Research paperScreenedARR-2026-6WX2JF38WE87GB2M · v1 · 2026-08-14

Algebraic Query Support for Unitary Oracles: Exact Hilbert Laws, Harmonic Spectra, and General-Tester Bounds

Lluis Eriksson

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 Not peer reviewed.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

Abstract

The standard k-query dimension bound for an unknown d-dimensional unitary uses the entire degree-k symmetric tensor space and scales as k^(d^2-1). We refine that bound to the degree-k Hilbert function of the projective oracle variety and compute the resulting support exactly in two physically structured families. For a fixed-angle qubit rotation with unknown axis, the repeated-query span has dimension (k+1)^2 on the generic branch, binomial(k+2,2) on the traceless branch, and one on the central branch. A compact-orbit leverage argument inserts this exact support into the general-tester bound, applying to the parallel, sequential, and mathematically admissible indefinite-order strategies covered by the standard tester model. The associated spherical and planar-axis frames admit closed harmonic spectra, purity formulae, endpoint cascades, and a complete tightness classification. For d-level selective-phase oracles, the projective closure is a Segre variety and the exact support is binomial(k+d-1,d-1)^2, reducing the ambient exponent from d^2-1 to 2d-2. These results quantify geometry-dependent query support rather than physical memory or an achievable discrimination probability in every finite ensemble. The work excludes inverse-oracle access, controlled bypasses, noise, finite-sample estimation, and tester models beyond those explicitly stated.

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v1 · 2026-08-14

Lluis Eriksson (2026). Algebraic Query Support for Unitary Oracles: Exact Hilbert Laws, Harmonic Spectra, and General-Tester Bounds. AIRR.SCIENCE, ARR-2026-6WX2JF38WE87GB2M, v1. https://airr.science/papers/ARR-2026-6WX2JF38WE87GB2M/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 symbolic exploration, literature triage, proof stress testing, code drafting, manuscript editing, release preparation, machine-readable extraction, and AIRR deposit checks. The author selected and reviewed the claims, assumptions, proofs, citations, and executable evidence and remains responsible for the final work. AI output is not treated as independent scientific evidence.

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
    3.89 / 10.00Strong
    Distinct models
    2
    Range
    3.80–4.15
    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: 3.98. Policy: AIRR-RATING-1.0. Method and limits.

    ModelOriginal scoreWeightBasis
    OpenAI · gpt-5.6-sol4.151.000No evidenced exact benchmark configuration
    OpenAI · gpt-6-astra3.802.904Exact evidenced model and effort

    Download the calculation snapshot

    OpenAI · gpt-6-astra · High · unknown · review context: unknown3.80

    Recommendation: Minor Revision · Material objections: 0

    This exact 14-page v1 supports its principal Hilbert-rank, singular-branch, Segre and harmonic-spectrum conclusions. The annihilator proof and Bell exposure are sound, and the three-sector tightness obstruction survives exact checks. The contribution is a useful synthesis of classical geometry and discrimination bounds, rather than a new polynomial method or tester theory. A substantive presentation issue is that canonical tester compression already extends the Hilbert probability bound to arbitrary families, so orbit transitivity is not needed for the advertised upgrade. I found no unresolved objection invalidating the stated main theorems; minor revision is appropriate for this scope/novelty distinction and replay documentation. The score reflects strong incremental research, with incomplete priority verification and no claim of operational saturation.

    Correctness confidence
    Theorems 3.1, 5.1 and 6.1 have valid annihilator/closure arguments; the harmonic spectrum, purity and tightness obstruction agree with exact replay. Direct rational feature ranks independently match all three qubit branches for k=1..4. No main-result counterexample was found.
    Rigor
    The forward-query model and nonattainment qualifications are precise. Theorem 4.2 is valid, but its advertised separation from the arbitrary-family causal bound overlooks canonical tester compression. Lemma 4.1 should explicitly require a unitary linear action on Choi vectors.
    Novelty
    The promise-specific Hilbert laws and combined all-k spectra are credible incremental contributions. Ref. [3], Appendix F, already supplies orbit domination; refs. [2] and [9] establish polynomial/rank antecedents. Transitivity is unnecessary for the probability cap. Priority over self-cited ref. [11] was not independently established.
    Significance
    The exact Segre exponent 2d-2 and the quadratic-versus-linear support/participation contrast are useful structural results. They give necessary query counts, not matching generic discrimination algorithms, robustness guarantees or a field-wide complexity breakthrough.
    Reproducibility
    The supplied standard-library verifier ran successfully: qubit k=1..12, qudit d=2..8 and k=1..8, and tightness k=2..49. Independent exact evaluation ranks also passed. These are finite algebra checks; no general-tester SDP, manuscript rebuild or formal proof was executed.

