phase coupling

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

phase coupling has 39 facts recorded in Dontopedia across 11 references, with 6 live disagreements.

39 facts·32 predicates·11 sources·6 in dispute

Mostly:organizes(2), gives better oscillator organization(2), improves(2)

Inbound mentions (25)

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.

`includes`Includes(3)

Lohe Inductive Biasex:lohe-inductive-bias
Lohe Inductive Biasex:lohe-inductive-bias
Task 1ex:task-1

`deltaWinner`Delta Winner(2)

Capacity Metricex:capacity-metric
Snr Metricex:snr-metric

`areMoreOrganizedWith`Are More Organized With(1)

Oscillatorsex:oscillators

`combinesGeodesicExpMapWith`Combines Geodesic Exp Map With(1)

Combined Versionex:combined-version

`computes`Computes(1)

Kuramoto Sync Methodex:_kuramoto_sync-method

`decreasedIn`Decreased in(1)

Rs Metricex:rs-metric

`embodiesPeriodicPrinciple`Embodies Periodic Principle(1)

Circular Bsplineex:circular-bspline

`enables`Enables(1)

Theta Oscillationsex:theta-oscillations

`enablesFeature`Enables Feature(1)

Theta Oscillationex:theta-oscillation

`enumeratesBenefits`Enumerates Benefits(1)

Points 1 4ex:points-1-4

`hasLowerValueIn`Has Lower Value in(1)

Rs Metricex:rs-metric

`hasNaturalPhaseDependence`Has Natural Phase Dependence(1)

Tangent Vectorex:tangent-vector

`hasSlightlyBetterBPBThan`Has Slightly Better Bpb Than(1)

Baseline Fixed Kappaex:baseline-fixed-kappa

`holdsOptimisticStanceOn`Holds Optimistic Stance on(1)

Xenonfunex:xenonfun

`implicatesOverallSuperiority`Implicates Overall Superiority(1)

Phase Winsex:phase-wins

`improvesWith`Improves With(1)

Snrex:snr

`includesFeature`Includes Feature(1)

Current Run Configex:current-run-config

`increasesBy38PercentWith`Increases By38 Percent With(1)

Capacityex:capacity

`is0.4PercentBetterThan`Is0.4 Percent Better Than(1)

Baseline Fixed Kappaex:baseline-fixed-kappa

`ontologicallyEquals`Ontologically Equals(1)

Tangent Magnitudeex:tangent-magnitude

`predictsImprovementOf`Predicts Improvement of(1)

Dyn H4 Predictionex:dyn-h4-prediction

`slightlyWorseIn`Slightly Worse in(1)

Bpb Metricex:bpb-metric

Other facts (37)

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.

37 facts

Predicate	Value	Ref
Organizes	Sequential Information	[1]
Organizes	Oscillators Coherently	[3]
Gives Better Oscillator Organization	Capacity Metric	[2]
Gives Better Oscillator Organization	Snr Metric	[2]
Improves	Capacity Metric	[2]
Improves	Snr Metric	[2]
Grows	Cross Client Connections	[7]
Grows	Cross Client Connection	[11]
Involves	Geodesic Sync	[11]
Involves	Dyn H4	[11]
Dramatically Better	Oscillator Organization	[2]
Superior in	Oscillator Dynamics	[2]
Organizes Oscillators	{}	[2]
Applies Large Forces to	Incoherent Groups	[3]
Has Zero Speed Cost	Compared to Baseline	[3]
Is Deontically Correct	Over Fixed Kappa	[3]
Wins on Metrics	Snr Capacity Throughput	[3]
Has Significantly Better Snr Than	Baseline Fixed Kappa	[4]
Improves As	Training Progresses	[4]
Has Capacity	3.3b	[4]
Has Bpb	2.875	[4]
Has Snr	-4.9dB	[4]
Has38 Percent Higher Capacity Than	Baseline Fixed Kappa	[4]
Organizes Oscillators More	Baseline Fixed Kappa	[4]
Measured at Step	300	[4]
Yields Higher Snr Than Baseline	+1.5dB	[5]
Provides Advantage Over	Fixed Kappa	[5]
Shows Consistently Better	Oscillator Dynamics	[5]
Yields Higher Capacity Than Baseline	+33%	[5]
Naturally Grows	Cross Connections	[6]
Uses	Dyn H4	[7]
Is	Geodesic Sync	[7]
Scope	Full Sequence	[8]
Mechanism	Cumulative Mean Adjustment	[8]
Enables Process	Sequential Organization	[9]
Rdf:type	Mechanism	[10]
Occurs During	Fine Tuning	[11]

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.

