AnchorKAN

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-07-03.)

AnchorKAN has 82 facts recorded in Dontopedia across 14 references, with 5 live disagreements.

82 facts·69 predicates·14 sources·5 in dispute

Mostly:rdf:type(5), dominates outputs with(4), computes(2)

Inbound mentions (55)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`dominatesOutputOf`Dominates Output of(4)

Commaex:comma
Dashex:dash
Parenthesesex:parentheses
Periodex:period

`advocatesFiring`Advocates Firing(1)

Xenonfunex:xenonfun

`advocatesForImplementation`Advocates for Implementation(1)

Xenonfunex:xenonfun

`assertsSubject`Asserts Subject(1)

Takeaway Anchor Kanex:takeaway-anchor-kan

`assumesKnowledgeOf`Assumes Knowledge of(1)

Xenonfunex:xenonfun

`believesAnchorKanBetterForDeployments`Believes Anchor Kan Better for Deployments(1)

Xenonfunex:xenonfun

`benefitsFromConstantSize`Benefits From Constant Size(1)

Decode Cacheex:decode-cache

`benefitsFromLinearTime`Benefits From Linear Time(1)

Trainingex:training

`comparesPpl`Compares Ppl(1)

Row 1ex:row-1

`comparesTokPerS`Compares Tok Per S(1)

Row 2ex:row-2

`containsModel`Contains Model(1)

Code Blockex:code-block

`contrastsWith`Contrasts With(1)

Spherical Vqex:spherical-vq

`evaluatesAsBetterThroughputTradeoff`Evaluates As Better Throughput Tradeoff(1)

Key Takeawayex:key-takeaway

`frequentInOutputsOf`Frequent in Outputs of(1)

Punctuationex:punctuation

`has26PercentPplGap`Has26 Percent Ppl Gap(1)

Spectralex:spectral

`hasArchitecturallyDifferentRepresentation`Has Architecturally Different Representation(1)

Row 4ex:row-4

`hasAutoFallback`Has Auto Fallback(1)

Parallel Prefillex:parallel-prefill

`hasExperienceWith`Has Experience With(1)

Xenonfunex:xenonfun

`hasHigherBeta`Has Higher Beta(1)

Spectralex:spectral

`hasImplementedAndTested`Has Implemented and Tested(1)

Recipientex:recipient

`hasMember`Has Member(1)

Code Blockex:code-block

`hasSmootherConvergence`Has Smoother Convergence(1)

Spectralex:spectral

`hasSparserPattern`Has Sparser Pattern(1)

Row 4ex:row-4

`hasSyncHubRoleForConfig`Has Sync Hub Role for Config(1)

Block 9ex:block-9

`hasWorsePpl`Has Worse Ppl(1)

Spectralattentionex:spectralattention

`hedgesComparison`Hedges Comparison(1)

Xenonfunex:xenonfun

`heldBy`Held by(1)

Punctuation Commonness Claimex:punctuation-commonness-claim

`impliesWorsePpl`Implies Worse Ppl(1)

Row 1ex:row-1

`isCoreInnovation`Is Core Innovation(1)

Low Rank Learned Routing Structureex:low-rank-learned-routing-structure

`isGapOf`Is Gap of(1)

Punctuation Usage Knowledge Gapex:punctuation-usage-knowledge-gap

`isKeyBenefit`Is Key Benefit(1)

Low Rank Learned Routing Structureex:low-rank-learned-routing-structure

`isNotMasteredBy`Is Not Mastered by(1)

Punctuation Usage Knowledge Gapex:punctuation-usage-knowledge-gap

`isOutputOf`Is Output of(1)

Anchorkan Output Sampleex:anchorkan-output-sample

`isStyleOf`Is Style of(1)

Punctuation Loaded Styleex:punctuation-loaded-style

`learnedBy`Learned by(1)

Punctuation Commonness Claimex:punctuation-commonness-claim

`mentions`Mentions(1)

Source Utteranceex:source-utterance

`mentionsTopic`Mentions Topic(1)

