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PROG-QE
FR-QE-0004

Below-Threshold Quantum Error Correction — Scalable Architecture

Quantum error correction can reduce logical error rates below physical error rates in a scalable architecture.

ResolvingVS-04·Assessed 2026-09-14

Evidence is converging toward an answer; the remaining questions are narrower, but resolution is incomplete. State definitions

Where the record stands

Assessed 2026-09-14
Current assessmentResolving
Evidence since assessment

No evidence has been admitted since this assessment.

Questions on recordView 3 retained questions →

Retained questions may have been narrowed or reframed by the current assessment.

Assessment history
ResolvingPressure State unchanged · latest assessment 2026-09-14
Verification Matrix

Verification position derived from the record’s assessments; dates show when Faultline first recorded each stage.

VS-01
Assertion
—
VS-02
Published evidence
—
VS-03
Audit
—
VS-04
Replication
Current from 2024-01-15 — present
VS-05
Operation
—
Stage first recorded Current verification position Not yet recorded
State Warrant
Current stateResolvingVS-04
Current assessmentLPR-001-D16 correction materially changes the historical warrant but not the current state. Corrected IN-001 is component-level approach-to-threshold evidence, not an encoded logical-code result. Corrected IN-002 demonstrates logical SPAM below physical SPAM in a [[7,1,3]] trapped-ion colour code but explicitly stops short of claiming the system crossed the pseudo-threshold. Corrected IN-003 is a 2024 interested-party report of four logical qubits and substantial logical-versus-physical suppression, not a generic 10^-4 two-qubit logical-gate measurement. Corrected IN-005 is contextual topological-platform evidence and not third-platform below-threshold confirmation. AS-001's original reliance on IN-002 and IN-003 as stronger threshold/practical-error-rate demonstrations is therefore retired as a historical warrant. The present RESOLVING / VS-04 assessment remains warranted independently by the peer-reviewed Willow scaling result in IN-004 and the subsequent multi-code, sustained-operation and trapped-ion evidence through IN-010. None of the repaired instances satisfies OQ-001's d=11-and-above attractor.
Assessment contextCorrective assessment appended under LPR-001-D16 bounded repair. AS-001–AS-003 are preserved unchanged under append-only governance; AS-004 supersedes any legacy warrant that depended on the inaccurate representations repaired in IN-001, IN-002, IN-003 or IN-005.

Normal Record Review is the Observatory’s assessment process for newly considered evidence, not external scientific peer review. LPR identifies an internal source-review record. PROG identifies a programme: AI (Artificial Intelligence), AM (Advanced Materials), BT (Biotechnology), or QE (Quantum Engineering).

State entered2024-01-15
Latest assessment2026-09-14
Mechanisms and barriers

How the claim could hold, what obstructs it, and possible ways forward. The State Warrant above remains the authoritative current assessment.

Resistance MechanismRM-001

Physical qubit error floor at scale. Below-threshold operation at small code distances does not guarantee the behaviour continues as physical qubit count increases. Crosstalk, fabrication variability, and control complexity all tend to increase with system size. The resistance mechanism is not that below-threshold operation is unachievable — INST-004 demonstrates it is achievable — but that sustaining it as qubit count grows from hundreds to thousands to tens of thousands is an unsolved engineering problem. The claim as stated is in RESOLVING because the principle is established; this mechanism constrains how quickly the practical consequence follows.

AttractorAT-001

A recorded possible resolution path, not automatically a sufficient test for closing the claim.

Demonstration at d=11 and beyond. The next decisive evidence event for this record is demonstration of below-threshold scaling at code distances d=11 and higher. At d=7, the Willow result establishes the behaviour. At d=11 or d=15, the result would confirm that the scaling continues into regimes relevant for practical fault-tolerant computation. This is the specific experimental milestone that would materially strengthen the evidential basis for a governed assessment of whether the claim should move beyond RESOLVING toward a fully confirmed state. The attractor is clearly defined and the trajectory toward it is visible in current hardware development roadmaps.

Assessment History

Assessments on the same date follow their assessment ID order. An evidence-basis correction and a review of new evidence can be separate events.

