Dontopedia

Block 10

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

Block 10 has 112 facts recorded in Dontopedia across 21 references, with 8 live disagreements.

112 facts·87 predicates·21 sources·8 in dispute

Mostly:rdf:type(5), functions as(3), acts as(3)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (37)

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.

hasSyncHubHas Sync Hub(2)

immediatelyAntiSynchronizesAgainstImmediately Anti Synchronizes Against(2)

precedesFunctionallyPrecedes Functionally(2)

alignInAlign in(1)

antiSynchronizesAgainstAnti Synchronizes Against(1)

antiSynchronizesWithAnti Synchronizes With(1)

atLocationAt Location(1)

contrastsWithContrasts With(1)

degradesAtDegrades at(1)

describesBlockDescribes Block(1)

hasCorrelationWithHas Correlation With(1)

hasCosineSimilarityWithHas Cosine Similarity With(1)

hasPartHas Part(1)

hasSyncHubLocationHas Sync Hub Location(1)

highPassFiltersHigh Pass Filters(1)

identifiedAsIdentified As(1)

includesIncludes(1)

isIs(1)

isNotConcentratedAtIs Not Concentrated at(1)

locatedOnLocated on(1)

movedFromMoved From(1)

occursAtOccurs at(1)

originatesFromBlockOriginates From Block(1)

performedByPerformed by(1)

preparedByBlock10Prepared by Block10(1)

previouslyAtPreviously at(1)

reactsImmediatelyToReacts Immediately to(1)

refersToBlockRefers to Block(1)

relatesViaFunctionalPatternRelates Via Functional Pattern(1)

seenInSeen in(1)

shiftedFromShifted From(1)

sitsBetweenSits Between(1)

spontaneousEmergenceSpontaneous Emergence(1)

tracksEmergenceTracks Emergence(1)

Other facts (105)

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.