Log Entry 2026 03 11 20 31ex:log-entry-2026-03-11-20-31

`partOf`Part of(1)

Current Training Runex:current-training-run

`precedes`Precedes(1)

Spectralex:spectral

`presupposesExistenceOf`Presupposes Existence of(1)

Textex:text

`reachesHigherFinalOrder`Reaches Higher Final Order(1)

Spectralex:spectral

`reachesSameDcSyncStrengthAs`Reaches Same DC Sync Strength As(1)

Spectralex:spectral

`referencesKnownModel`References Known Model(1)

Anchor Kanex:anchor-kan

`reportsParamReduction`Reports Param Reduction(1)

Row 2ex:row-2

`reportsSysR`Reports Sys R(1)

Row 2ex:row-2

`reportsUniformR`Reports Uniform R(1)

Row 3ex:row-3

`reportsVariance`Reports Variance(1)

Row 1ex:row-1

`syncHubPrecedes`Sync Hub Precedes(1)

Spectralex:spectral

`trainsVariant`Trains Variant(1)

Current Architectureex:current-architecture

`wouldBeFasterThan`Would Be Faster Than(1)

Grouped1ex:grouped1

`wouldHelp`Would Help(1)

Compileex:compile

`wouldHelpPerformanceOf`Would Help Performance of(1)

Mx Compileex:mx-compile

Other facts (78)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

78 facts

Predicate	Value	Ref
Rdf:type	Model Architecture	[11]
Rdf:type	Attention Configuration	[12]
Rdf:type	Model Architecture	[13]
Rdf:type	Model Kind	[14]
Rdf:type	Model	[14]
Dominates Outputs With	Comma	[14]
Dominates Outputs With	Period	[14]
Dominates Outputs With	Dash	[14]
Dominates Outputs With	Parentheses	[14]
Computes	Kan Spline Evaluation	[4]
Computes	O Nm Causal Cumsum	[4]
Learned	Punctuation Commonness Claim	[14]
Learned	punctuation is common	[14]
Has Linear Time Training	Training	[1]
Recovers	Near Quadratic Kan Quality	[1]
Has Constant Size Decode Cache	Decode	[1]
Enables Publication	Research Thesis	[1]
Competitive Quality	Kan	[1]
Superior Efficiency	Kan	[1]
At Similar Scale	Their Model	[2]
Demonstrates Compile Benefits	Throughput	[2]
Exists Prior Run	Anchor Kan 65k Run	[3]
Has Tok S	6000	[4]
Has Sync Hub	Block 9	[4]
Has R Hub	0.561	[4]
Has Slow Tok S	6000	[4]
Involves Heads	12	[4]
Involves Dimension	768	[4]
Involves Anchors	32	[4]
Has DC Mode	0.316	[4]
Optimizes Throughput	Parameter Budget	[5]
Uses Sinusoidal Fallback With Rope	true	[5]
Has Fewer Params	24% fewer	[5]
Has19 Percent Speed Advantage	Spectral	[5]
Has Higher Early Variance	true	[5]
Is Sparser	Spectral	[5]
Is Faster	Spectral	[5]
Has Dominant H0 in L1	true	[5]
Represents Same Signal	Spectral	[5]
Has Uniform Distribution Across Blocks	R Values	[5]
Has Distributed Representation	true	[5]
Has Bottleneck	6K tok/s	[6]
Exists As Model	true	[6]
Provides Better Long Range Coupling Than	Spectralattention	[7]
Aligns With Native Physics	Antenna	[8]
Avoids Hard Discretization	Implementation	[8]
Enables Stable Attractors	Without Discretization	[8]
Fits Core Issue	Transport Works Identity Does Not	[8]
Is Key Conceptual Answer	Current Problem	[8]
Is Much Closer to	Antenna Native Physics	[8]
Provides Very Strong Fit	Current Problem	[8]
Should Now Be Fired	Next Action	[8]
Suggests Way to Add	Stable Finite Identity Attractors	[8]
Efficient to Train	way smaller faster to train	[9]
Smaller Than	Comparable Models	[9]
Was Solid	pretty solid	[9]
References Known Model	Anchor Kan	[9]
Scales Well	Chatgpt	[9]
Faster to Train Than	Comparable Models	[9]
Shows No Negative Things	didn't show any really negative things	[9]
Is Slower by Large Margin	Grouped1	[10]
Has Sync Hub Location	Block 9	[12]
Has Sync Strength	0.561	[12]
Has Baseline Throughput	6000	[12]
Has Throughput Unit	Tok S	[12]
Has Performance Characteristic	Slow Speed	[12]
Has Slowness Reason	Causal Cumsum Operation	[12]
Outputs Style	Punctuation Loaded Style	[14]
Outputs Sample Text	Anchorkan Output Sample	[14]
Has Learning Gap	Punctuation Usage Knowledge Gap	[14]
Dominates Every Output	true	[14]
Appears in	Code Block	[14]
Outputs Sample	Anchorkan Output Sample	[14]
Follows	Spectral	[14]
Output Characteristic	heavily punctuation-loaded	[14]
Punctuation Types	commas, periods, dashes, parentheses	[14]
Example Output	the, – for well on the to	[14]
Has Deficit	hasn't learned when to use	[14]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