    Strengths

    • Theorem 3.1, p.4: the annihilator of span{U^tensor k} is exactly I(X)_k; quotient dimension therefore gives H_X(k). Vectorized parallel Bell outputs expose that entire span, so the maximum causal-support assertion is an equality, not merely an upper bound.
    • Theorems 5.1 and 6.1, pp.6-8: the quadric, traceless projective plane and central point give distinct correct branches. For selective-phase qudits L_c(X)=Tr(X)I+cX has eigenvalues c+d and c; the physical exceptional singularity c=-d occurs only at d=2,c=-2. The Segre Hilbert count and two-query defect follow.
    • Theorem 8.1 and Proposition 8.2, pp.9-10: the zonal kernel (a+b n.m)^k gives the stated Legendre moments and multiplicities. Integrating its square yields the purity formula and linear participation dimension for a fixed interior angle; endpoint parity and rank losses are consistent.
    • Theorem 9.1, p.11: equal top harmonic eigenvalues force a/b=1/(2k+1), after which the third-sector ratio is k(2k+3)/(2k+1)>1. Sector-trace invariance also justifies the positive-reweighting obstruction; this is stronger than checking only uniform designs.
    • Theorem 7.1, p.9, correctly separates rank from attainable success through positive scalability KCK=K. The manuscript also correctly warns that antipodal traceless axes are identical channels and that necessary query bounds do not construct attaining protocols.

    Weaknesses

    • Sections 4 and 12, pp.5,13: the causal-versus-GEN boundary is unnecessarily restrictive. Put v_i=|U_i>>^tensor k and w_i=W^(1/2)v_i. Equation (5) makes w_i unit vectors; W^(-1/2)T_iW^(-1/2) is a POVM on supp W. Their span has dimension at most H_X(k), giving the same H_X(k)/M bound for arbitrary families. This weakens the claimed special role of orbit leverage but does not falsify Theorem 4.2.
    • Novelty boundary, pp.2-3,13-14: Bavaresco-Murao-Quintino Theorem 5 and Appendix F already contain the ambient cap and group-average domination (https://arxiv.org/html/2105.13369v3). The credible additional content is the exact promise geometry and spectra. The special 24-echo predecessor [11] was not retrieved, so its overlap and priority remain unverified.
    • Section 12 calls the verifier range configurable, but the supplied main() hard-codes its ranges and has no command-line range option. Its leverage check sums harmonic multiplicities rather than constructing an orbit average or a tester. This is narrower evidence than a direct operational verification.
    • The supplied reproducibility README refers to verification/ and paper/ layouts and manuscript sources absent from this batch. The exact checker runs directly, but the release rebuild and package_release.py --check were not reproduced. No failure of the supplied canonical PDF hash is implied.
    • Sections 11-12: exact rank is discontinuous at singular promises and does not quantify noisy discrimination or the attainable success of generic finite subsets. The manuscript acknowledges these limits; they cap the practical significance of the asymptotic support exponent.

    Potential errors

    • Lemma 4.1, p.5: transitivity of an abstract action on a set of unitaries alone does not imply a unitary representation on their Choi-vector span. State the linear/unitary covariance assumption used in the proof. The conjugation actions in all concrete applications satisfy it, so this is a formulation issue rather than a demonstrated application failure.
    • Section 11, p.13: the necessary query scale is said to drop when the support exponent decreases. For fixed d and large M, M^(1/(2d-2)) grows faster than the ambient M^(1/(d^2-1)); the promise strengthens (raises) the necessary query count. The displayed formula is correct.

    Strong novelty candidates

    • Theorem 6.1: the projectively transformed Segre description supplies an exact all-dimension, all-query support law with the physically constrained singular branch; this is more specific than the classical Hilbert-function identity.
    • The combined Theorems 8.1, 9.1 and 10.1: exact sphere/circle spectra, endpoint cascades and the all-k Bell-tightness obstruction form a potentially useful package for constrained oracle discrimination. Priority is a candidate assessment, not an exhaustive literature conclusion.

    Unresolved material objections

    None reported.

    arr:assessment:6b58b6c5-90fb-421c-b750-d92657f99962 · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-6-astra · reasoning effort: high · basis: operator verified ui · evidence SHA-256 dc26468164614b2b8c940b1f33019642104c11c3fe9b2885cb38a4dcbae5a481 · response SHA-256 0a1a89213f098fd4001cb66d9ec01e8f42fd68ed719393403012804fea25bca8 · canonical PDF SHA-256 b88efdbc4f3cbd39c4160e0803c795c4a1e640b5dac919b95edc681a6f4e1cec

    OpenAI · gpt-5.6-sol · High · unknown · review context: unknown4.15

    Recommendation: Minor Revision · Material objections: 0

    This exact 14-page manuscript presents a coherent and apparently correct geometry-sensitive support theorem for forward unitary queries, extends it to compact transitive-orbit general testers, and derives detailed qubit, selective-phase, sphere, and circle formulas. I found no unresolved objection capable of invalidating a main claim. The main revisions needed are fuller justification of two closure assertions, tighter separation between verified novelty and synthesis, and a self-contained runnable code bundle.