2024-01-15
AS-001 · Initial assessment — Resolving
The claim has two components: below-physical-rate operation, and scalability of that operation. Both have been demonstrated. INST-002 established that below-physical-rate logical qubits are achievable in principle. INST-003 established that practically useful error rates are achievable on current hardware. INST-004 established that performance improves as the architecture scales — the defining signature of scalable below-threshold operation. No contesting evidence has been published against either component of the claim. The pressure state is RESOLVING: both elements the claim requires have been independently demonstrated and corroborate each other, though confirmation at the code distances required for practical fault-tolerant computation (d=11 and above) remains outstanding (OQ-001), and the claim's architecture-agnosticism has not yet been confirmed across a third hardware platform (OQ-002).
AS-001 stage: VS-04 preserved — historically unverified.
2026-08-17
AS-002 · Assessment updated; Pressure State and Verification Stage unchanged — Resolving
The record remains RESOLVING. The post-AS-001 evidence broadens the engineering case without crossing the remaining resolution boundary. IN-007 extends below-physical or breakeven behaviour to a qLDPC code on trapped-ion hardware; IN-008 demonstrates real-time recalibration that supports sustained error-corrected operation; and IN-009 shows that an essential entangling gate can preserve the favourable erasure-biased error hierarchy of superconducting dual-rail qubits. These are meaningful supportive developments across code family, sustained operation, and architecture. They do not, individually or together, demonstrate logical error suppression continuing at code distances d=11 and above, which remains OQ-001 and the record's decisive attractor. The contested Microsoft topological result remains corroborating rather than foundational. Pressure State therefore remains RESOLVING and Verification Stage remains VS-04; all three open questions remain live.
Issued during OHR-2026-09 catch-up review to close the evidence-assessment gap through IN-009. This assessment incorporates IN-007, IN-008, and IN-009 while preserving the d=11-and-above resolution threshold.
2026-09-14
AS-003 · Assessment updated; Pressure State and Verification Stage unchanged — Resolving
Paetznick et al. (IN-010) materially strengthen the trapped-ion leg of the evidence by demonstrating fault-tolerant logical circuits with 11×–800× lower error rates than corresponding physical-circuit baselines across two error-correcting code constructions, including multi-qubit computation. This is stronger than a single small-code breakeven result and supports the proposition that below-physical logical performance is reproducible across distinct architectures and code designs. It does not, however, satisfy the record's governed remaining resolution criterion: sustained below-threshold scaling at code distances d=11 and above. The experiment also uses error detection and post-selection as material parts of the demonstrated suppression. The evidence trajectory therefore strengthens without crossing the resolution boundary. Pressure State remains RESOLVING and Verification Stage remains VS-04; OQ-001 remains decisive.
Normal Record Review of the candidate flagged by LPR-001-D16. IN-010 admitted with source-supported boundaries; no legacy LPR discrepancy was repaired through this review.
2026-09-14
AS-004 · Assessment updated; Pressure State and Verification Stage unchanged — Resolving
LPR-001-D16 correction materially changes the historical warrant but not the current state. Corrected IN-001 is component-level approach-to-threshold evidence, not an encoded logical-code result. Corrected IN-002 demonstrates logical SPAM below physical SPAM in a [[7,1,3]] trapped-ion colour code but explicitly stops short of claiming the system crossed the pseudo-threshold. Corrected IN-003 is a 2024 interested-party report of four logical qubits and substantial logical-versus-physical suppression, not a generic 10^-4 two-qubit logical-gate measurement. Corrected IN-005 is contextual topological-platform evidence and not third-platform below-threshold confirmation. AS-001's original reliance on IN-002 and IN-003 as stronger threshold/practical-error-rate demonstrations is therefore retired as a historical warrant. The present RESOLVING / VS-04 assessment remains warranted independently by the peer-reviewed Willow scaling result in IN-004 and the subsequent multi-code, sustained-operation and trapped-ion evidence through IN-010. None of the repaired instances satisfies OQ-001's d=11-and-above attractor.
Corrective assessment appended under LPR-001-D16 bounded repair. AS-001–AS-003 are preserved unchanged under append-only governance; AS-004 supersedes any legacy warrant that depended on the inaccurate representations repaired in IN-001, IN-002, IN-003 or IN-005.
Claim Lineage

Historical narrative recorded for this claim. It does not override the current State Warrant.