105 facts
PredicateValueRef
Rdf:typeModel Block[14]
Rdf:typeNetwork Layer[15]
Rdf:typeModel Block[17]
Rdf:typeNetwork Block[18]
Rdf:typeBlock[21]
Functions AsSynchronization Hub[7]
Functions Assync hub[17]
Functions AsDC Sync Hub[20]
Acts AsEmergent Synchronization Hub[8]
Acts AsSynchronization Hub[10]
Acts Asmean-field-synchronization-hub[11]
Precedes FunctionallyBlock 11[2]
Precedes FunctionallyBlock 11[8]
Emerges Spontaneously AsMean Field Synchronization Hub[2]
Emerges Spontaneously AsMean Field Synchronization Hub[8]
Has R Value0.56[2]
Has R Value0.56[11]
Has Accuracy0.533[4]
Has Accuracy0.533[18]
Collapses Sequence toCompact Mean Field Representation[8]
Collapses Sequence toCompact Mean Field Representation[14]
ComputesGlobal Mean Field Readout[8]
ComputesGlobal Mean Field Readout[14]
Collapses toDC Kuramoto Attractor[8]
Collapses toDC Kuramoto Mode[14]
Has PatternDC dominant = full synchronization[10]
Has PatternWeaker Sync Attempt[12]
Has Sync Hub Role for ConfigSpectral[15]
Has Sync Hub Role for ConfigLohe Spherical[15]
Changed BetweenStep 100 Record[20]
Changed BetweenStep 200 Record[20]
Has Beta29.66[1]
Presupposes Synchronization Hub RoleMean Field Synchronization Hub[2]
Emergence Evaluated Spontaneousspontaneous[2]
Acts As Hub forFull Ring Run 1[2]
Has Ffndc Mode Value0.315[2]
Causes Collapse ofFull Ring Run 1[2]
Has H Spec Value0.84[2]
Exhibits PatternPattern DC Synchronization All Ring Oscillators Aligned[2]
Layer LevelL 2[3]
Holds SignalDifficulty Signal[3]
Has Block Number10[4]
Has DC SynchronizationBlock 10 DC Synchronization[4]
Specializes in Generation Prepnull[4]
Part of Output Triadnull[4]
Labeled As Sync Hub L2null[4]
Has Lift0.175[4]
Jumps to Value0.427[5]
Locks AsDC Sync Hub[5]
Shows DC Dominance Emergencenull[6]
Is Penultimate BlockTrue[8]
SynchronizesTrue[8]
Is HubHub[9]
Has Rotated toDifferent Near Orthogonal Subspace[9]
Has Value0.56[10]
Has DC Mode Power0.315[10]
Spontaneously DevelopsRing Mean Field Synchronization[10]
InvolvesOscillators[10]
PrecedesOutput Layer[10]
Has Spectral Entropy0.84[11]
Has Ffndc Mode0.315[11]
Has Pattern DescriptionDC synchronization — all ring oscillators aligned[11]
Emerges Spontaneouslytrue[11]
Causesdc-kuramoto-mode-collapse[11]
Constitutesstable-reproducible-attractor-state[11]
Is Notnoise[11]
Member offunctional-output-triad[11]
Has Functionsynchronizes[11]
Triggers Eventfull-ring-collapse[11]
Has Dominant Modedc-mode[11]
R Trajectory Sequence0.352[12]
R Trajectory Peak0.461[12]
R Trajectory End0.385[12]
Has H Spec0.991[12]
Has Peak Ffndc0.148[12]
Peaks at R0.461[12]
Undergoes Partial DecoherenceItself[12]
Has Beta Value29.66[13]
Differs in Beta FromBlocks 0 8[13]
Only Real Variationtrue[13]
Emerges AsMean Field Synchronization Hub[14]
Functional RoleSynchronizes[14]
Is Genuinely Significant FindingTrue[14]
Relates Via Functional PatternBlock 11[14]
DC SynchronizesTrue[14]
Spontaneously Collapses toDC Kuramoto Attractor[14]
Is Located at PositionPenultimate Block[14]
Action Occurs BeforeFinal Linear Readout[14]
Has Correlation Coefficient for Spectral0.56[15]
Has DC Mode for Spectral0.315[15]
Has Correlation Coefficient for Lohe Spherical0.385[15]
Has DC Mode for Lohe Spherical0.148[15]
Has ComponentFfn Output[16]
Layer IdentifierL-2[17]
ModeDC Kuramoto mode[17]
Has Block Index10[18]
Has Accuracy Lift0.175[18]
Has NoteSYNC HUB (L-2)[18]
Does Not ConcentrateDifficulty Signal[18]
Has FeatureDC Synchronization[18]

Timeline

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.

