Hardware FixRecommendedDevice not working? Your driver may be the problemCheck updates for common hardware issues.Fix DriversOctober DealsAmazon USOctober deal check: compare before you payAmazon US: current deals, useful picks and tech finds.Check DealsClean PCRecommendedOne scan can reveal what keeps slowing WindowsLook for cleanup and repair opportunities.Run Scan×
Skip to content
World desk2 min

Researchers Build Explicit Quantum List-Decodable Codes: What the Preprint Claims

A recent arXiv preprint claims a local-properties framework for explicit quantum list-decodable codes, while a separate paper makes distinct capacity and runtime claims.
Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

A recent preprint by Fernando Granha Jeronimo, Xiaojuan Ma, and Nikhil Shagrithaya describes a framework for constructing explicit quantum list-decodable codes. Its abstract says the authors obtain quantum low-density parity-check (qLDPC) constructions with optimal list sizes. The closest matching paper is “From Random Quantum Codes to Explicit qLDPC Codes via Local Properties”, submitted to arXiv on September 30, 2026. The title match is plausible, but not confirmed.

What quantum list decoding does

Quantum error-correcting codes encode quantum information so it can be recovered despite noise. In ordinary unique decoding, a decoder tries to identify one codeword consistent with the received data. List decoding addresses cases where the errors leave several plausible candidates: instead of returning one answer, a decoder can return a list of possible codewords.

As an Amazon Associate I earn from qualifying purchases.

“Explicit” means the work gives a constructible family of codes rather than only showing that codes with the desired properties exist. The preprint’s abstract claims explicit constructions, but it does not, in the available description, provide details that would support claims about implementation or practical performance.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

What the closest-matching preprint contributes

The authors’ paper, “From Random Quantum Codes to Explicit qLDPC Codes via Local Properties”, presents a framework for CSS quantum codes based on nested spaces. The abstract describes local constraints on physical representatives while measuring independence in the logical quotient. In broad terms, this lets the framework express different code properties through local witnesses and how they behave with respect to logical information.

The authors say the framework yields explicit quantum list-decodable and list-recoverable codes with optimal list sizes, as well as explicit quantum subspace-design codes. They also describe the constructions as qLDPC. These are the authors’ abstract-level claims; the abstract alone does not establish specific parameter values, decoding procedures, runtime guarantees, or practical benefits.

How this differs from a nearby decoding result

A separate preprint by William Gay, Fernando Granha Jeronimo, and Abhi Shukul is titled “Explicit Capacity-Achieving Quantum LDPC Codes List Decodable in Near-linear Time”. It emphasizes a different result: its abstract says the constructions approach the quantum Singleton bound with constant list sizes and provide near-linear-time list-decoding algorithms approaching capacity.

Preprint Emphasis stated in its abstract
From Random Quantum Codes to Explicit qLDPC Codes via Local Properties A local-properties framework and explicit list-decodable, list-recoverable, and subspace-design constructions; the authors claim optimal list sizes.
Explicit Capacity-Achieving Quantum LDPC Codes List Decodable in Near-linear Time Capacity and quantum Singleton-bound emphasis, with constant list sizes and near-linear-time decoding claims.

These statements should not be merged into one result. In particular, the near-linear-time algorithm claim belongs to the second preprint; the available abstract for the first does not make that claim.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Support on Ko-Fi

What is established—and what remains open from the available descriptions

  • The closest matching record is an arXiv preprint submitted September 30, 2026, and its abstract states the framework and construction claims above.
  • The available material does not establish that the preprint has been peer reviewed or published elsewhere.
  • No numerical list-size parameters, theorem conditions, or implementation details are established by the abstracts summarized here, so “optimal” should be read as the authors’ characterization rather than a standalone quantitative guarantee.
  • The record does not establish a hardware application, deployment path, or practical advantage for current quantum devices.

Accordingly, the result is best understood as a theoretical construction and framework claim. The nearby paper on capacity and runtime is a separate development, not evidence that the framework preprint offers the same decoding guarantees.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

Leave a Reply

Your email address will not be published. Required fields are marked *

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

More from the Wire

  1. World desk4 min
    How to Spot an AI Voice Scam Before Sending MoneyDon’t rely on how a caller sounds. Pause, call back through a known number, and verify the emergency with another trusted person before sending money.
  2. Mountain View desk4 min
    Google’s SynthID Detector: How to Check AI-Generated Images, Video and AudioGoogle’s SynthID Detector looks for an embedded watermark in supported images, video and audio. Here is what its results do—and do not—show.
  3. Redmond desk20 min
    How to create a link to File or Folder in Windows 11Windows 11 gives you several ways to point to a file or folder without moving or duplicating it. You can create a desktop shortcut,…
Recommended PC Tool
Recommended PC Tool
Outdated Drivers Are Slowing You DownFree scan - exact matches
Windows Errors? Fix Them Before They SpreadFree repair scan

Two free Windows tools

One Free Minute Could Fix That PC

Before you go - each of these free tools takes about a minute and tackles what quietly slows a Windows PC down.

Special offer. View Outbyte info, uninstall instructions, EULA, and Privacy Policy.