Sequential trace innovation, powered information, and tensor visibility constrain transverse, balanced, and exactly invisible refinement branches.
Evidence posture · Reported resultHarmonic analysis · Wiener algebra · additive and spectral structure
Kahane’s Quantitative Beurling–Helson Conjecture
Collaboration betaMust a continuous circle phase be affine whenever the Wiener norms of all its large integer powers grow more slowly than logarithmically?
Known results and sources
Research problem
Exact mathematical statement
Let be the Wiener algebra. Kahane’s quantitative Beurling–Helson conjecture asks whether
for some and .
Problem infographic
Problem at a glance

Current mathematical picture
Where work on Kahane’s Quantitative Beurling–Helson Conjecture stands
Selected mathematical highlights through revision 12. The retained project now gives measurable global centered residuals, exact affine residual transport after block labels stabilize, lossless transfer from residual dictionaries to both endpoint dictionaries, and exact Toeplitz/translation formulas for canonical good-set concentration operators. It also corrects two overstatements: finite-subgroup recurrence yields residue-block diagonalization rather than a quotient by itself, and spectral transport must retain the set error, dimension, and spectral-gap parameter-and-error budget. The former arbitrary hidden-mode recycling frontier is superseded by a canonical moving-set transport-or-boundary theorem, with block stabilization, a positive-mass primitive core spine, and a large primitive Fourier packet as named subfrontiers. These are source-reported arguments, not independent review;…
Retained overlapping-chart preprocessing, now governed by the revision-12 bridge audit and exact centered residual transport.
Route status · Active routeHistorical revision-11 hidden-mode classification route; revision 12 supersedes it with canonical moving-set transport-or-boundary analysis.
Route status · Eliminated routeThe current work exposes and pays the p^{-1/2} normalization factor, then gives explicit exponential rank and row-trimming ledgers.
Evidence posture · Reported reductionAudit the measurable branch, centered residual transport, dictionary transfer, entropy aggregation, concentration-operator signs, perturbation constants, cyclic thresholding, tournament error, and localized core-anchor supply before further inverse work.
Task status · Prerequisites still openWe corrected the cited passages. We removed a duplicate or outdated task or route step. We updated the highlighted open task or route. The mathematical claims and their status did not change.
Reader-facing record corrected; mathematics unchangedWork mapped so far
Kahane’s Quantitative Beurling–Helson Conjecture in numbers
- Argument development
- 6,355 · 86%
- Explored or eliminated routes
- 252 · 3%
- Computational analysis
- 57 · 1%
- Open obligations
- 211 · 3%
- Definitions and setup
- 501 · 7%
How this is measured
This measures retained mathematical investigation, not proximity to a proof. Code, data, logs, repeated text, operational instructions, and generated presentation copy are excluded.
Recommended next task
Retain the core-halo geometric fallback
When hidden-mode abstraction stalls, turn ordered first exits into Ferrers structure, interlacing into crossings, dispersed transitions into jump payments, and one recurrent transition mode into rank two.
Suggested move: Use the synchronized two-probe family to test first-exit order before launching longer hidden-mode recursion.
What would count as progress
- Each geometric branch is connected to a retained analytic exit or explicitly returned to hidden-mode recycling.
Argument map and routes
How the current approaches connect
Claims, reductions, open questions, active routes, and narrowed alternatives in one mathematical map.
Visible working map
Research route map
Selected claims, active routes, useful failures, and open questions from the current research map. Arrows appear only for explicitly recorded relationships.
Scroll horizontally to explore the route
Working overview, not proof. The map shows selected recorded relationships; more nodes or edges do not establish correctness or completion.
Retained overlapping-chart preprocessing, now governed by the revision-12 bridge audit and exact centered residual transport.
Route status · Active routeTrack canonical concentration matrices and stable low spectral bands under exact set translation; seek bands rather than individual hidden eigenvectors.
Route status · Active routeUse exact affine residual transport and canonical set/band comparison before quotient or consecutive-power residue analysis.
Route status · Active routeUse common core and halo probes to expose Ferrers order, crossing tensorization, dispersed transition payments, or rank-two recurrence.
