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October 17 to 23, 2026 · The weekly view

Rented, tested,
linked

An outside team ran below-threshold error correction on a rented IBM chip, a proof showed how photon loss lets classical computers imitate one advantage test, and IBM linked two processors with 80 centimeters of cable.

Rented, tested, linked: weekly quantum research for October 17 to 23, 2026. Rented: an outside team’s surface code on ibm_phoenix, a cloud IBM processor, below threshold with Λ of 1.68 and 1.85. Tested: with any fixed share of photons lost, standard BosonSampling can be simulated classically. Linked: two IBM processors joined by 80 cm superconducting cables, 99.00% state transfer and 94.75% cross-module CZ.
15 (29%) algorithms & software32 (62%) hardware & devices25 (48%) error correction & verificationSelected research ↓

This review covers 52 distinct papers that appeared in arXiv’s dated announcement listings during the reporting window. It is a selected research corpus, not a count of all quantum papers published worldwide. The themes overlap: 32 papers concern hardware or devices, 25 error correction or verification, and 15 algorithms or software.

Three results frame the week.

  1. Below-threshold error correction now runs on rented hardware: an outside team’s surface code on a cloud IBM chip, with gains that fade over longer runs.PNNL, Fordham, University of Washington and NASA Ames · Experiment on IBM cloud hardware
  2. Quantum advantage claims face sharper classical checks: standard BosonSampling becomes classically simulable whenever any fixed share of photons survives.Seoul National University · Theory
  3. Links between machines are tested from 80 centimeters to 17 kilometers, and the gate across them is the number to watch.IBM Research · University of Innsbruck · Experiments

Where the research connects

Counts from 52 reviewed papers

The overlap between this week’s themes

Proportional overlap between three leading research themesAreas, including all seven overlap regions, are proportional to publication counts. Algorithms and software only: 9; Hardware and devices only: 16; Algorithms and hardware, without error correction: 2; Algorithms and error correction, without hardware: 2; Hardware and error correction, without algorithms: 12; All three themes: 2; Error correction and verification only: 9. Outside these themes: No publication.Algorithms & software15 publications overallHardware & devices32 publications overallError correction & verification25 publications overallAlgorithms and software only: 9 publications9Hardware and devices only: 16 publications16Algorithms and hardware, without error correction: 2 publications2Algorithms and error correction, without hardware: 2 publications2Hardware and error correction, without algorithms: 12 publications12All three themes: 2 publications2Error correction and verification only: 9 publications9
No publication falls outside these three themes. Areas, including the overlaps, are proportional to publication counts. Each region shows only its combination of labels.

The 32 hardware papers, by platform

  • Superconducting10
  • Neutral atoms5
  • Trapped ions4
  • Enabling devices4
  • Cross-platform3
  • Photonics & networking3
  • Semiconductor & spin3

Every paper in the hardware & devices theme, counted once under its primary platform, so the bars add up to 32. Photonics and networking are counted together.

Bars use a common scale from 0 to 12 papers.

The three themes are editorial labels assigned from each paper’s title and abstract. Hardware includes device proposals and simulations as well as experiments. Papers may carry more than one label, so percentages do not add to 100%. The exact overlap is 16 hardware-only papers, 9 algorithms-only, 9 verification/error-correction-only, 2 algorithms-and-hardware-only, 2 algorithms-and-error-correction-only, 12 hardware-and-error-correction-only, and 2 carrying all three labels. These shares describe this week’s corpus, not a shift in worldwide research activity. Papers are assigned to the week by first arXiv announcement: the October 17 00:00 to October 24 00:00 Asia/Jerusalem window, which holds the arXiv listings dated October 19, 20, 21, 22 and 23.

The research footprint

Countries and regions represented in the review

A global view of participation

Hover, tap, or choose a country or region.