82 undated

—

hasLinearTimeTrainingblah/watt-activation/part-71

ex:training

—

recoversblah/watt-activation/part-71

ex:near-quadratic-kan-quality

—

hasConstantSizeDecodeCacheblah/watt-activation/part-71

ex:decode

—

enablesPublicationblah/watt-activation/part-71

ex:research-thesis

—

competitiveQualityblah/watt-activation/part-71

ex:kan

—

superiorEfficiencyblah/watt-activation/part-71

ex:kan

—

atSimilarScaleblah/watt-activation/part-105

ex:their-model

—

demonstratesCompileBenefitsblah/watt-activation/part-105

ex:throughput

—

existsPriorRunblah/watt-activation/part-153

ex:anchor-kan-65k-run

—

hasTokSblah/watt-activation/part-221

6000

—

hasSyncHubblah/watt-activation/part-221

ex:block-9

—

hasRHubblah/watt-activation/part-221

0.561

—

hasSlowTokSblah/watt-activation/part-221

6000

—

computesblah/watt-activation/part-221

ex:kan-spline-evaluation

—

computesblah/watt-activation/part-221

ex:o-nm-causal-cumsum

—

involvesHeadsblah/watt-activation/part-221

—

involvesDimensionblah/watt-activation/part-221

768

—

involvesAnchorsblah/watt-activation/part-221

—

hasDcModeblah/watt-activation/part-221

0.316

—

optimizesThroughputblah/watt-activation/part-236

ex:parameter-budget

—

usesSinusoidalFallbackWithRopeblah/watt-activation/part-236

true

—

hasFewerParamsblah/watt-activation/part-236

24% fewer

—

has19PercentSpeedAdvantageblah/watt-activation/part-236

ex:spectral

—

hasHigherEarlyVarianceblah/watt-activation/part-236

true

—

isSparserblah/watt-activation/part-236

ex:spectral

—

isFasterblah/watt-activation/part-236

ex:spectral

—

hasDominantH0InL1blah/watt-activation/part-236

true

—

representsSameSignalblah/watt-activation/part-236

ex:spectral

—

hasUniformDistributionAcrossBlocksblah/watt-activation/part-236

ex:r-values

—

hasDistributedRepresentationblah/watt-activation/part-236

true

—

hasBottleneckblah/watt-activation/part-223

6K tok/s

—

existsAsModelblah/watt-activation/part-223

true

—

providesBetterLongRangeCouplingThanblah/watt-activation/part-313

ex:spectralattention

—

alignsWithNativePhysicsblah/watt-activation/part-371

ex:antenna

—

avoidsHardDiscretizationblah/watt-activation/part-371

ex:implementation

—

enablesStableAttractorsblah/watt-activation/part-371

ex:without-discretization

—

fitsCoreIssueblah/watt-activation/part-371

ex:transport-works-identity-does-not

—

isKeyConceptualAnswerblah/watt-activation/part-371

ex:current-problem

—

isMuchCloserToblah/watt-activation/part-371

ex:antenna-native-physics

—

providesVeryStrongFitblah/watt-activation/part-371

ex:current-problem

—

shouldNowBeFiredblah/watt-activation/part-371

ex:next-action

—

suggestsWayToAddblah/watt-activation/part-371

ex:stable-finite-identity-attractors

—

efficientToTrainblah/watt-activation/part-381

way smaller faster to train

—

smallerThanblah/watt-activation/part-381

ex:comparable-models