Route status · Active routeUse primitive finite-Fourier and finite-Blaschke examples to falsify overstrong revision-12 transport or stabilization claims and measure the current canonical-set, spectral-band, core, crossing, residue, and entropy observables.
Route status · Active routeThe active revision-12 route compares canonical good sets and their low spectral bands under exact affine residual transport, forcing stable block transport or a trace-visible moving-boundary certificate.
Route status · Active routeExplored alternatives
Other routes
Historical revision-11 hidden-mode classification route; revision 12 supersedes it with canonical moving-set transport-or-boundary analysis.
Route status · Eliminated routeNarrowed subroute: common-space recurrence is usable only after canonical block/band stabilization and must feed one revision-12 structural exit.
Route status · Narrowed routeUnder the exact Turan-Nazarov normalization and an exponentially accurate O(L/log L)-dimensional Fourier packet, norming on partial good sets closes the branch.
Route status · Narrowed routeBrowse 3 more explored routes
A generic J-parameter phase mesh has the wrong state-count versus error rate and cannot serve as the full-profile endpoint.
Route status · Refuted routeLow rank e^{O(L)} without structure yields doubly exponential covering cost; translation, incidence, and localization are essential.
Route status · Useful but insufficientThe exact product cocycle changes the anchor, so finite-dimensional algebra collapse cannot be invoked before proving valid base transport.
Route status · Not yet justifiedRoute statements and reductions
Statements the next route can inspect and build on
Equality of every tensor-depth averaged translation state determines spatial measures after quotienting by the gcd of Fourier-support differences; in the primitive case the measures coincide.
Source-reported route statement · dependencies incompleteA noncharacter center class yields a positive-measure family of relative rows sharing one common core probe and one common visible halo sector at a controlled power.
Source-reported route statement · dependencies incompleteOperator-orthogonal transitions are bounded by the trace-class jump-frame inequality, while physically or frequency-dispersed transitions have a separate width-free Fourier-dual bound.
Source-reported route statement · dependencies incompleteOn a fixed connected cover of short overlapping shift intervals, all but exponentially small row mass has polynomially many coarse spatial states, exact row gauges, fixed chart centers, uniform fixed-tolerance control, and N^{-1+o(1)} control on retained chart good sets.
Source-reported route statement · dependencies incompleteIf every chart residual in one coarse cell is globally small, positive-measure overlaps synchronize all chart phases into one row phase and fixed chart phases, producing one full projective profile state.
Source-reported route statement · dependencies incompleteEach short chart-gauged residual splits into a trace-class kernel of inherited nuclear norm O_delta(L) plus arbitrarily polynomially small Hilbert-Schmidt error; normalization on a row cell of mass p costs p^{-1/2}, followed by explicit rank truncation and row trimming.
Source-reported route statement · dependencies incompleteFor a residual near a finite-dimensional chart space, either its retained good set norms the space and globalizes the residual, or a low-concentration unit mode almost absent from the good set carries a visible part of the discrepancy.
Source-reported route statement · dependencies incompleteWhen two rows share stable source and target coarse-cell labels under translation, their centered residual difference is transported exactly by the translation operator; the remaining correction is fixed for the block transition.
Source-reported route statementThe Fourier concentration operator of a translated canonical good set is unitarily translated exactly; approximate set transport controls a spectrally gapped band with an explicit square-root dimension and inverse-gap loss.
Source-reported route statementCanonical moving good-set or level-set incidence together with exact affine residual transport must force stable set/block transport with a recurrent spectral band, or a trace-visible moving-boundary mixed-difference certificate, with the listed endpoint-compatible exits.
Source-reported route statement · dependencies incompleteMore ways to contribute
Open questions
Additional prepared tasks for exploring this research frontier.
When hidden-mode abstraction stalls, turn ordered first exits into Ferrers structure, interlacing into crossings, dispersed transitions into jump payments, and one recurrent transition mode into rank two.
Suggested move: Use the synchronized two-probe family to test first-exit order before launching longer hidden-mode recursion.For primitive finite-Fourier and finite-Blaschke examples, measure the full revision-12 transport, concentration, entropy, core, crossing, residue, and residual-state observables before investing in an overstrong inverse theorem.