hasBetablah/watt-activation/part-220
29.66
precedesFunctionallyblah/watt-activation/part-218
ex:block-11
emergesSpontaneouslyAsblah/watt-activation/part-218
ex:mean-field-synchronization-hub
presupposesSynchronizationHubRoleblah/watt-activation/part-218
ex:mean-field-synchronization-hub
emergenceEvaluatedSpontaneousblah/watt-activation/part-218
spontaneous
actsAsHubForblah/watt-activation/part-218
ex:full-ring-run-1
hasRValueblah/watt-activation/part-218
0.56
hasFFNDCModeValueblah/watt-activation/part-218
0.315
causesCollapseOfblah/watt-activation/part-218
ex:full-ring-run-1
hasHSpecValueblah/watt-activation/part-218
0.84
exhibitsPatternblah/watt-activation/part-218
ex:pattern-dc-synchronization-all-ring-oscillators-aligned
layerLevelblah/watt-activation/part-225
ex:l-2
holdsSignalblah/watt-activation/part-225
ex:difficulty-signal
hasBlockNumberblah/watt-activation/part-226
10
hasDcSynchronizationblah/watt-activation/part-226
ex:block-10-dc-synchronization
specializesInGenerationPrepblah/watt-activation/part-226
null
partOfOutputTriadblah/watt-activation/part-226
null
labeledAsSyncHubL2blah/watt-activation/part-226
null
hasAccuracyblah/watt-activation/part-226
0.533
hasLiftblah/watt-activation/part-226
0.175
jumpsToValueblah/watt-activation/part-228
0.427
locksAsblah/watt-activation/part-228
ex:dc-sync-hub
showsDcDominanceEmergenceblah/watt-activation/part-229
null
functionsAsblah/watt-activation/part-223
ex:synchronization-hub
collapsesSequenceToblah/watt-activation/part-222
ex:compact-mean-field-representation
isPenultimateBlockblah/watt-activation/part-222
ex:true
computesblah/watt-activation/part-222
ex:global-mean-field-readout
actsAsblah/watt-activation/part-222
ex:emergent-synchronization-hub
collapsesToblah/watt-activation/part-222
ex:dc-kuramoto-attractor
emergesSpontaneouslyAsblah/watt-activation/part-222
ex:mean-field-synchronization-hub
synchronizesblah/watt-activation/part-222
ex:true
precedesFunctionallyblah/watt-activation/part-222
ex:block-11
isHubblah/watt-activation/part-227
ex:hub
hasRotatedToblah/watt-activation/part-227
ex:different-near-orthogonal-subspace
labelblah/watt-activation/212
Block 10
hasValueblah/watt-activation/212
0.56
hasDCModePowerblah/watt-activation/212
0.315
hasPatternblah/watt-activation/212
DC dominant = full synchronization
spontaneouslyDevelopsblah/watt-activation/212
ex:ring-mean-field-synchronization
involvesblah/watt-activation/212
ex:oscillators
precedesblah/watt-activation/212
ex:output-layer
actsAsblah/watt-activation/212
ex:synchronization-hub
hasRValueblah/watt-activation/217
0.56
hasSpectralEntropyblah/watt-activation/217
0.84
hasFFNDCModeblah/watt-activation/217
0.315
hasPatternDescriptionblah/watt-activation/217
DC synchronization — all ring oscillators aligned
actsAsblah/watt-activation/217
mean-field-synchronization-hub
emergesSpontaneouslyblah/watt-activation/217
true
causesblah/watt-activation/217
dc-kuramoto-mode-collapse
constitutesblah/watt-activation/217
stable-reproducible-attractor-state
isNotblah/watt-activation/217
noise
memberOfblah/watt-activation/217
functional-output-triad
