aiqbench analysis
This research demonstrates that spatially coupled CSS codes utilizing seeded belief-propagation decoding can achieve the theoretical quantum-erasure hashing bound across a wide range of degree triples. By combining classical duality with exact rational certificates, the authors provide a rigorous proof of convergence for these codes without relying on unproven positivity hypotheses in specific configurations. The work advances the practical limits of fault-tolerant quantum error correction by bridging density-evolution analysis with finite-code performance guarantees.
Spatially Coupled MacKay-Neal/Hsu-Anastasopoulos CSS Codes Achieve the Quantum-Erasure Hashing Bound by Seeded BP Decoding
arXiv:2606.32001v2 Announce Type: replace Abstract: We study hard-erasure belief-propagation (BP), understood as the sum-product algorithm on erasure messages, for a punctured MacKay-Neal/Hsu-Anastasopoulos (MN/HA) representation of Calderbank-Shor-Steane (CSS) codes. For every integer degree triple $2\leq j_Z<j_X<k\leq60$, we prove that the constituent potential thresholds are $j_Z/k$ and $1-j_X/k$. The proof combines classical HA-MN duality with a completed exact rational certificate for all 1711 MN degree pairs in this range. The certificate establishes strict positivity on every physical nontrivial fixed-point branch, at every erasure probability in $[0,1]$, and has an independent integer-arithmetic verifier. A reduction of the Z-side recursion and a fixed-channel vector-potential argument then prove seeded density-evolution convergence below the smaller constituent threshold for sufficiently large coupling width and an ideal seed interval at least that wide. Under $j_Z+j_X=k$, this threshold equals the quantum-erasure hashing-bound parameter determined by the CSS design rate. In particular, the degree triple $(4,8,12)$ has potential threshold $1/3$ without a positivity hypothesis. The numerical example at erasure probability $0.3325$ reproduces the resulting decoding waves. The theorem uses an ideal auxiliary-message seed; its finite-code realization and logical block-error convergence are separate questions.
Abstract:We study hard-erasure belief-propagation (BP), understood as the sum-product algorithm on erasure messages, for a punctured MacKay-Neal/Hsu-Anastasopoulos (MN/HA) representation of Calderbank-Shor-Steane (CSS) codes. For every integer degree triple $2\leq j_Z<j_X<k\leq60$, we prove that the constituent potential thresholds are $j_Z/k$ and $1-j_X/k$. The proof combines classical HA-MN duality with a completed exact rational certificate for all 1711 MN degree pairs in this range. The certificate establishes strict positivity on every physical nontrivial fixed-point branch, at every erasure probability in $[0,1]$, and has an independent integer-arithmetic verifier. A reduction of the Z-side recursion and a fixed-channel vector-potential argument then prove seeded density-evolution convergence below the smaller constituent threshold for sufficiently large coupling width and an ideal seed interval at least that wide. Under $j_Z+j_X=k$, this threshold equals the quantum-erasure hashing-bound parameter determined by the CSS design rate. In particular, the degree triple $(4,8,12)$ has potential threshold $1/3$ without a positivity hypothesis. The numerical example at erasure probability $0.3325$ reproduces the resulting decoding waves. The theorem uses an ideal auxiliary-message seed; its finite-code realization and logical block-error convergence are separate questions.
32 pages, 8 figures. Completed exact positivity verification for all degree pairs 2 <= j < k <= 60, supplied a self-contained seeded-convergence proof, and clarified the finite-code model and density-evolution scope. Certificates, verification code, and reproduction data are available on GitHub and as ancillary files
Quantum Physics (quant-ph); Information Theory (cs.IT)
arXiv:2606.32001 [quant-ph]
(or arXiv:2606.32001v2 [quant-ph] for this version)
Full text under the publisher's open licence · 238 words
Related coverage

Breaking the Orthogonality Barrier in Quantum LDPC Codes
Quantum Journal · Sep 9, 2026
Synthesis Superintelligence: from Semiconductors to Superconductors — Periodic Labs’ Liam Fedus and Ekin Dogus Cubuk
Latent Space · Oct 8, 2026

Researchers Propose Dense Qubits Using Spin Nonlinearities
Quantum Zeitgeist · Aug 17, 2026

Korea University Team Presents LLM-Qubo Framework for Multi-Drone Assignment Optimisation
Quantum Zeitgeist · Jun 17, 2026