Suggested move: Run exact or high-precision primitive examples against the complete revision-12 observable list and retain reproducible inputs and outputs.Audit the measurable branch, centered residual transport, dictionary transfer, entropy aggregation, concentration-operator signs, perturbation constants, cyclic thresholding, tournament error, and localized core-anchor supply before further inverse work.
Suggested move: Check the ten revision-12 bridge items line by line against the retained exponential parameter-and-error budget.From a positive-mass family of canonical good sets and visible low-concentration modes, force stable block/set transport with a useful spectral gap, or extract a quantitatively valid moving-boundary mixed-difference certificate.
Suggested move: Stabilize source/target block labels on a positive-mass shift family, then measure canonical-set symmetric differences and the spectral gap of the visible low band; otherwise convert label/set instability into one audited boundary certificate.Use Toeplitz concentration matrices, frequency amplitudes, difference multiplicities, residue classes, and moving low bands to derive norming, innovation, a sample-matrix lower bound, or independent crossings.
Suggested move: Measure low-band motion and residue structure in the actual primitive packet rather than applying a generic dimension argument.Construct globally consistent source/target blocks with controlled annuli, synchronized core phases, halo confinement, residue preservation, and O(L) refinement entropy, or immediately extract a stated boundary certificate.
Suggested move: Stabilize rowwise pair data into source/target blocks while preserving the shift-set mass and exact affine correction.Use the localized anchor supply to transport a positive-mass primitive core spine or force a visible phase, third-difference, stable-transition, spectral, rank-two, residue, or state-collapse exit.
Suggested move: Follow the large child from the localized anchor set and test every listed structural exit before recursion.Sourced mathematical context
The known mathematical landscape
What the literature has established
Selected external milestones in reverse chronological order, with their evidence posture.
PreprintSanders proved affine linearity under O(log^(1/8−epsilon)|n|) for every epsilon>0.[3] PreprintKonyagin and Shkredov improved the sufficient bound to o(log^(1/22)|n|/(log log |n|)^(3/11)).[2] PreprintLebedev proved affine linearity under growth o((log log |n| / log log log |n|)^(1/12)).[1] PreprintThe Beurling–Helson theorem gives affine linearity when the Wiener-algebra norms of the powers are uniformly bounded.[4][1]
Mathematical neighborhood
Related results and reusable starting points
Kahane asks whether the bounded-norm hypothesis can be relaxed all the way to o(log |n|) while retaining the same affine-linearity conclusion.
[1]Kahane observed that nonlinear piecewise-linear maps can have Wiener norm of order log |n|, so the conjectured little-o threshold would be sharp in scale.
[3]Later mathematical changes
What changed after the initial research map
Later recorded revisions that changed the mathematics, without inventing a date or an AI attribution.
Changed the research frontierLater mathematical revision
Changed the research frontierLater mathematical revision
Changed the research frontierLater mathematical revision
The initial argument structure appears separately. Uploads, model runs, and presentation changes do not count as mathematical updates.
Research-record corrections
What changed in the research record
These notes describe corrections to cited passages, highlighted tasks, or connections between claims. The mathematical claims and their status did not change.
Corrected the research recordCorrection note
Corrected the research recordCorrection note
Corrected the research recordCorrection note
Corrected the research recordCorrection note
Corrected the research recordCorrection note
The initial argument structure appears separately. Uploads, model runs, and presentation changes do not count as mathematical updates.
How the route was assembled
Argument structure
These stages follow the mathematical order of the supplied argument.
Browse all 10 mapped stages
- stage 1Fixed-phase contradiction and partial-atlas model
- stage 2Positive-mass profile rigidity
- stage 3Unseparated endpoint extended to exceptional mass
- stage 4Single recurrent mode routed to rank two
- stage 5Innovation, power, and tensor budgets assembled
- stage 6Anchored and geometric transition tools established
- stage 7Overlapping-chart completion replaces independent phase quantization
- stage 8Cell normalization and exceptional losses made explicit
- stage 9Single-vector residual dichotomy removes the reference-row gap
- stage 10Chart-indexed hidden-mode recycling isolated
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Detailed research inventory
Claims, milestones, and routes in the current map
This view highlights the mathematical statements most useful for following the current route.