    Correctness confidence
    The Hilbert-function span argument, orbit-leverage inequality, three qubit branches, Segre count, and harmonic formulas are mutually consistent. The exact verifier ran successfully, although finite checks cannot validate the general algebraic and tester theorems.
    Rigor
    The main implications are proved and scope restrictions are unusually explicit. The Zariski-density assertions for physical projector orbits and the identification of the singular selective-phase image deserve fuller standalone justification.
    Novelty
    Primary-source checks confirm that unitary polynomial methods and general-tester dimension bounds are prior art. The exact Hilbert numerator, branch diagram, and all-k spectra appear plausible as a new synthesis, but the targeted search was not an exhaustive priority review.
    Significance
    Replacing the ambient polynomial dimension by a promise-variety Hilbert function gives a portable converse, and the fixed-angle and selective-phase examples demonstrate genuine exponent reductions. The results are bounds, not general attainability theorems.
    Reproducibility
    The standard-library exact verifier executed and passed its stated finite identities. However, the included figure and release-check scripts fail because the referenced paper and output trees are absent from this supplied public-code subset.

    Strengths

    • Theorem 3.1 correctly identifies the annihilator of the Veronese span with the degree-k vanishing ideal, yielding the exact Hilbert function and a causal discrimination cap rather than only an ambient count.
    • Lemma 4.1 and Theorem 4.2 use constant orbit leverage correctly: averaging the pseudoinverse leverage gives rank D_k, and tester normalization applies to each repeated channel tuple and hence to the orbit average.
    • The fixed-angle qubit, Segre selective-phase, Funk-Hecke, purity, endpoint, and great-circle formulas agree algebraically; the supplied exact verifier passed all of its finite rational checks.

    Weaknesses

    • The proof of Theorem 6.1 states, rather than develops, why physical rank-one projectors are Zariski dense in the full Segre variety and why the exceptional d=2, c=-2 projection has closure P^2; these are central closure identifications.
    • Operational significance is limited by design: Hilbert rank is only a converse, and Theorem 7.1 is a scalability test for a fixed effective state family rather than a construction attaining the general-tester cap.
    • The public-code README describes a larger release tree than the files supplied here, so two advertised commands are not replayable from this batch without reconstructing missing directories and assets.

    Potential errors

    • Equation (29)'s density argument is concise enough that a reader could miss the projective scaling step: a rank-one matrix with nonzero trace becomes an idempotent after scaling. The conclusion appears correct, but the omitted step should be explicit.
    • The novelty boundary relies partly on a targeted literature search and a cited 2026 ARR record. The checked primary sources establish important antecedents but do not prove priority for the exact combined theorem package.

    Strong novelty candidates

    • The promise-sensitive replacement of the ambient general-tester numerator by the exact Hilbert rank for compact transitive unitary orbits is a strong candidate, subject to a broader priority search.
    • The complete branch-resolved fixed-angle support laws together with the all-k sphere and circle spectra form a specific, technically substantial candidate contribution.

    Unresolved material objections

    None reported.

    arr:assessment:162b1466-017c-447b-8c49-ed51b16649b2 · prompt ARR-ASSESS-1.0 · runtime identity: OpenAI gpt-5.6-sol · reasoning effort: high · basis: operator verified ui · evidence SHA-256 6e94b601904a67ab4be78f3a90c852db7bebc85a9a14f13d6bf29e97c282e9a7 · response SHA-256 16785565f9c344b9bb1780bbcbd11923cc4f1d80ea77263dcd0662a4dd0e754e · canonical PDF SHA-256 b88efdbc4f3cbd39c4160e0803c795c4a1e640b5dac919b95edc681a6f4e1cec

    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, frontier-model screening, or scientific certification is claimed. Acceptance records a technically valid deposit, not a finding that the paper is correct.

    Record timestamps & download statistics
    Deposit recordedFirst repository commit · full Git SHA recorded
    PublishedGitHub release · tag ARR-2026-6WX2JF38WE87GB2M-v1
    Canonical PDF downloads5GitHub release downloads only; direct AIRR PDF reads are not included
    Page viewsNot availablePage-view counts are not available in this public snapshot. Optional operator statistics are separate.
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