39 undated

—

organizesblah/watt-activation/part-383

ex:sequential-information

—

dramaticallyBetterblah/watt-activation/part-426

ex:oscillator-organization

—

superiorInblah/watt-activation/part-426

ex:oscillator-dynamics

—

givesBetterOscillatorOrganizationblah/watt-activation/part-426

ex:capacity-metric

—

givesBetterOscillatorOrganizationblah/watt-activation/part-426

ex:snr-metric

—

organizesOscillatorsblah/watt-activation/part-426

{}

—

improvesblah/watt-activation/part-426

ex:capacity-metric

—

improvesblah/watt-activation/part-426

ex:snr-metric

—

appliesLargeForcesToblah/watt-activation/part-427

ex:incoherent-groups

—

hasZeroSpeedCostblah/watt-activation/part-427

ex:compared-to-baseline

—

isDeonticallyCorrectblah/watt-activation/part-427

ex:over-fixed-kappa

—

organizesblah/watt-activation/part-427

ex:oscillators-coherently

—

winsOnMetricsblah/watt-activation/part-427

ex:snr-capacity-throughput

—

hasSignificantlyBetterSNRThanblah/watt-activation/part-425

ex:baseline-fixed-kappa

—

improvesAsblah/watt-activation/part-425

ex:training-progresses

—

hasCapacityblah/watt-activation/part-425

3.3b

—

hasBPBblah/watt-activation/part-425

2.875

—

hasSNRblah/watt-activation/part-425

-4.9dB

—

has38PercentHigherCapacityThanblah/watt-activation/part-425

ex:baseline-fixed-kappa

—

organizesOscillatorsMoreblah/watt-activation/part-425

ex:baseline-fixed-kappa

—

measuredAtStepblah/watt-activation/part-425

300

—

yieldsHigherSnrThanBaselineblah/watt-activation/part-428

+1.5dB

—

providesAdvantageOverblah/watt-activation/part-428

ex:fixed-kappa

—

showsConsistentlyBetterblah/watt-activation/part-428

ex:oscillator-dynamics

—

yieldsHigherCapacityThanBaselineblah/watt-activation/part-428

+33%

—

naturallyGrowsblah/watt-activation/part-435

ex:cross-connections

—

usesblah/watt-activation/part-436

ex:dyn-h4

—

isblah/watt-activation/part-436

ex:geodesic-sync

—

growsblah/watt-activation/part-436

ex:cross-client-connections

—

scopeblah/watt-activation/109

ex:full-sequence

—

mechanismblah/watt-activation/109

ex:cumulative-mean-adjustment

—

labelblah/watt-activation/381

phase coupling

—

enablesProcessblah/watt-activation/381

ex:sequential-organization

—

typeblah/watt-activation/424

ex:Mechanism

—

labelblah/watt-activation/434

Phase coupling

—

involvesblah/watt-activation/434

ex:geodesic-sync

—

involvesblah/watt-activation/434

ex:dyn-h4

—

growsblah/watt-activation/434

ex:cross-client-connection

—

occursDuringblah/watt-activation/434

ex:fine-tuning

References (11)