- theorem candidate
2 of 29 2 - reduction
7 of 29 7 - lemma
15 of 29 15 - equivalence
2 of 29 2 - negative result
3 of 29 3
Conjecture and fixed-phase reductionThe open endpoint and its reduction to one fixed nonconstant zero-winding Wiener phase.6 displayed rows
- retained route statementKahane quantitative Beurling-Helson conjecture
- retained route statementFixed zero-winding Wiener phase reductionconditional
- retained route statementPower-coherent partial actual-center atlasintermediate
- DerivationRemove the winding character, recover u from two consecutive powers, and use the zero-winding Wiener logarithm to obtain one fixed real phase with the direct initial-segment bound.active reported
- Recorded relationshipThe retained contradiction route removes winding and works with one fixed zero-winding Wiener phase.reduces to · reported by source
- Recorded relationshipThe partial actual-center atlas is formed from powers of the same fixed phase u.depends on · reported by source
Projective profile rigidity and final endpointExact orbit geometry, positive-mass rigidity, stabilizer quotients, and the unseparated exceptional-set dictionary bound.5 displayed rows
- retained route statementExact projective profile metricintermediate
- retained route statementPositive-mass full-profile rigidityintermediate
- retained route statementExceptional-set unseparated dictionary endpointintermediate
- retained route statementExact projective stabilizer quotientintermediate
- DerivationApply centered positive-mass rigidity on each dictionary cell, sum the cubic cell-mass lower bound, and add uncovered mass as one extra profile cell.active reported
Rank, entropy, power, and quotient exitsRank-two rigidity, sequential innovation, power-visible branching, tensor quotients, and the conditional sparse-Fourier branch constrain distinct recurrent structures.8 displayed rows · 2 routes included
- retained route statementPolynomially stable rank-two dichotomyintermediate
- retained route statementActual-ratio near-rank-two character collapseintermediate
- retained route statementSequential trace-innovation budgetintermediate
- retained route statementPower-Holevo branching budgetintermediate
- retained route statementExact tensor invisibility equals quotient equalityintermediate
- retained route statementSparse-Fourier counterexample branch excluded conditionallyconditional
- Narrowed routeCommon hidden-subspace classificationNarrowed subroute: common-space recurrence is usable only after canonical block/band stabilization and must feed one revision-12 structural exit.
- Narrowed routeSparse-Fourier good-domain normingUnder the exact Turan-Nazarov normalization and an exponentially accurate O(L/log L)-dimensional Fourier packet, norming on partial good sets closes the branch.
Anchored tables and geometric witnessesMixed-difference tables, finite anchors, core-halo probes, and transition budgets provide transport-sensitive and order-sensitive tests.6 displayed rows · 1 route included
- retained route statementAnchored mixed-difference tableintermediate
- retained route statementFinite-anchor compressionintermediate
- retained route statementSynchronized two-probe core-halo familyintermediate
- retained route statementJump-frame and Fourier-dual transition budgetsintermediate
- Research targetRetain the core-halo geometric fallbackopen
- Active routeSynchronized core-halo fallbackUse common core and halo probes to expose Ferrers order, crossing tensorization, dispersed transition payments, or rank-two recurrence.
Revision-12 bridge and chart preprocessingThe retained overlapping-chart pipeline is governed by the current centered-residual, dictionary-transfer, concentration, and entropy audit.7 displayed rows · 1 route included
- retained route statementPolynomial fixed-tolerance overlapping-chart atlasintermediate
- retained route statementFinite-overlap gauge synchronizationintermediate
- retained route statementNormalized chartwise trace-class liftingintermediate
- retained route statementNorming-or-localized-hidden-mode dichotomyintermediate
- DerivationSample the partial atlases on a fixed connected chart cover, gauge each exact row phase, prune and normalize cells, lift and truncate the short residuals, trim rows, and apply the finite-dimensional concentration-operator dichotomy.active reported
- Research targetCertify the revision-12 bridgeopen
- Active routeOverlapping-chart residual globalizationRetained overlapping-chart preprocessing, now governed by the revision-12 bridge audit and exact centered residual transport.