United States20reviewed publications
Research participation by country and regionDarker purple shows a larger number of reviewed publications. Gray means not represented in this review. Use the country selector for individual publication counts, including small regions.Afghanistan: Not represented in this reviewAlbania: Not represented in this reviewAlgeria: Not represented in this reviewAmerican Samoa: Not represented in this reviewAndorra: Not represented in this reviewAngola: Not represented in this reviewAnguilla: Not represented in this reviewAntigua and Barb.: Not represented in this reviewArgentina: Not represented in this reviewArmenia: Not represented in this reviewAruba: Not represented in this reviewAshmore and Cartier Is.: Not represented in this reviewAustralia: Not represented in this reviewAustria: 2 publications in this reviewAzerbaijan: Not represented in this reviewBahamas: Not represented in this reviewBahrain: Not represented in this reviewBangladesh: Not represented in this reviewBarbados: Not represented in this reviewBelarus: Not represented in this reviewBelgium: 1 publication in this reviewBelize: Not represented in this reviewBenin: Not represented in this reviewBermuda: Not represented in this reviewBhutan: Not represented in this reviewBolivia: Not represented in this reviewBosnia and Herz.: Not represented in this reviewBotswana: Not represented in this reviewBr. Indian Ocean Ter.: Not represented in this reviewBrazil: Not represented in this reviewBritish Virgin Is.: Not represented in this reviewBrunei: Not represented in this reviewBulgaria: Not represented in this reviewBurkina Faso: Not represented in this reviewBurundi: Not represented in this reviewCabo Verde: Not represented in this reviewCambodia: Not represented in this reviewCameroon: Not represented in this reviewCanada: 4 publications in this reviewCayman Is.: Not represented in this reviewCentral African Rep.: Not represented in this reviewChad: Not represented in this reviewChile: Not represented in this reviewChina: 5 publications in this reviewColombia: Not represented in this reviewComoros: Not represented in this reviewCongo: Not represented in this reviewCook Is.: Not represented in this reviewCosta Rica: Not represented in this reviewCroatia: Not represented in this reviewCuba: Not represented in this reviewCuraçao: Not represented in this reviewCyprus: Not represented in this reviewCzechia: 1 publication in this reviewCôte d'Ivoire: Not represented in this reviewDem. Rep. Congo: Not represented in this reviewDenmark: 3 publications in this reviewDjibouti: Not represented in this reviewDominica: Not represented in this reviewDominican Rep.: Not represented in this reviewEcuador: Not represented in this reviewEgypt: Not represented in this reviewEl Salvador: Not represented in this reviewEq. Guinea: Not represented in this reviewEritrea: Not represented in this reviewEstonia: Not represented in this reviewEthiopia: Not represented in this reviewFaeroe Is.: Not represented in this reviewFalkland Is.: Not represented in this reviewFiji: Not represented in this reviewFinland: 1 publication in this reviewFr. Polynesia: Not represented in this reviewFr. S. Antarctic Lands: Not represented in this reviewFrance: 3 publications in this reviewGabon: Not represented in this reviewGambia: Not represented in this reviewGeorgia: Not represented in this reviewGermany: 3 publications in this reviewGhana: Not represented in this reviewGreece: Not represented in this reviewGreenland: Not represented in this reviewGrenada: Not represented in this reviewGuam: Not represented in this reviewGuatemala: Not represented in this reviewGuernsey: Not represented in this reviewGuinea: Not represented in this reviewGuinea-Bissau: Not represented in this reviewGuyana: Not represented in this reviewHaiti: Not represented in this reviewHeard I. and McDonald Is.: Not represented in this reviewHonduras: Not represented in this reviewHong Kong: Not represented in this reviewHungary: Not represented in this reviewIceland: Not represented in this reviewIndia: 1 publication in this reviewIndian Ocean Ter.: Not represented in this reviewIndonesia: Not represented in this reviewIran: Not represented in this reviewIraq: Not represented in this reviewIreland: Not represented in this reviewIsle of Man: Not represented in this reviewIsrael: Not represented in this reviewIsrael: Not represented in this reviewItaly: 2 publications in this reviewJamaica: Not represented in this reviewJapan: 3 publications in this reviewJersey: Not represented in this reviewJordan: Not represented in this reviewKazakhstan: Not represented in this reviewKenya: Not represented in this reviewKiribati: Not represented in this reviewKosovo: Not represented in this reviewKuwait: Not represented in this reviewKyrgyzstan: Not represented in this reviewLaos: Not represented in this reviewLatvia: Not represented in this reviewLebanon: Not represented in this reviewLesotho: Not represented in this reviewLiberia: Not represented in this reviewLibya: Not represented in this reviewLiechtenstein: Not represented in this reviewLithuania: Not represented in this reviewLuxembourg: Not represented in this reviewMacao: Not represented in this reviewMacedonia: Not represented in this reviewMadagascar: Not represented in this reviewMalawi: Not represented in this reviewMalaysia: Not represented in this reviewMaldives: Not represented in this reviewMali: Not represented in this reviewMalta: Not represented in this reviewMarshall Is.: Not represented in this reviewMauritania: Not represented in this reviewMauritius: Not represented in this reviewMexico: Not represented in this reviewMicronesia: Not represented in this reviewMoldova: Not represented in this reviewMonaco: Not represented in this reviewMongolia: Not represented in this reviewMontenegro: Not represented in this reviewMontserrat: Not represented in this reviewMorocco: Not represented in this reviewMozambique: Not represented in this reviewMyanmar: Not represented in this reviewN. Cyprus: Not represented in this reviewN. Mariana Is.: Not represented in this reviewNamibia: Not represented in this reviewNauru: Not represented in this reviewNepal: 1 publication in this reviewNetherlands: 4 publications in this reviewNew Caledonia: Not represented in this reviewNew Zealand: Not represented in this reviewNicaragua: Not represented in this reviewNiger: Not represented in this reviewNigeria: Not represented in this reviewNiue: Not represented in this reviewNorfolk Island: Not represented in this reviewNorth Korea: Not represented in this reviewNorway: Not represented in this reviewOman: Not represented in this reviewPakistan: 1 publication in this reviewPalau: Not represented in this reviewPanama: Not represented in this reviewPapua New Guinea: Not represented in this reviewParaguay: Not represented in this reviewPeru: Not represented in this reviewPhilippines: Not represented in this reviewPitcairn Is.: Not represented in this reviewPoland: 1 publication in this reviewPortugal: Not represented in this reviewPuerto Rico: Not represented in this reviewQatar: Not represented in this reviewRomania: Not represented in this reviewRussia: Not represented in this reviewRwanda: Not represented in this reviewS. 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Sudan: Not represented in this reviewSaint Helena: Not represented in this reviewSaint Lucia: Not represented in this reviewSamoa: Not represented in this reviewSan Marino: Not represented in this reviewSaudi Arabia: Not represented in this reviewSenegal: Not represented in this reviewSerbia: Not represented in this reviewSeychelles: Not represented in this reviewSiachen Glacier: Not represented in this reviewSierra Leone: Not represented in this reviewSingapore: Not represented in this reviewSint Maarten: Not represented in this reviewSlovakia: Not represented in this reviewSlovenia: Not represented in this reviewSolomon Is.: Not represented in this reviewSomalia: Not represented in this reviewSomaliland: Not represented in this reviewSouth Africa: Not represented in this reviewSouth Korea: 2 publications in this reviewSpain: 1 publication in this reviewSri Lanka: Not represented in this reviewSt-Barthélemy: Not represented in this reviewSt-Martin: Not represented in this reviewSt. Kitts and Nevis: Not represented in this reviewSt. Pierre and Miquelon: Not represented in this reviewSt. Vin. and Gren.: Not represented in this reviewSudan: Not represented in this reviewSuriname: Not represented in this reviewSweden: 2 publications in this reviewSwitzerland: 3 publications in this reviewSyria: Not represented in this reviewSão Tomé and Principe: Not represented in this reviewTaiwan: 2 publications in this reviewTajikistan: Not represented in this reviewTanzania: Not represented in this reviewThailand: Not represented in this reviewTimor-Leste: Not represented in this reviewTogo: Not represented in this reviewTonga: Not represented in this reviewTrinidad and Tobago: Not represented in this reviewTunisia: Not represented in this reviewTurkey: 1 publication in this reviewTurkmenistan: Not represented in this reviewTurks and Caicos Is.: Not represented in this reviewU.S. Virgin Is.: Not represented in this reviewUganda: Not represented in this reviewUkraine: Not represented in this reviewUnited Arab Emirates: Not represented in this reviewUnited Kingdom: 11 publications in this reviewUnited States: 20 publications in this reviewUruguay: Not represented in this reviewUzbekistan: Not represented in this reviewVanuatu: Not represented in this reviewVatican: Not represented in this reviewVenezuela: Not represented in this reviewVietnam: Not represented in this reviewW. Sahara: Not represented in this reviewWallis and Futuna Is.: Not represented in this reviewYemen: Not represented in this reviewZambia: Not represented in this reviewZimbabwe: Not represented in this revieweSwatini: Not represented in this reviewÅland: Not represented in this review
Reviewed publications
05101520
Not represented in this review
Affiliation locations; a cross-border collaboration can contribute to several countries. Country or region information is available for 52 of 52 reviewed publications. Map: Natural Earth.