—

wasSolidblah/watt-activation/part-381

pretty solid

—

referencesKnownModelblah/watt-activation/part-381

ex:anchor-kan

—

scalesWellblah/watt-activation/part-381

ex:chatgpt

—

fasterToTrainThanblah/watt-activation/part-381

ex:comparable-models

—

showsNoNegativeThingsblah/watt-activation/part-381

didn't show any really negative things

—

isSlowerByLargeMarginblah/watt-activation/part-103

ex:grouped1

—

typeblah/watt-activation/71

ex:ModelArchitecture

—

labelblah/watt-activation/71

anchor-KAN

—

typeblah/watt-activation/220

ex:AttentionConfiguration

—

labelblah/watt-activation/220

anchor_kan

—

hasSyncHubLocationblah/watt-activation/220

ex:block-9

—

hasSyncStrengthblah/watt-activation/220

0.561

—

hasBaselineThroughputblah/watt-activation/220

6000

—

hasThroughputUnitblah/watt-activation/220

ex:tok-s

—

hasPerformanceCharacteristicblah/watt-activation/220

ex:slow-speed

—

hasSlownessReasonblah/watt-activation/220

ex:causal-cumsum-operation

—

labelblah/watt-activation/222

Anchor_kan

—

typeblah/watt-activation/222

ex:ModelArchitecture

—

labeldocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

AnchorKAN

—

typedocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:model-kind

—

outputsStyledocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:punctuation-loaded-style

—

outputsSampleTextdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:anchorkan-output-sample

—

dominatesOutputsWithdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:comma

—

dominatesOutputsWithdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:period

—

dominatesOutputsWithdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:dash

—

dominatesOutputsWithdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:parentheses

—

learneddocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:punctuation-commonness-claim

—

hasLearningGapdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:punctuation-usage-knowledge-gap

—

dominatesEveryOutputdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

true

—

appearsIndocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:code-block

—

outputsSampledocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:anchorkan-output-sample

—

followsdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:spectral

—

typedocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

ex:Model

—

outputCharacteristicdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

heavily punctuation-loaded

—

punctuationTypesdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

commas, periods, dashes, parentheses

—

exampleOutputdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

the, – for well on the to

—

learneddocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

punctuation is common

—

hasDeficitdocument/019a8f6a-d43b-40ba-afc1-247f4b73c3a5

hasn't learned when to use

References (14)