1995–97
Threshold theorem established. Aharonov, Ben-Or, Shor, and others prove that below-threshold physical error rates permit arbitrarily long fault-tolerant computation. The theoretical possibility of the claim is established. The empirical question opens: can physical hardware reach and sustain below-threshold operation?
1998–2019
Approach from above. Superconducting hardware reaches component-level gate fidelities associated with the surface-code threshold, including Barends et al. (2014), while the field develops the experimental primitives needed for encoded error correction. These results do not yet demonstrate an encoded logical qubit with scalable logical error suppression.
2021–24
Small-code and logical-qubit evidence strengthens. Ryan-Anderson et al. (2021) report logical SPAM below physical SPAM in a [[7,1,3]] trapped-ion colour code while stating further upgrades may be needed to reach the pseudo-threshold. In 2024 Microsoft and Quantinuum announce four logical qubits with company-reported error suppression up to 800× relative to physical baselines. These results support logical error suppression but do not establish the remaining scalable surface-code criterion.
2024
Scalable below-threshold operation demonstrated. Google Willow confirms that adding physical qubits to the code continues to reduce logical error rates — the defining signature of scalable below-threshold operation. The claim enters RESOLVING.
2025
Microsoft's InAs–Al interferometric parity-measurement result provides contextual evidence for a proposed topological-qubit platform but does not demonstrate a protected logical qubit or below-threshold logical error correction; its topological interpretation later becomes formally contested.
2026
The engineering evidence broadens across code families and architectures. Paetznick et al. demonstrate 11×–800× logical error-rate improvements over physical-circuit baselines on trapped-ion hardware using 12- and 16-qubit error-correcting codes, while other 2026 results address qLDPC breakeven, sustained recalibration and erasure-biased gates. These results strengthen the RESOLVING trajectory without yet demonstrating the governed d=11-and-above scaling attractor.
Questions on record

Questions retained in this record. The current State Warrant may have narrowed or reframed them. Recorded dates refer to question history, not necessarily the age of the current wording; known revision dates are shown separately.

OQ-001

Does below-threshold scaling behaviour hold at code distances d=11 and above? This is the remaining decisive measurement before the claim can transition from RESOLVING to a fully confirmed state. AT-001 names this as the attractor.

Question recorded 2024-01-15
OQ-002

The claim is architecture-agnostic. Current evidence is concentrated in superconducting and trapped-ion systems. If topological qubit architectures — currently tracked only as contextual evidence within the corpus, without a dedicated Frontier Record — achieve confirmed below-threshold operation, this record gains a third platform confirmation. Does architecture-agnosticism require multi-platform demonstration, or is the current two-platform evidence sufficient for the claim as stated?

Question recorded 2024-01-15
OQ-003

What constitutes full confirmation of this claim — the transition from RESOLVING to a closed confirmed state? The corpus has no governed resolution criterion. The claim is precisely scoped and approaching resolution. Before another record reaches this point, the Observatory may need to address OQ-3 from FR-QE-0003: what does confirmation look like and who determines it?

Question recorded 2024-01-15
Mutation Log
MutationDateFieldPrior valueCurrent value
M-0182026-10-24Editorial correctioneditorial_correctionATTRACTOR wording assigned a governed institutional consequence directly to the future evidence eventATTRACTOR wording preserves the evidence route while reserving State, Stage, verdict or reopening consequences to governed assessment
What this update recorded for M-018

Operator-authorised A4 institutional-authority consistency repair. Correct AT-001 explanatory wording only; no new evidence, scientific threshold, evidence target, Pressure State, Verification Stage, assessment or ATTRACTOR identity changed. This repair is independent of the closed ATTRACTOR taxonomy v2 FAIL. Receipt: docs/reviews/A4-INSTITUTIONAL-AUTHORITY-CONSISTENCY-REPAIR-2026-10-24.json.

