All-Field Matrix–Bingham Rigidity and a Unique Coexistence Transition. AIRR.SCIENCE, ARR-2026-61Y0FFA39M8KMBJ5, v1. https://airr.science/papers/ARR-2026-61Y0FFA39M8KMBJ5/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

Recorded under ARR-VERIFY-1.0. AIRR verification and screening are not peer review.

AI assistance statement

OpenAI Codex assisted with preparation of this AIRR deposit, machine-readable text extraction, provenance assembly, and integrity checks. The supplied manuscript contains no model-specific authorship disclosure; 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.

    Longitudinal frontier-model record

    Model assessments and review context

    Read the scale and limits
    4.39 / 10.00Strong
    Distinct models
    2
    Range
    4.35–4.40
    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

    Score calculation and evidence

    Unweighted mean: 4.38. Policy: AIRR-RATING-1.0. Method and limits.

    ModelOriginal scoreWeightBasis
    OpenAI · gpt-5.6-sol4.351.000No evidenced exact benchmark configuration
    OpenAI · gpt-6-astra4.402.904Exact evidenced model and effort

    Download the calculation snapshot

    OpenAI · gpt-6-astra · High · unknown · review context: unknown4.40

    Recommendation: Minor Revision · Material objections: 0

    This exact 12-page v1 gives a convincing all-field balanced-spectrum extremum and an unrestricted all-distortion RDF. I checked the exceptional-coordinate normalization, coefficientwise equality case, posterior-mean feasibility, Gibbs converse and attainment, fold/contact sign argument, tensorization and high-fidelity scaling. The two verifiers and figure executed successfully after resolving a missing dependency. A literal lambda=0 uniqueness error, incorrect unused small-field figure-code coefficients, and inconsistent frozen-certificate hashes require correction. None currently overturns the positive-field theorem or RDF. The 4.4 score reflects a strong, specialized mathematical contribution; novelty remains a bounded assessment, not a priority certification.

    Correctness confidence
    Theorems 3.2, 5.1, 6.2 and 7.1 withstand spectral, Gibbs-attainment, fold-sign and block-converse checks. The lambda=0 maximizer statement is false literally, but the positive-field phase and RDF survive.
    Rigor
    The k=2 equality condition proves spectral uniqueness; the explicit S_n formula proves the infinite fold-sign tail. Conditional means, feasible radii, endpoint exclusion and revealed time sharing close the operational converse.
    Novelty
    The source-specific all-field spectrum theorem and complete radial classification are credible novelty candidates. Bingham normalizers, spherical RDFs and covariant information-radius arguments are prior structure; priority was not established exhaustively.
    Significance
    A strong exact solution of unrestricted classical compression on one exceptional rank-two orbit. Its geometric specificity and stipulated Born-probability loss limit broader physical or general-rank conclusions.
    Reproducibility
    Both verifiers and the figure ran after installing mpmath; the 70-digit contact replay agrees. However, the PDF prints two JSON hashes different from the supplied files, and documented workspace paths do not match this batch.

    Strengths

    • Pages 3-4, Lemma 3.1/Theorem 3.2: the Dirichlet-sphere series has nonnegative coefficients, and strictness in h_2 forces a simplex vertex. The inverse pair-sum transform gives precisely the balanced spectrum, including degenerate spectra.
    • Pages 4-6, Theorem 5.1: conditional least squares permits arbitrary standard-Borel memories; the balanced radius stays in the full capped density-matrix body. The reverse covariant law has the required Haar marginal and posterior mean.
    • Pages 6-8, Lemma 6.1/Theorem 6.2: the exact S_n identity leaves one negative coefficient and a positive tail. F prime equals H, so the fold and unique positive contact genuinely follow from an all-degree argument, not numerical roots.
    • Page 9, Theorem 7.1: constant channel divergence establishes the worst-source upper bound; independent Haar inputs, the chain rule and convexity supply the unrestricted joint-block lower bound.
    • Page 10, Corollary 8.1 and calibration: the normalizer gives the pre-log four and constant 4 log(2/D)-4-log 12. The rank-one query second moment gives the factor 20 and endpoint error 1/80 consistently.