11 references

[1]Part 3831 fact
ctx:discord/blah/watt-activation/part-383
[2]Part 4267 facts
ctx:discord/blah/watt-activation/part-426
[3]Part 4275 facts
ctx:discord/blah/watt-activation/part-427
[4]Part 4258 facts
ctx:discord/blah/watt-activation/part-425
[5]Part 4284 facts
ctx:discord/blah/watt-activation/part-428
[6]Part 4351 fact
ctx:discord/blah/watt-activation/part-435
[7]Part 4363 facts
ctx:discord/blah/watt-activation/part-436
[8]1092 facts
ctx:discord/blah/watt-activation/109
- full textwatt-activation-109
  text/plain3 KBdoc:agent/watt-activation-109/4ebcaf29-8e8c-435b-91fc-5790f13dba4d
  Show excerpt
  [2026-03-08 21:13] xenonfun: ``` ⏺ All done. Here's the full summary of what the review found and fixed: Critical fixes: - _dtype_eps inconsistency — standardized all calls to use q_feat.dtype (not x.dtype) so forward/step match - Re…
[9]3812 facts
ctx:discord/blah/watt-activation/381
- full textwatt-activation-381
  text/plain3 KBdoc:agent/watt-activation-381/184349fd-7bc1-4a89-ae08-89b469117e85
  Show excerpt
  [2026-03-19 00:15] xenonfun: on occasion but generally session ahs been running like 16 hrs [2026-03-19 00:16] lisamegawatts: mine is always trying to weasel out of work i feel like [2026-03-19 00:45] lisamegawatts: ## Executive Summary Th…
[10]4241 fact
ctx:discord/blah/watt-activation/424
[11]4345 facts
ctx:discord/blah/watt-activation/434
- full textwatt-activation-434
  text/plain2 KBdoc:agent/watt-activation-434/ddc06865-c5ae-409c-bb5f-e56223a04acf
  Show excerpt
  [2026-03-20 06:51] xenonfun: asking about the The interesting part is Tier 4: Lohe-native FedSym. Block-diagonal fusion of oscillator groups + geodesic phase coupling growing cross-client connections + the complexity meter tracking which …

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phase coupling

Inbound mentions (25)

includesIncludes(3)

deltaWinnerDelta Winner(2)

areMoreOrganizedWithAre More Organized With(1)

combinesGeodesicExpMapWithCombines Geodesic Exp Map With(1)

computesComputes(1)

decreasedInDecreased in(1)

embodiesPeriodicPrincipleEmbodies Periodic Principle(1)

enablesEnables(1)

enablesFeatureEnables Feature(1)

enumeratesBenefitsEnumerates Benefits(1)

hasLowerValueInHas Lower Value in(1)

hasNaturalPhaseDependenceHas Natural Phase Dependence(1)

hasSlightlyBetterBPBThanHas Slightly Better Bpb Than(1)

holdsOptimisticStanceOnHolds Optimistic Stance on(1)

implicatesOverallSuperiorityImplicates Overall Superiority(1)

improvesWithImproves With(1)

includesFeatureIncludes Feature(1)

increasesBy38PercentWithIncreases By38 Percent With(1)

is0.4PercentBetterThanIs0.4 Percent Better Than(1)

ontologicallyEqualsOntologically Equals(1)

predictsImprovementOfPredicts Improvement of(1)

slightlyWorseInSlightly Worse in(1)

Other facts (37)

Timeline

References (11)

See also

Keep researching

`includes`Includes(3)

`deltaWinner`Delta Winner(2)

`areMoreOrganizedWith`Are More Organized With(1)

`combinesGeodesicExpMapWith`Combines Geodesic Exp Map With(1)

`computes`Computes(1)

`decreasedIn`Decreased in(1)

`embodiesPeriodicPrinciple`Embodies Periodic Principle(1)

`enables`Enables(1)

`enablesFeature`Enables Feature(1)

`enumeratesBenefits`Enumerates Benefits(1)

`hasLowerValueIn`Has Lower Value in(1)

`hasNaturalPhaseDependence`Has Natural Phase Dependence(1)

`hasSlightlyBetterBPBThan`Has Slightly Better Bpb Than(1)

`holdsOptimisticStanceOn`Holds Optimistic Stance on(1)

`implicatesOverallSuperiority`Implicates Overall Superiority(1)

`improvesWith`Improves With(1)

`includesFeature`Includes Feature(1)

`increasesBy38PercentWith`Increases By38 Percent With(1)

`is0.4PercentBetterThan`Is0.4 Percent Better Than(1)

`ontologicallyEquals`Ontologically Equals(1)

`predictsImprovementOf`Predicts Improvement of(1)

`slightlyWorseIn`Slightly Worse in(1)