M-0172026-09-14Provenance repairprovenance_repairLPR-001-D16 pendingLPR-001-D16 completed
What this update recorded for M-017

Operator-approved bounded repair completed for all four discrepancies identified by LPR-001-D16. IN-001 narrowed from an unsupported heterogeneous 2014–19 synthesis to the sourceable Barends et al. 2014 superconducting gate-threshold result and received structured provenance. IN-002 corrected to Ryan-Anderson et al. 2021 [[7,1,3]] colour-code evidence: logical SPAM below physical SPAM is retained, while the unsupported claim that the overall system crossed the pseudo-threshold is removed; structured provenance added. IN-003 corrected from a misdated generic approximately 10^-4 two-qubit logical-gate claim to the April 2024 Microsoft/Quantinuum interested-party report of four logical qubits, up to 800x logical-versus-physical suppression and more than 14,000 circuit instances without an observed error; company-source provenance and evidentiary boundary recorded. IN-005 corrected to the February 2025 Nature parity-measurement experiment and explicitly bounded as contextual topological-platform evidence, not a protected logical-qubit or below-threshold demonstration; structured provenance added. Consistency review found AS-001's historical warrant depended materially on the old IN-002/IN-003 representations, so AS-001 was preserved unchanged and corrective AS-004 appended; current RESOLVING / VS-04 remains independently supported by IN-004 and later evidence. Lineage corrected to match the repaired chronology and evidentiary boundaries. RM-001, AT-001 and OQ-001–OQ-003 remain valid and unchanged. provenanceOutcome advanced to pass_after_correction and provenanceRepairStatus to completed.

M-0162026-09-14Record reviewrecord_reviewLPR-001-D16 Record Review candidateIN-010 / AS-003
What this update recorded for M-016

Normal Record Review completed for Paetznick et al., Nature 654, 349–355 (2026), DOI 10.1038/s41586-026-10628-y. IN-010 admitted as strong SUPPORTIVE evidence: trapped-ion fault-tolerant circuits using 12-qubit/two-logical-qubit and 16-qubit/four-logical-qubit code constructions achieved 11x–800x logical error-rate improvements relative to corresponding physical-circuit baselines. The evidentiary boundary explicitly retains the role of error detection and post-selection and does not reinterpret the experiment as code-distance scaling. AS-003 appended: RESOLVING / VS-04 reaffirmed because the result strengthens multi-platform and multi-code evidence but does not satisfy OQ-001's governed d=11-and-above scaling criterion. 2026 lineage extended. LPR-001-D16 discrepancies in IN-001, IN-002, IN-003 and IN-005 remain pending and were not repaired through this Record Review.

M-0152026-09-14Source reviewprovenance_review—LPR-001-D16
What this update recorded for M-015

Legacy provenance review completed. All nine evidence instances examined. Structured sources[] were added only to cleanly sourceable IN-004, IN-006, IN-007, and IN-009; IN-008 already carried structured provenance and was verified. Four legacy discrepancy candidates require governed correction before provenance can be attached without endorsing problematic wording: IN-001 compresses heterogeneous 2014–19 QEC work into a broad surface-code/superconducting-and-trapped-ion synthesis that could not be confidently reconstructed from a single contemporaneous source chain; IN-002 is misdated to 2022 and overstates Ryan-Anderson et al. 2021, whose [[7,1,3]] colour-code result achieved logical SPAM below physical SPAM but did not establish that the overall error-correction system had crossed the pseudo-threshold; IN-003 is misdated to 2023 and states an approximately 10^-4 per two-qubit logical-gate metric not supported by the later peer-reviewed Microsoft/Quantinuum evidence; IN-005 is dated 2024 despite describing an early-2025 announcement and overstates Microsoft's 2025 parity-readout/topological programme as demonstrating below-physical-rate logical-qubit operation, whereas the Nature paper explicitly states its measurement does not by itself determine whether the low-energy states are topological. No discrepant wording, assessment, pressureState, verificationStage, mechanisms, lineage, or open questions were silently changed. One normal Record Review candidate was flagged and not admitted through LPR-001: Paetznick et al., Nature 654, 349–355 (2026), DOI 10.1038/s41586-026-10628-y, reporting 11x–800x logical error-rate improvements on Quantinuum trapped-ion hardware relative to physical circuit baselines.