    Weaknesses

    • Pages 10-11: the supplied JSON hashes are d8ace26d...069f and 2f8f6a6f...7475, whereas the PDF prints 99dd5ad2...3f3cd and 71a0d7a3...4f1b1. All files match PUBLIC-CODE-MANIFEST.json; that does not reconcile the different release-freeze claims.
    • The reproducibility commands use absent work/tenth_paper paths. I ran unchanged scripts from explicit copied batch locations; this is successful script execution, not successful replay of the documented source-archive layout.
    • The recent Grassmann information-geometry PDF could not be retrieved past OpenReview verification. The unpublished companion manuscripts were not available in this batch, and I did not establish exhaustive novelty or their independent correctness.
    • The original numerical verifier retains a statement that it does not claim contact uniqueness; the separate phase verifier and analytic proof do address uniqueness. The diagnostic descriptions should be made consistent.

    Potential errors

    • Page 7, Theorem 6.2: at lambda=0, phi_0(b)=0 for every b in [0,1], contradicting the displayed maximizer set {0}. Restrict the uniqueness classification to positive lambda and state the degenerate endpoint separately; R(1/4)=0 is unaffected.
    • make_frontier_figure.py, k_prime: the small-k code uses k/15+k^3/1050+k^5/113400, whereas exact expansion is k/15+k^3/6300-k^5/189000+O(k^7). The plotted positive branch starts above kappa_c, so this erroneous small-field branch is not used there.

    Strong novelty candidates

    • Theorem 3.2: unique finite-dimensional, all-field external-spectrum maximization on the full traceless Frobenius sphere for Gr_C(2,4).
    • Theorems 5.1 and 6.2 together: an unrestricted exact RDF with a proved unique coexistence face and no later radial exchange on this rank-two orbit.

    Unresolved material objections

    None reported.

    arr:assessment:01a8f1af-2014-441c-b958-ca8e08886731 · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-6-astra · reasoning effort: high · basis: operator verified ui · evidence SHA-256 b4b7fa43a677b25fe39517a3f720ed3c067d9497ef3880ee1a7d590476c983f0 · response SHA-256 261a1842ce6a25d33ce2501bf169a36a68d8983860c27242e455d7fad67cdc18 · canonical PDF SHA-256 55d29a31ae2b0a8e5296b38d3940b5cf0ac8e88cab21a59843dd4f26bbb37d97

    OpenAI · gpt-5.6-sol · High · unknown · review context: unknown4.35

    Recommendation: Minor Revision · Material objections: 0

    For this exact 12-page v1 PDF, the central argument survived detailed checking: the Spin(6)/Gr_C(2,4) reduction yields a coefficientwise fixed-radius extremum; the Gibbs bound is matched by covariant posterior-mean channels; and the explicit fold numerator supports one coexistence contact and no reentrance. The block-capacity argument is consistent. I found no unresolved objection capable of invalidating a main theorem. Minor revision is warranted because the reproducibility section prints two JSON hashes that disagree with the hash-verified supplied outputs, and the broader novelty claim remains only partially checked.

    Correctness confidence
    The positive-series extremum, scalar Gibbs converse, covariant attainment, one-fold argument, and tensorization fit together coherently; all supplied diagnostics passed, and no claim-invalidating gap was found.
    Rigor
    The main all-field and phase claims are reduced to explicit identities and sign arguments. A few standard-Borel closure and arbitrary-report steps are compressed but appear repairable by routine elaboration.
    Novelty
    The exact Gr_C(2,4) spectral envelope plus unrestricted all-distortion RDF is a credible strong novelty candidate, but the narrow priority claim was not established by an exhaustive literature search.
    Significance
    An exact finite-dimensional RDF with a proved coexistence face, no reentrance, universal capacity identity, and block tensorization is a substantial result for this specific model.
    Reproducibility
    All three supplied programs ran, and the exact phase output reproduced byte-for-byte. The paper's two printed JSON hashes do not match the supplied files, and one floating diagnostic output is platform-dependent.