hasFunctionblah/watt-activation/217
synchronizes
triggersEventblah/watt-activation/217
full-ring-collapse
labelblah/watt-activation/217
Block 10
hasDominantModeblah/watt-activation/217
dc-mode
labelblah/watt-activation/218
Block 10
rTrajectorySequenceblah/watt-activation/218
0.352
rTrajectoryPeakblah/watt-activation/218
0.461
rTrajectoryEndblah/watt-activation/218
0.385
hasHSpecblah/watt-activation/218
0.991
hasPeakFFNDCblah/watt-activation/218
0.148
hasPatternblah/watt-activation/218
ex:weaker-sync-attempt
peaksAtRblah/watt-activation/218
0.461
undergoesPartialDecoherenceblah/watt-activation/218
ex:itself
hasBetaValueblah/watt-activation/219
29.66
differsInBetaFromblah/watt-activation/219
ex:blocks-0-8
onlyRealVariationblah/watt-activation/219
true
typeblah/watt-activation/221
ex:ModelBlock
labelblah/watt-activation/221
Block 10
emergesAsblah/watt-activation/221
ex:mean-field-synchronization-hub
collapsesToblah/watt-activation/221
ex:dc-kuramoto-mode
functionalRoleblah/watt-activation/221
ex:synchronizes
isGenuinelySignificantFindingblah/watt-activation/221
ex:true
relatesViaFunctionalPatternblah/watt-activation/221
ex:block-11
dcSynchronizesblah/watt-activation/221
ex:true
spontaneouslyCollapsesToblah/watt-activation/221
ex:dc-kuramoto-attractor
computesblah/watt-activation/221
ex:global-mean-field-readout
isLocatedAtPositionblah/watt-activation/221
ex:penultimate-block
collapsesSequenceToblah/watt-activation/221
ex:compact-mean-field-representation
actionOccursBeforeblah/watt-activation/221
ex:final-linear-readout
typeblah/watt-activation/220
ex:NetworkLayer
labelblah/watt-activation/220
block 10
hasSyncHubRoleForConfigblah/watt-activation/220
ex:spectral
hasSyncHubRoleForConfigblah/watt-activation/220
ex:lohe-spherical
hasCorrelationCoefficientForSpectralblah/watt-activation/220
0.56
hasDCModeForSpectralblah/watt-activation/220
0.315
hasCorrelationCoefficientForLoheSphericalblah/watt-activation/220
0.385
hasDCModeForLoheSphericalblah/watt-activation/220
0.148
labelblah/watt-activation/222
block 10
hasComponentblah/watt-activation/222
ex:ffn-output
layerIdentifierblah/watt-activation/224
L-2
typeblah/watt-activation/224
ex:ModelBlock
functionsAsblah/watt-activation/224
sync hub
modeblah/watt-activation/224
DC Kuramoto mode
typeblah/watt-activation/225
ex:NetworkBlock
hasBlockIndexblah/watt-activation/225
10
hasAccuracyblah/watt-activation/225
0.533
hasAccuracyLiftblah/watt-activation/225
0.175
hasNoteblah/watt-activation/225
SYNC HUB (L-2)
doesNotConcentrateblah/watt-activation/225
ex:difficulty-signal
hasFeatureblah/watt-activation/225
ex:dc-synchronization
labelblah/watt-activation/226
block 10
hasRoleblah/watt-activation/226
ex:hub
rotatedToblah/watt-activation/226
ex:different-near-orthogonal-subspace
capturesblah/watt-activation/226
ex:something-else-entirely
hasNegativeCorrelationWithblah/watt-activation/226
ex:block-6
jumpedToValueblah/watt-activation/227
0.427
changedBetweenblah/watt-activation/227
ex:step-100-record
changedBetweenblah/watt-activation/227
ex:step-200-record
functionsAsblah/watt-activation/227
ex:dc-sync-hub
typeblah/watt-activation/310
ex:Block