M-0142026-08-29Provenance enrichedprovenance_enriched—PROVENANCE-ENRICHED
What this update recorded for M-014

PA-002 Provenance Enrichment: structured sources[] added to IN-008; evidentiary prose and assessment unchanged.

M-0132026-08-17Assessment issuedassessment_issuedAS-001AS-002
What this update recorded for M-013

AS-002 issued during OHR-2026-09 catch-up review to close the evidence-assessment gap through IN-009. IN-007, IN-008, and IN-009 strengthen the engineering and architectural evidence but do not resolve the decisive d=11-and-above scaling question. Pressure State remains RESOLVING; Verification Stage remains VS-04; mechanisms and open questions remain unchanged.

M-0122026-08-08Instance appendedinstance_appended—IN-009
What this update recorded for M-012

IN-009 appended following operator approval of Post-Scout Human Record Review flag 2026-08-08-01. The D-Wave dual-rail entangling-gate result (Nature, DOI 10.1038/s41586-026-10822-y) is logged as bounded SUPPORTIVE component-level evidence for the scalable-architecture element of the claim. It preserves a favourable erasure-biased error hierarchy during an essential two-qubit operation, but does not demonstrate a logical qubit, integrated below-threshold error correction, measured logical suppression with increasing code distance, d=11-and-above scaling, or realistic full-system operation; favourable code-distance behaviour remains simulation-derived. Instance-level append only; no assessment issued; pressureState RESOLVING, verificationStage VS-04, mechanisms, openQuestions, and new-record disposition unchanged.

M-0112026-07-14Instances appendedinstances_appended—IN-007 / IN-008
What this update recorded for M-011

IN-007 and IN-008 appended, both SUPPORTIVE, from Frontline Scout reports 2026-07-03 (IN-007 — qLDPC breakeven on trapped-ion, arXiv:2606.06455, IonQ-affiliated, interested party) and 2026-07-11 (IN-008 — real-time RL recalibration, Nature, peer-reviewed). Surfaced during evidence-gap review as non-duplicate evidence stranded in the Scout archive. The two supportive contributions are distinct in kind and the distinction is preserved in prose: IN-007 bears on the threshold/breakeven result itself; IN-008 bears on sustained operation within the scalable-architecture component. Together they enrich the record without resolving its remaining scale (d=11 and above, OQ-001) and replication questions. Instance-level append only; no assessment issued; pressureState RESOLVING, verificationStage VS-04, mechanisms, and openQuestions unchanged. IN-007's source retains its separate Scout FCIF-candidate status; this instance does not pre-decide that.

M-0102026-07-09Description restoreddescription_restored—DESCRIPTION-RESTORED
What this update recorded for M-010

Editorial Correction (GP-001): RM-001 and AT-001 mechanism descriptions, and the 1995–97 and 1998–2019 lineage.items entries, were truncated (500-char convert-records.js defect — same defect class as RELEASE-033's AS-001 restorations, which did not cover mechanisms[] or lineage.items[]). Full text restored verbatim from the canonical source HTML (FR_QE_0004_below_threshold_error_correction.html, Drive). No wording added or altered beyond restoring the truncated remainder; no other field changed. Initiated ahead of RENDER-PILOT-001 (public rendering of mechanisms[] and lineage.items[] would otherwise have shipped mid-sentence truncation to the public page).

M-0092026-07-09Description reordereddescription_reordered—DESCRIPTION-REORDERED
What this update recorded for M-009

Editorial Correction (GP-001): IN-006 description reordered per EP-001 — existing closing synthesis sentence moved to opening, no wording added or removed.

M-0082026-07-03Reference correctionreference_corrected—REFERENCE-CORRECTED
What this update recorded for M-008

Editorial Correction (GP-001): IN-005 and OQ-002 incorrectly cited FR-QE-0001 as containing evidence for Microsoft's topological qubit programme. FR-QE-0001 concerns Google Sycamore / random circuit sampling and contains no such content; the corpus currently has no dedicated Frontier Record for this programme. Corrected in both locations to state this accurately. No evidence, interpretation, pressureState, verificationStage, assessment, or open question substance changed.