14 references

[1]Part 716 facts
ctx:discord/blah/watt-activation/part-71
[2]Part 1052 facts
ctx:discord/blah/watt-activation/part-105
[3]Part 1531 fact
ctx:discord/blah/watt-activation/part-153
[4]Part 22110 facts
ctx:discord/blah/watt-activation/part-221
[5]Part 23611 facts
ctx:discord/blah/watt-activation/part-236
[6]Part 2232 facts
ctx:discord/blah/watt-activation/part-223
[7]Part 3131 fact
ctx:discord/blah/watt-activation/part-313
[8]Part 3719 facts
ctx:discord/blah/watt-activation/part-371
[9]Part 3817 facts
ctx:discord/blah/watt-activation/part-381
[10]Part 1031 fact
ctx:discord/blah/watt-activation/part-103
[11]712 facts
ctx:discord/blah/watt-activation/71
- full textwatt-activation-71
  text/plain2 KBdoc:agent/watt-activation-71/82bde084-e631-42b5-99fe-0a0a8898ac2b
  Show excerpt
  [2026-03-07 17:14] xenonfun: ``` [E_mhkan_h5] iter 4000/10000 | avg_loss=4.7613 | PPL=116.9 | r=0.000 | E=0.000 | clusters=0 | 130 it/s (66.7K tok/s) │ │ [E_mhkan_h5] iter 6000/10000 | avg_loss=4.6…
[12]2208 facts
ctx:discord/blah/watt-activation/220
- full textwatt-activation-220
  text/plain3 KBdoc:agent/watt-activation-220/5c7f4a28-90e7-46de-ae1e-9e19a58c8d65
  Show excerpt
  [2026-03-11 04:42] xenonfun: FFN DFT — much richer specialization than spectral: ``` ┌─────┬───────┬────────┬────────────────┬────────────────┐ │ blk │ r │ FFN DC │ dominant mode │ pattern │ ├─────┼───────┼────────┼───────…
[13]2222 facts
ctx:discord/blah/watt-activation/222
- full textwatt-activation-222
  text/plain3 KBdoc:agent/watt-activation-222/d8201f0f-b5d1-4b50-9f4e-2aca2c0d4c1e
  Show excerpt
  [2026-03-11 05:02] xenonfun: ⏺ mx.compile with RotationalAdamW is a dead end — the optimizer creates new array objects on each step, so inputs=[model.state] captures stale references. The error "array without primitive" is exactly what CL…
[14]019a8f6a D43b 40ba Afc1 247f4b73c3a520 facts
ctx:claims/document/019a8f6a-d43b-40ba-afc1-247f4b73c3a5
- full textxenonfun: well not that much speed up 46K now peak, think its memory bound already. 8K voc
  text/plain680 Bdiscord:msg/a3126764-fdd1-42f8-9653-a5170ea5bdef
  Show excerpt
  xenonfun: well not that much speed up 46K now peak, think its memory bound already. 8K vocab is signifigantly worse output at same training but makes sense, model was too lopsided with that much embeddings, but at 100K it did observe intere…

Keep researching

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AnchorKAN

Inbound mentions (55)

dominatesOutputOfDominates Output of(4)

advocatesFiringAdvocates Firing(1)

advocatesForImplementationAdvocates for Implementation(1)

assertsSubjectAsserts Subject(1)

assumesKnowledgeOfAssumes Knowledge of(1)

believesAnchorKanBetterForDeploymentsBelieves Anchor Kan Better for Deployments(1)

benefitsFromConstantSizeBenefits From Constant Size(1)

benefitsFromLinearTimeBenefits From Linear Time(1)

comparesPplCompares Ppl(1)

comparesTokPerSCompares Tok Per S(1)

containsModelContains Model(1)

contrastsWithContrasts With(1)

evaluatesAsBetterThroughputTradeoffEvaluates As Better Throughput Tradeoff(1)

frequentInOutputsOfFrequent in Outputs of(1)

has26PercentPplGapHas26 Percent Ppl Gap(1)

hasArchitecturallyDifferentRepresentationHas Architecturally Different Representation(1)

hasAutoFallbackHas Auto Fallback(1)

hasExperienceWithHas Experience With(1)

hasHigherBetaHas Higher Beta(1)

hasImplementedAndTestedHas Implemented and Tested(1)

hasMemberHas Member(1)

hasSmootherConvergenceHas Smoother Convergence(1)

hasSparserPatternHas Sparser Pattern(1)

hasSyncHubRoleForConfigHas Sync Hub Role for Config(1)

hasWorsePplHas Worse Ppl(1)

hedgesComparisonHedges Comparison(1)

heldByHeld by(1)

impliesWorsePplImplies Worse Ppl(1)

isCoreInnovationIs Core Innovation(1)

isGapOfIs Gap of(1)

isKeyBenefitIs Key Benefit(1)