References (21)

21 references
  1. [1]Part 2201 fact
    ctx:discord/blah/watt-activation/part-220
  2. [2]Part 21810 facts
    ctx:discord/blah/watt-activation/part-218
  3. [3]Part 2252 facts
    ctx:discord/blah/watt-activation/part-225
  4. [4]Part 2267 facts
    ctx:discord/blah/watt-activation/part-226
  5. [5]Part 2282 facts
    ctx:discord/blah/watt-activation/part-228
  6. [6]Part 2291 fact
    ctx:discord/blah/watt-activation/part-229
  7. [7]Part 2231 fact
    ctx:discord/blah/watt-activation/part-223
  8. [8]Part 2228 facts
    ctx:discord/blah/watt-activation/part-222
  9. [9]Part 2272 facts
    ctx:discord/blah/watt-activation/part-227
  10. [10]2128 facts
    ctx:discord/blah/watt-activation/212
    • full textwatt-activation-212
      text/plain3 KBdoc:agent/watt-activation-212/6835fc9f-e8f3-4cfe-b6ab-3f16b5dbc7d2
      Show excerpt
      [2026-03-11 04:12] xenonfun: ``` ⏺ The sidecar data is very revealing! Let me respond to the designer message while the run finishes. --- On Omega's optimizer question: RotationalAdamW is exactly the geometry-aware rotation optimizer d
  11. [11]21714 facts
    ctx:discord/blah/watt-activation/217
    • full textwatt-activation-217
      text/plain2 KBdoc:agent/watt-activation-217/93d7d78c-41c4-4a69-9079-7a4a7a936d1f
      Show excerpt
      [2026-03-11 04:40] xenonfun: ⏺ Here's the full phase analysis across both completed runs: --- Phase Diagnostics — Designer Feedback Run 1: spectral+lohe_v3+RotAdamW (1000 steps) Network-level: global_r=0.108 (stable), β≈25, β_gat
  12. [12]2189 facts
    ctx:discord/blah/watt-activation/218
    • full textwatt-activation-218
      text/plain2 KBdoc:agent/watt-activation-218/8c31d20c-8693-4814-8ac3-e83806d6ce35
      Show excerpt
      [2026-03-11 04:40] xenonfun: --- Run 2: lohe_spherical+lohe_v3+RotAdamW (1000 steps) Network-level: global_r≈0.107, β≈25, β_gate flat at 0.119. Notably flatter than spectral. ``` ┌─────┬───────────────────┬───────────┬─────────────┬─
  13. [13]2193 facts
    ctx:discord/blah/watt-activation/219
    • full textwatt-activation-219
      text/plain3 KBdoc:agent/watt-activation-219/c4912ff6-d2ed-42a3-a8a7-43eb7014e9ec
      Show excerpt
      [2026-03-11 04:40] xenonfun: --- Three Things the β Signal Is Revealing 1. β_gate≈0.12 constant = the gate is not working. K=0.177 << K_c=1.33 means β≈25 throughout — we're so deep in the disordered phase that β never varies. To get
  14. [14]22113 facts
    ctx:discord/blah/watt-activation/221
    • full textwatt-activation-221
      text/plain3 KBdoc:agent/watt-activation-221/e0005456-0b09-4b84-acc8-f25edcea5058
      Show excerpt
      [2026-03-11 04:51] lisamegawatts: it goes to 11: Block 10 emerges spontaneously as a mean-field synchronization hub — the full ring collapses to the DC Kuramoto mode. Block 11 immediately anti-synchronizes against it (high-frequency ri
  15. [15]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 │ ├─────┼───────┼────────┼───────
  16. [16]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
  17. [17]2244 facts
    ctx:discord/blah/watt-activation/224
    • full textwatt-activation-224
      text/plain2 KBdoc:agent/watt-activation-224/8e55318a-1378-4058-acb4-284b7135cfdc
      Show excerpt
      [2026-03-11 05:11] xenonfun: no has zero wiring right now. ⏺ Results for the designer: The 32d sync embedding from block 10 (L-2) achieves 53.3% accuracy on loss-level prediction vs. 35.8% majority-class baseline — a +17.5pp lift wit
  18. [18]2257 facts
    ctx:discord/blah/watt-activation/225
    • full textwatt-activation-225
      text/plain2 KBdoc:agent/watt-activation-225/9b15ed6a-4fd9-4458-9e17-1e0372b5a3e0
      Show excerpt
      [2026-03-11 05:15] xenonfun: ⏺ Ablation complete. The result is more interesting than "hub wins": blk acc lift note 0 0.575 +0.217 ← input (BEST) 4 0.567 +0.208 3 0.558 +0.200 7 0.550 +0.192 ... 9
  19. [19]2265 facts
    ctx:discord/blah/watt-activation/226
    • full textwatt-activation-226
      text/plain2 KBdoc:agent/watt-activation-226/2cdeaf5e-92ba-4f5c-855d-1846c41ec9d5
      Show excerpt
      [2026-03-11 05:18] xenonfun: ⏺ The inter-layer graph confirms the designer's insight exactly: No edges above 0.5 — every block is nearly orthogonal to every other block. Mean cosine similarity across all layer distances is noise (±0.08
  20. [20]2274 facts
    ctx:discord/blah/watt-activation/227
    • full textwatt-activation-227
      text/plain2 KBdoc:agent/watt-activation-227/68739c39-b81e-46d6-a743-64f53964d850
      Show excerpt
      [2026-03-11 05:22] xenonfun: ⏺ The data shows it clearly. The gelation onset is between step 100 and step 200: step loss b9_r b10_r b11_r b10−b11 b9_disorder 100 11.80 0.363 0.347 0.362 −0.014 −0.016 ← symmetric,
  21. [21]3101 fact
    ctx:discord/blah/watt-activation/310
    • full textwatt-activation-310
      text/plain2 KBdoc:agent/watt-activation-310/def19978-e389-42a5-b76d-effa98546fcf
      Show excerpt
      [2026-03-15 00:34] xenonfun: ⏺ Good implementation. Here's my review: Topology-Aware AnchorKAN — Review What it does: - Adds 4 anchor graph topologies: complete (default/existing), ring, path, star - _anchor_topology_mask() builds

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