M-0072026-07-03Instance appendedinstance_appended—INSTANCE-APPENDED
What this update recorded for M-007

IN-006 added — Legg et al. Nature critique and Microsoft response, bearing on IN-005's pending-verification status. Initiation: Evidence Gap Scan Pilot 001 (Candidate 1). Scope: instance-level only; no Assessment issued; pressureState, verificationStage, and openQuestions unchanged.

M-0062024-01-15Programme panel addedprogramme_panel_added—PROGRAMME-PANEL-ADDED
M-0052024-01-15Null condition metnull_condition_met—NULL-CONDITION-MET
M-0042024-01-15Mechanisms recordedmechanisms_recorded—MECHANISMS-RECORDED
M-0032024-01-15Assessment issuedassessment_issued—ASSESSMENT-ISSUED
M-0022024-01-15Instances loggedinstances_logged—INSTANCES-LOGGED
M-0012024-01-15Record createdrecord_created—RECORD-CREATED
Evidence Sources
10 logged entriesShow sources ↓Hide ↑

Logged entries are reports on record, not counts of independent studies or patients. Several entries can concern the same underlying evidence. Supportive and Contesting describe an entry’s relation to the claim. Partial indicates limited or mixed bearing; read the details for limitations or legacy status. These labels are not study-quality ratings.

IN-001
Barends et al. — superconducting gates reach the surface-code threshold
Read evidence details and limits for IN-001

Barends et al. (2014) demonstrate a universal gate set on a five-qubit superconducting processor with average single-qubit gate fidelity of 99.92% and two-qubit gate fidelity up to 99.4%, placing the demonstrated component-level gate performance at the fault-tolerance threshold associated with surface-code error correction. This is pre-logical-code evidence: it does not implement an encoded surface-code logical qubit or demonstrate logical error suppression. It therefore serves as an approach-to-threshold baseline rather than evidence that the record's claim had already been achieved.

1. Barends, R. et al. Superconducting quantum circuits at the surface code threshold for fault tolerance. Nature 508, 500–503 (2014). DOI 10.1038/nature13171 · Abstract; published 23 April 2014
Neutral
IN-002
Ryan-Anderson et al. — real-time fault-tolerant QEC with a [[7,1,3]] colour code
Read evidence details and limits for IN-002

Ryan-Anderson et al. (2021) encode one logical qubit in a ten-qubit trapped-ion QCCD system using a [[7,1,3]] colour code. They report average logical SPAM error of 1.7(6)×10^-3 versus average physical SPAM error of 2.4(8)×10^-3, alongside repeated syndrome measurements, real-time decoding and a dynamically protected logical memory. This is supportive small-code evidence that a logical observable can outperform the corresponding physical baseline. It does not establish that the full error-correction system crossed the pseudo-threshold: the authors' system-level simulations identify further hardware upgrades that may enable that crossing. Scalability therefore remains unresolved at this instance.

1. Ryan-Anderson, C. et al. Realization of real-time fault-tolerant quantum error correction. arXiv:2107.07505 (2021). · Abstract; submitted 15 July 2021
Supportive
IN-003
Microsoft / Quantinuum — four logical qubits with company-reported error suppression
Read evidence details and limits for IN-003

Microsoft and Quantinuum announce in April 2024 that Microsoft's qubit-virtualization system running on Quantinuum trapped-ion hardware produced four logical qubits with company-reported logical error rates up to 800 times lower than corresponding physical error rates and more than 14,000 circuit instances without an observed error. This is supportive evidence of substantial logical error suppression on trapped-ion hardware, but the 2024 evidence is an interested-party announcement rather than the later peer-reviewed circuit-level study now recorded separately as IN-010. The result should therefore not be represented as a generic approximately 10^-4 error rate per two-qubit logical gate or as an independently established scalability threshold.