isNotMasteredByIs Not Mastered by(1)

isOutputOfIs Output of(1)

isStyleOfIs Style of(1)

learnedByLearned by(1)

mentionsMentions(1)

mentionsTopicMentions Topic(1)

partOfPart of(1)

precedesPrecedes(1)

presupposesExistenceOfPresupposes Existence of(1)

reachesHigherFinalOrderReaches Higher Final Order(1)

reachesSameDcSyncStrengthAsReaches Same DC Sync Strength As(1)

referencesKnownModelReferences Known Model(1)

reportsParamReductionReports Param Reduction(1)

reportsSysRReports Sys R(1)

reportsUniformRReports Uniform R(1)

reportsVarianceReports Variance(1)

syncHubPrecedesSync Hub Precedes(1)

trainsVariantTrains Variant(1)

wouldBeFasterThanWould Be Faster Than(1)

wouldHelpWould Help(1)

wouldHelpPerformanceOfWould Help Performance of(1)

Other facts (78)

Timeline

References (14)

See also

Keep researching

`dominatesOutputOf`Dominates Output of(4)

`advocatesFiring`Advocates Firing(1)

`advocatesForImplementation`Advocates for Implementation(1)

`assertsSubject`Asserts Subject(1)

`assumesKnowledgeOf`Assumes Knowledge of(1)

`believesAnchorKanBetterForDeployments`Believes Anchor Kan Better for Deployments(1)

`benefitsFromConstantSize`Benefits From Constant Size(1)

`benefitsFromLinearTime`Benefits From Linear Time(1)

`comparesPpl`Compares Ppl(1)

`comparesTokPerS`Compares Tok Per S(1)

`containsModel`Contains Model(1)

`contrastsWith`Contrasts With(1)

`evaluatesAsBetterThroughputTradeoff`Evaluates As Better Throughput Tradeoff(1)

`frequentInOutputsOf`Frequent in Outputs of(1)

`has26PercentPplGap`Has26 Percent Ppl Gap(1)

`hasArchitecturallyDifferentRepresentation`Has Architecturally Different Representation(1)

`hasAutoFallback`Has Auto Fallback(1)

`hasExperienceWith`Has Experience With(1)

`hasHigherBeta`Has Higher Beta(1)

`hasImplementedAndTested`Has Implemented and Tested(1)

`hasMember`Has Member(1)

`hasSmootherConvergence`Has Smoother Convergence(1)

`hasSparserPattern`Has Sparser Pattern(1)

`hasSyncHubRoleForConfig`Has Sync Hub Role for Config(1)

`hasWorsePpl`Has Worse Ppl(1)

`hedgesComparison`Hedges Comparison(1)

`heldBy`Held by(1)

`impliesWorsePpl`Implies Worse Ppl(1)

`isCoreInnovation`Is Core Innovation(1)

`isGapOf`Is Gap of(1)

`isKeyBenefit`Is Key Benefit(1)

`isNotMasteredBy`Is Not Mastered by(1)

`isOutputOf`Is Output of(1)

`isStyleOf`Is Style of(1)

`learnedBy`Learned by(1)

`mentions`Mentions(1)

`mentionsTopic`Mentions Topic(1)

`partOf`Part of(1)

`precedes`Precedes(1)

`presupposesExistenceOf`Presupposes Existence of(1)

`reachesHigherFinalOrder`Reaches Higher Final Order(1)

`reachesSameDcSyncStrengthAs`Reaches Same DC Sync Strength As(1)

`referencesKnownModel`References Known Model(1)

`reportsParamReduction`Reports Param Reduction(1)

`reportsSysR`Reports Sys R(1)

`reportsUniformR`Reports Uniform R(1)

`reportsVariance`Reports Variance(1)

`syncHubPrecedes`Sync Hub Precedes(1)

`trainsVariant`Trains Variant(1)

`wouldBeFasterThan`Would Be Faster Than(1)

`wouldHelp`Would Help(1)

`wouldHelpPerformanceOf`Would Help Performance of(1)