Canonical moving-set frontierThe revision-12 first unproved interface, with block stabilization, primitive core-spine transport, large primitive Fourier packets, and retained geometric/computational fallbacks.15 displayed rows · 6 routes included
- retained route statementCanonical moving-set transport-or-boundary frontierconditional
- DerivationConditionally on the canonical transport-or-boundary theorem and the inherited focused-audit exits, every branch is charged by conditional entropy or reduced to a retained endpoint; the resulting residual dictionary transfers without loss to a full-profile dictionary and forces a character.proposed
- Research targetProve canonical set transport or expose a moving boundaryopen
- Research targetProve block stabilization or extract a certificateopen
- Research targetTransport the positive-mass primitive core spineopen
- Research targetExtract structure from the large primitive Fourier packetopen
- Research targetRetain the core-halo geometric fallbackopen
- Research targetStress-test revision-12 transport and stabilization claimsopen
- ComputationPlanned primitive finite-Fourier and finite-Blaschke tests of centered residual transport, canonical-set motion, Toeplitz spectra and gaps, projection stability, innovation entropy, tournament error, localized core energy, crossing rank, residue blocks, and residual-state entropy.The revision-12 source specifies this as a falsification agenda for overstrong transport or stabilization claims; this record does not report a reproduced computation or counterexample. · reported unreproduced
- Active routeCanonical moving-set transport or boundaryThe active revision-12 route compares canonical good sets and their low spectral bands under exact affine residual transport, forcing stable block transport or a trace-visible moving-boundary certificate.
- Active routeConcentration-operator incidenceTrack canonical concentration matrices and stable low spectral bands under exact set translation; seek bands rather than individual hidden eigenvectors.
- Narrowed routeCommon hidden-subspace classificationNarrowed subroute: common-space recurrence is usable only after canonical block/band stabilization and must feed one revision-12 structural exit.
- Active routeCocycle transport and quotient preservationUse exact affine residual transport and canonical set/band comparison before quotient or consecutive-power residue analysis.
- Active routeSynchronized core-halo fallbackUse common core and halo probes to expose Ferrers order, crossing tensorization, dispersed transition payments, or rank-two recurrence.
- Active routePrimitive-model stress testsUse primitive finite-Fourier and finite-Blaschke examples to falsify overstrong revision-12 transport or stabilization claims and measure the current canonical-set, spectral-band, core, crossing, residue, and entropy observables.
Corrected and eliminated shortcutsIndependent chart quantization, generic rank nets, an invalid Frobenius-to-max bridge, fixed-anchor algebra, repeated-mode overcounting, one-defect logarithms, entropy-only frequency collapse, and the external-reference-row gap are explicitly scoped failures.13 displayed rows · 3 routes included
- retained route statementFinite-dimensional algebra collapseintermediate
- retained route statementFixed-anchor multiplicative closure is falseintermediate
- Useful failureQuantize the exact phases on the J charts as independent nuisance parameters.reported failure
- Useful failureCover a generic effective residual space by a metric sphere net.reported failure
- Useful failureApply the robust determinant cut theorem directly after Frobenius low-rank truncation.reported failure
- Useful failureClose recurrent anchored profiles under multiplication while keeping one fixed anchor.reported failure
- Useful failureCount repeated copies of one localized hidden mode as independent trace innovation.reported failure
- Useful failureInfer logarithmic Wiener growth from a single local rectangle defect or one checkerboard.reported failure
- Useful failureInfer concentration on one Fourier frequency from low Fourier entropy alone.reported failure
- Useful failureUse an external partial center as the reference vector in the residual-space dichotomy without placing it in that space.reported failure
- Refuted routeIndependent chart-phase quantizationA generic J-parameter phase mesh has the wrong state-count versus error rate and cannot serve as the full-profile endpoint.
- Useful but insufficientGeneric low-rank netLow rank e^{O(L)} without structure yields doubly exponential covering cost; translation, incidence, and localization are essential.
- Not yet justifiedFixed-anchor algebra closureThe exact product cocycle changes the anchor, so finite-dimensional algebra collapse cannot be invoked before proving valid base transport.
