Quantum error correction can reduce logical error rates below physical error rates in a scalable architecture.
Evidence is converging toward an answer; the remaining questions are narrower, but resolution is incomplete. State definitions
No evidence has been admitted since this assessment.
Retained questions may have been narrowed or reframed by the current assessment.
Verification position derived from the record’s assessments; dates show when Faultline first recorded each stage.
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).
How the claim could hold, what obstructs it, and possible ways forward. The State Warrant above remains the authoritative current assessment.
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.
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.
Assessments on the same date follow their assessment ID order. An evidence-basis correction and a review of new evidence can be separate events.
Historical narrative recorded for this claim. It does not override the current State Warrant.
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.
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 2024-01-15The 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 2024-01-15What 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 | Date | Field | Prior value | Current value |
|---|---|---|---|---|
| M-018 | 2026-10-24 | Editorial correctioneditorial_correction | ATTRACTOR wording assigned a governed institutional consequence directly to the future evidence event | ATTRACTOR wording preserves the evidence route while reserving State, Stage, verdict or reopening consequences to governed assessmentWhat this update recorded for M-018Operator-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-017 | 2026-09-14 | Provenance repairprovenance_repair | LPR-001-D16 pending | LPR-001-D16 completedWhat this update recorded for M-017Operator-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-016 | 2026-09-14 | Record reviewrecord_review | LPR-001-D16 Record Review candidate | IN-010 / AS-003What this update recorded for M-016Normal 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-015 | 2026-09-14 | Source reviewprovenance_review | — | LPR-001-D16What this update recorded for M-015Legacy 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-014 | 2026-08-29 | Provenance enrichedprovenance_enriched | — | PROVENANCE-ENRICHEDWhat this update recorded for M-014PA-002 Provenance Enrichment: structured sources[] added to IN-008; evidentiary prose and assessment unchanged. |
| M-013 | 2026-08-17 | Assessment issuedassessment_issued | AS-001 | AS-002What this update recorded for M-013AS-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-012 | 2026-08-08 | Instance appendedinstance_appended | — | IN-009What this update recorded for M-012IN-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-011 | 2026-07-14 | Instances appendedinstances_appended | — | IN-007 / IN-008What this update recorded for M-011IN-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-010 | 2026-07-09 | Description restoreddescription_restored | — | DESCRIPTION-RESTOREDWhat this update recorded for M-010Editorial 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-009 | 2026-07-09 | Description reordereddescription_reordered | — | DESCRIPTION-REORDEREDWhat this update recorded for M-009Editorial Correction (GP-001): IN-006 description reordered per EP-001 — existing closing synthesis sentence moved to opening, no wording added or removed. |
| M-008 | 2026-07-03 | Reference correctionreference_corrected | — | REFERENCE-CORRECTEDWhat this update recorded for M-008Editorial 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-007 | 2026-07-03 | Instance appendedinstance_appended | — | INSTANCE-APPENDEDWhat this update recorded for M-007IN-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-006 | 2024-01-15 | Programme panel addedprogramme_panel_added | — | PROGRAMME-PANEL-ADDED |
| M-005 | 2024-01-15 | Null condition metnull_condition_met | — | NULL-CONDITION-MET |
| M-004 | 2024-01-15 | Mechanisms recordedmechanisms_recorded | — | MECHANISMS-RECORDED |
| M-003 | 2024-01-15 | Assessment issuedassessment_issued | — | ASSESSMENT-ISSUED |
| M-002 | 2024-01-15 | Instances loggedinstances_logged | — | INSTANCES-LOGGED |
| M-001 | 2024-01-15 | Record createdrecord_created | — | RECORD-CREATED |
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.