Author-affiliation evidence was checked for all 52 papers against the papers themselves (arXiv HTML, or the PDF where no HTML existed). Country sets are fully resolved for 50; two retain unlocated corporate affiliations. Each paper counts once per verified country, producing 78 country-paper attributions across 24 countries. Gray means no verified affiliation in this cohort, not an absence of research. Hardware vendors and acknowledgments are not author affiliations.

United States 20; United Kingdom 11; China 5; Canada 4; Netherlands 4; Denmark 3; France 3; Germany 3; Japan 3; Switzerland 3; Austria 2; Italy 2; South Korea 2; Sweden 2; Taiwan 2; Belgium 1; Czechia 1; Finland 1; India 1; Nepal 1; Pakistan 1; Poland 1; Spain 1; Turkey 1.

Three themes worth reading closely

Selected research, with company context

Academic research

Run on IBM cloud hardware (NYSE: IBM)

Quantinuum

NASDAQ: QNT

Pacific Northwest National Laboratory, Fordham University, the University of Washington and NASA Ames, on IBM’s ibm_phoenix; Quantinuum, on its Helios-1 trapped-ion processor (for scale)

1. Error correction you can rent

Researchers from Pacific Northwest National Laboratory, Fordham, the University of Washington and NASA Ames, with no IBM authors, ran a surface code on ibm_phoenix, a cloud IBM processor. From distance 3 to 6 in one direction, the logical error per round fell from 0.53% to 0.24% and from 0.52% to 0.22% in the two bases (Λ of 1.68 and 1.85). Over runs of up to 150 rounds, the bigger code’s advantage faded from about 2.4× to about 1.2×. It is a memory test, not a computation.

For scale, Quantinuum ran color-code memories of distance 3, 5 and 7 on its Helios-1 trapped-ion processor (arXiv 2610.24077). The logical error per round fell from about 5.5×10⁻⁴ to about 5×10⁻⁶, a suppression factor Λ of about 12 per step in distance. The paper notes that “all decoding in this work has been done offline,” and the distance-7 figure rests on three failures in 29,000 shots. Different code, machine and team: not a like-for-like race.

Λ sets how many physical qubits each logical qubit will cost, and a result outsiders can reproduce on rented hardware is a stronger signal than a vendor’s own run. For any error-correction claim: what was the suppression factor, over how many rounds, and with which decoder?

Demonstration of logical error suppression in a surface code memory on a cloud-accessible IBM superconducting processor ↗

arXiv announcement October 19 · Experiment

Academic research

No company author affiliation

NextQuantum Center, Seoul National University, Seoul

2. Reality checks on quantum advantage

BosonSampling sends photons through a network of beam splitters and records where they land; reproducing those patterns classically is believed to be hard, which made it a leading candidate for demonstrating quantum advantage. Real devices lose photons, and earlier proofs of classical simulability needed the surviving fraction to vanish as machines grew. Go and Jeong at Seoul National University show that a classical algorithm keeps up in polynomial time whenever any fixed share of photons survives. The proof covers standard BosonSampling with many more output modes than photons; the Gaussian variant used in the largest experiments, including Xanadu’s 2022 demonstration, is not covered.

Classical methods pushed back elsewhere too. A classical algorithm grew the distinct solutions from QuEra’s Aquila on 43 graph problems by a median 24.3×, sometimes beating the hardware. A randomized Pauli propagation method matched standard deterministic calculations with several orders of magnitude less memory.

An advantage claim is only as strong as the best classical attempt to match it. For photonic platforms the question is how many photons survive, and whether that share rises as machines grow.

Polynomial-time classical simulation of BosonSampling under any constant-fraction photon loss ↗

arXiv announcement October 21 · Theory

IBM

NYSE: IBM

Academic research

No company author affiliation

IBM Research, Yorktown Heights, New York; University of Innsbruck, Austria

3. Linking machines, from a meter to a city

IBM researchers joined two 120-qubit Nighthawk-class processors with 80 cm superconducting cables. Moving a state across reached 99.00% mean fidelity, but a two-qubit CZ gate between the processors averaged 94.75% (best 96.42%), because one cross-cable gate is built from several steps whose errors add up. IBM notes it skipped coherence-improving fabrication steps, and the links were assembled by hand.

At city scale, a University of Innsbruck team ran a trapped-ion repeater node over 17 km of deployed fiber, entangling a local photon with a remote one at 81.6% fidelity (arXiv 2610.27854). In the field, mobile QKD ran over 10.31 km of open air at 644 bits per second.

For any roadmap built on connecting smaller machines, the gate between modules decides whether they add up to one computer. Can it approach on-chip quality without hand assembly?

Meter-scale quantum interconnects between large quantum processors ↗

arXiv announcement October 22 · Experiment

Also this week

What I would watch next

The week’s common test was whether a result holds when someone else checks it. Watch for outside users holding below-threshold results over long runs, for Quantinuum’s suppression repeated with real-time decoding, for photonic experiments reporting photon survival as they scale, and for cross-module gates approaching on-chip quality. For background, see What is a decoder? and What is a logical qubit?