Revision-12 route dispositionsThe canonical moving-set route and its current subfrontiers are separated from narrowed or superseded revision-11 hidden-mode work.18 displayed rows · 11 routes included
- Research targetCertify the revision-12 bridgeopen
- Research targetProve canonical set transport or expose a moving boundaryopen
- Research targetProve block stabilization or extract a certificateopen
- Research targetTransport the positive-mass primitive core spineopen
- Research targetExtract structure from the large primitive Fourier packetopen
- Research targetRetain the core-halo geometric fallbackopen
- Research targetStress-test revision-12 transport and stabilization claimsopen
- Active routeOverlapping-chart residual globalizationRetained overlapping-chart preprocessing, now governed by the revision-12 bridge audit and exact centered residual transport.
- Active routeCanonical moving-set transport or boundaryThe active revision-12 route compares canonical good sets and their low spectral bands under exact affine residual transport, forcing stable block transport or a trace-visible moving-boundary certificate.
- Active routeConcentration-operator incidenceTrack canonical concentration matrices and stable low spectral bands under exact set translation; seek bands rather than individual hidden eigenvectors.
- Narrowed routeCommon hidden-subspace classificationNarrowed subroute: common-space recurrence is usable only after canonical block/band stabilization and must feed one revision-12 structural exit.
- Active routeCocycle transport and quotient preservationUse exact affine residual transport and canonical set/band comparison before quotient or consecutive-power residue analysis.
- Active routeSynchronized core-halo fallbackUse common core and halo probes to expose Ferrers order, crossing tensorization, dispersed transition payments, or rank-two recurrence.
- Narrowed routeSparse-Fourier good-domain normingUnder the exact Turan-Nazarov normalization and an exponentially accurate O(L/log L)-dimensional Fourier packet, norming on partial good sets closes the branch.
- Refuted routeIndependent chart-phase quantizationA generic J-parameter phase mesh has the wrong state-count versus error rate and cannot serve as the full-profile endpoint.
- Useful but insufficientGeneric low-rank netLow rank e^{O(L)} without structure yields doubly exponential covering cost; translation, incidence, and localization are essential.
- Not yet justifiedFixed-anchor algebra closureThe exact product cocycle changes the anchor, so finite-dimensional algebra collapse cannot be invoked before proving valid base transport.
- Active routePrimitive-model stress testsUse primitive finite-Fourier and finite-Blaschke examples to falsify overstrong revision-12 transport or stabilization claims and measure the current canonical-set, spectral-band, core, crossing, residue, and entropy observables.
How to interpret these counts
A statement may be a lemma, conditional reduction, special case, documented limitation, or open target. These counts describe the work's structure; they do not estimate distance to a proof.
Research outlook
Conditions that would advance the current route
2 approaches have already been tested and narrowed. The task above is the current priority within the larger open route.
A result can change the outlook by closing the bridge, narrowing its scope, or showing that the route cannot work.
- Every revision-12 bridge identity and loss is independently checked.
- The audit preserves the source's conditional and unproved frontier posture.
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Kahane’s Quantitative Beurling–Helson Conjecture · ready to start
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Must a continuous circle phase be affine whenever the Wiener norms of all its large integer powers grow more slowly than logarithmically?
- Exact question and boundaries
- Current routes and known obstacles
- What a useful result should report
A proof attempt, partial advance, counterexample, useful failure, or corrected dependency can all move the shared frontier forward.
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Sources and references5 cited works · next context review by Nov 2, 2026
The mathematical context was checked on Aug 2, 2026. Status can be refreshed sooner after a material result or claim.
- 1Absolutely convergent Fourier series. An improvement of the Beurling–Helson theorempreprint · accessed Aug 2, 2026
- 2Quantitative version of Beurling-Helson theorempreprint · accessed Aug 2, 2026
- 3The quantitative Beurling-Helson Theoremoriginal source · accessed Aug 2, 2026
- 4Fourier-Stieltjes transforms with bounded powerspeer reviewed result · accessed Aug 2, 2026
- 5Transformées de Fourier des fonctions sommablesoriginal source · accessed Aug 2, 2026
Important qualifications
- The 2026 theorem is a major quantitative improvement but does not state the conjectured o(log |n|) endpoint; the public status should therefore remain open.
- Empty formalization or computation lists mean that none was verified in this scoped search, not that none exists.
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