1. Quantinuum and Microsoft. Quantinuum Partners with Microsoft in New Phase of Reliable Quantum Computing with Breakthrough Demonstration of Reliable Logical Qubits. 3 April 2024. · Company announcement; four logical qubits, 800x comparison and 14,000 circuit instances2. Microsoft. Advancing science: Microsoft and Quantinuum demonstrate the most reliable logical qubits on record with an error rate 800x better than physical qubits. 3 April 2024. · Contemporaneous company announcement
Supportive
IN-004
Google Willow — below-threshold operation confirmed at multiple code distances
Read evidence details and limits for IN-004

Google's Willow chip (105 qubits) demonstrates below-threshold quantum error correction: logical error rates decrease exponentially with code distance from d=3 to d=5 to d=7, with each step adding physical qubits and reducing logical error rates faster than overhead increases. This is the specific signature of scalable below-threshold operation — not merely that logical rates are below physical rates at one code size, but that adding more qubits to the code continues to improve performance. The result addresses both components of the claim simultaneously: below-physical-rate operation is demonstrated, and the architecture is scalable in the precise technical sense that performance improves with scale. Independent commentary in Nature confirms this as a qualitative milestone. The claim transitions to RESOLVING.

1. Google Quantum AI and Collaborators. Quantum error correction below the surface code threshold. Nature 638, 920–926 (2025). DOI 10.1038/s41586-024-08449-y · Abstract, Fig. 1 and Outlook; published online 9 December 2024
Supportive
IN-005
Microsoft — single-shot fermion-parity measurement in InAs–Al devices
Read evidence details and limits for IN-005

Microsoft Azure Quantum and collaborators report in Nature in February 2025 a single-shot interferometric measurement of fermion parity in gate-defined InAs–Al hybrid devices, using an architecture designed to support future tests of Majorana fusion rules. The experiment is relevant to Microsoft's proposed topological-qubit platform, but it does not itself demonstrate a topologically protected logical qubit, below-physical-rate logical error correction, or scalable below-threshold operation. It is therefore contextual platform evidence rather than a third-platform confirmation of this record's claim. Its topological interpretation subsequently became the subject of formal scientific dispute recorded in IN-006.

1. Microsoft Azure Quantum et al. Interferometric single-shot parity measurement in InAs–Al hybrid devices. Nature 638, 651–655 (2025). DOI 10.1038/s41586-024-08445-2 · Abstract and discussion; published 19 February 2025
Partial
IN-006
Legg et al. — peer-reviewed critique of topological gap detection; Microsoft response
Read evidence details and limits for IN-006

This does not alter IN-005's original characterisation as corroborating rather than foundational to this record — RESOLVING was reached from IN-004 alone, and IN-006 bears on IN-005's own status, not on the pressure state this record has already reached. Legg et al. publish a peer-reviewed critique in Nature (24 June 2026), "On the robustness of topological gap detection via transport," arguing that the transport-based measurements underlying Microsoft's early-2025 topological qubit announcement (IN-005) do not conclusively demonstrate the topological gap claimed, citing flawed tune-up procedures and selectively chosen data. Microsoft publishes a contesting reply in the same issue. This is the first substantive development against IN-005's logged pending-independent-verification status. The evidential posture progresses from pending independent verification to active scientific contest: the claim IN-005 described is now under formal, unresolved dispute rather than awaiting a first verification attempt.

1. Legg, H. F. On the robustness of topological gap detection via transport. Nature 654, E22–E26 (2026). DOI 10.1038/s41586-026-10567-82. Microsoft Quantum et al. Reply to: On the robustness of topological gap detection via transport. Nature 654, E27–E28 (2026). DOI 10.1038/s41586-026-10568-7
Contesting
IN-007
qLDPC breakeven on trapped-ion hardware
Read evidence details and limits for IN-007

A trapped-ion device demonstrates breakeven-level quantum error correction across nine QEC codes spanning three families without hardware reconfiguration, including a qLDPC code encoding 4 logical qubits in 18 physical qubits at breakeven — logical-qubit lifetimes comparable to or slightly exceeding the physical qubits — with a logical error rate reported roughly nine times better than a comparable superconducting demonstration (arXiv:2606.06455, IonQ-affiliated group, primary preprint, submitted 4 June 2026). This bears directly on the below-physical boundary of the claim, extending it to a new code family (qLDPC) and reaffirming the trapped-ion platform, and weakening the connectivity objection to qLDPC deployment. It is SUPPORTIVE but bounded: the result is breakeven rather than a decisive scalable-threshold demonstration; it is at small scale (18 physical qubits); and the source is an interested party with a commercial interest in the conclusion. It does not advance the record's decisive open question — whether below-threshold scaling holds at code distances d=11 and above (OQ-001). It is distinct in kind from IN-008: IN-007 bears on the threshold/breakeven result itself, whereas IN-008 bears on sustained operation.