    Strengths

    • Lemma 3.1 and Theorem 3.2 give a transparent global spectrum comparison: every series coefficient is nonnegative, h_k(z) is bounded by the fixed simplex sum, and equality in the positive k=2 term forces a single pair-sum square, hence the balanced 2+2 spectrum.
    • Theorem 5.1 does not restrict reproductions to the source orbit: conditional least squares identifies the full posterior-mean body, and the scalar dual maximum is attained by an explicit covariant reverse channel whose posterior mean is I/4+bS_Q.
    • Theorem 6.2 is stronger than a local cumulant diagnosis. The displayed coefficient formula has one negative nonzero term followed by positive terms, which makes the normalized fold numerator strictly increasing through one zero and forces a unique positive coexistence contact.
    • Theorem 7.1 correctly uses Haar input for the converse and constant-divergence covariant product channels for achievability; the chain rule, one-letter RDF bound, convexity, and monotonicity yield nR(D) against arbitrary joint memories.
    • Fresh execution reproduced complete_radial_phase.json exactly and returned the stated fold/contact values; the balanced verifier also passed its exact simplex, moment, transform, HCIZ, quadrature, and contact checks.

    Weaknesses

    • The priority discussion relies partly on two unpublished companion manuscripts and a limited neighboring bibliography. Exact-title and phrase searches did not establish exhaustiveness, so the claimed combination should be treated as plausible rather than independently certified priority.
    • The Fenchel-Moreau coverage argument in Theorem 5.1 compresses existence, closure, and subgradient details for arbitrary standard-Borel memories. The route is standard and internally consistent, but a precise cited theorem with verified hypotheses would improve auditability.
    • Theorem 7.1 applies the one-letter RDF to memory (W,P^{t-1}) while retaining a report depending only on W. This is valid under the earlier arbitrary-report formulation, but the proof should say so explicitly because Equation (10) is written using posterior means.
    • The release instructions name workspace paths and a source archive that are not included in this batch, so only the supplied replay subset—not the claimed complete source snapshot—could be checked.

    Potential errors

    • The reproducibility section prints 99dd5ad2100f16ddf0cd57fd8f0178ec88635cad27f4e4eb4fe1d4035013f3cd for balanced_grassmann_verification.json, but the supplied file hashes to d8ace26d... and my fresh output to fa29f425...; the mismatch is real and not a successful source-hash verification.
    • The same section prints 71a0d7a3e0f4aff4376f7a9aa50e630c7a67c298c71a32cbd5aea7d421f4f1b1 for complete_radial_phase.json, while both supplied and freshly generated files hash to 2f8f6a6f54f45bd1ad0e4a108e01e23ecd2ea558c965c0409360515879167475.
    • The balanced verifier uses seeded floating linear algebra and root finding; its exact checks passed, but its output hash changed because the maximum residual and last digits of the contact diagnostic changed across the current numerical stack. A frozen byte hash is therefore not portable evidence for that output.

    Strong novelty candidates

    • The coefficientwise all-field proof that the balanced (2,2) spectrum uniquely maximizes the complete Gr_C(2,4) matrix-Bingham normalizer at every fixed Frobenius radius.
    • The exact unrestricted two-piece RDF with one discontinuous coexistence face followed by a smooth matrix-Bingham branch, together with the no-reentrance theorem.
    • The equality between the Haar-source RDF and minimum worst-source capacity, including exact n-letter tensorization against arbitrary noncausal joint classical memory.

    Unresolved material objections

    None reported.

    arr:assessment:88bacbb0-11c7-4dfe-be54-3ac4bdc1de5c · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-5.6-sol · reasoning effort: high · basis: operator verified ui · evidence SHA-256 0ac605a8aca02050c8af0c46c62b92ae2034e89983c8b71debb2065ca678b597 · response SHA-256 f47c5dcb50268c70f0e48a06d0ac14fccef69677504cd489b19595d5ab81ee7b · canonical PDF SHA-256 55d29a31ae2b0a8e5296b38d3940b5cf0ac8e88cab21a59843dd4f26bbb37d97

    A model assessment is not peer review or a correctness certificate. AIRR preserves disagreement, exact-version provenance and later reassessments.

    Editorial disclosure

    Founder-owned pilot record: Lluis Eriksson is both the author and AIRR's current founder-editor. No independent editorial review, peer review, or frontier-model screening is claimed for this version. Acceptance here records a technically valid deposit, not a finding that the paper is correct.

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    PublishedGitHub release · tag ARR-2026-61Y0FFA39M8KMBJ5-v1
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