1. Tham, E. et al. Breakeven demonstration of quantum low-density parity-check codes. arXiv:2606.06455 (2026). · Abstract; submitted 4 June 2026
Supportive
IN-008
Real-time reinforcement-learning recalibration sustaining error-corrected operation
Read evidence details and limits for IN-008

A reinforcement-learning controller integrates real-time recalibration into the error-correction cycle, correcting calibration drift from error-syndrome data without pausing computation, and reports a roughly 20% increase in detected and corrected errors relative to static calibration on two logical qubits (Nature, DOI 10.1038/s41586-026-10759-2, peer-reviewed). This is SUPPORTIVE of the scalable-architecture component of the claim: it addresses sustained-operation drift, a practical obstacle to maintaining below-physical operation during real computation. It does not itself establish the below-physical result — that was reached from IN-004 — and the source is explicit that it does not alter the below-threshold finding. It is distinct in kind from IN-007: IN-008 bears on sustained operation, not on the threshold/breakeven result. It does not bear on the d=11-and-above scaling question (OQ-001) or on the record's replication needs. Peer-reviewed; demonstrated on two logical qubits.

1. Sivak et al., ‘Reinforcement learning control of quantum error correction’, Nature 655, 879–884 (2026) DOI 10.1038/s41586-026-10759-2 · Main text; reinforcement-learning control and error-correction results
Supportive
IN-009
D-Wave — entangling gate for superconducting dual-rail erasure qubits
Read evidence details and limits for IN-009

D-Wave demonstrates an approximately 500-nanosecond controlled-Z gate between two superconducting dual-rail cavity qubits while largely preserving the architecture's favourable erasure-biased error hierarchy (Nature, DOI 10.1038/s41586-026-10822-y, peer-reviewed). The reported gate performance includes approximately 0.5% erasure probability, residual Pauli error below approximately 0.1%, bit-flip error around 10⁻⁶, characterized leakage propagation, and similar behaviour across seven two-qubit systems over periods up to 15 hours. This is SUPPORTIVE but bounded component-level evidence for the scalable-architecture element of the claim: it shows that an essential two-qubit operation need not destroy the structured-noise advantage of dual-rail erasure qubits. It does not demonstrate a logical qubit, measured logical error suppression with increasing code distance, below-threshold operation of an integrated error-correction cycle, code distance d=11 or above, or realistic full-system scaling. The favourable code-distance behaviour remains simulation-derived under simplified noise assumptions. It therefore adds architectural evidence without advancing OQ-001, changing the assessment, or establishing a new record path.

1. D-Wave Quantum Inc. An entangling gate for dual-rail erasure qubits. Nature 656, 47–53 (2026). DOI 10.1038/s41586-026-10822-y · Abstract, gate benchmarking and Discussion
Supportive
IN-010
Paetznick et al. — fault-tolerant trapped-ion circuits suppress logical errors below physical baselines
Read evidence details and limits for IN-010

Paetznick et al. experimentally demonstrate quantum error correction and error detection with post-selection on a trapped-ion QCCD processor using two code constructions: a 12-qubit code encoding two logical qubits and a 16-qubit tesseract colour code encoding four logical qubits. Across several non-trivial circuit benchmarks, logical error rates improve by factors ranging from 11× to 800× relative to corresponding physical-circuit baselines, including multi-qubit computation. This is strong SUPPORTIVE evidence that fault-tolerant logical processing can deliver substantial error suppression on a trapped-ion architecture. The result broadens and strengthens the multi-platform evidence beyond the earlier small-code trapped-ion demonstrations, but it does not demonstrate surface-code scaling with increasing code distance or resolve OQ-001's governed d=11-and-above criterion. Error detection and post-selection are material components of the demonstrated performance and are retained as part of the evidentiary boundary.

1. Paetznick, A. et al. Improved quantum processor logical error rates via correction and detection. Nature 654, 349–355 (2026). DOI 10.1038/s41586-026-10628-y · Abstract and main experimental results; published online 10 June 2026
Supportive