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.
Mostly:rdf:type(5), functions as(3), acts as(3)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound 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)
- Lohe Spherical
ex:lohe-spherical - Spectral
ex:spectral
immediatelyAntiSynchronizesAgainstImmediately Anti Synchronizes Against(2)
alignInAlign in(1)
- Ring Oscillators
ex:ring-oscillators
antiSynchronizesAgainstAnti Synchronizes Against(1)
- Block 11
ex:block-11
antiSynchronizesWithAnti Synchronizes With(1)
- Block 11
ex:block-11
atLocationAt Location(1)
- DC Mode Dominance
ex:dc-mode-dominance
contrastsWithContrasts With(1)
- Block 9
ex:block-9
degradesAtDegrades at(1)
- Difficulty Signal
ex:difficulty-signal
describesBlockDescribes Block(1)
- Block Analysis Run 1
ex:block-analysis-run-1
hasCorrelationWithHas Correlation With(1)
- Block 6
ex:block-6
hasCosineSimilarityWithHas Cosine Similarity With(1)
- Block 6
ex:block-6
hasPartHas Part(1)
- Output Triad
ex:output-triad
hasSyncHubLocationHas Sync Hub Location(1)
- Spectral
ex:spectral
highPassFiltersHigh Pass Filters(1)
- Block 11
ex:block-11
identifiedAsIdentified As(1)
- Hub
ex:hub
includesIncludes(1)
- Output Triad
ex:output-triad
isIs(1)
- Hub
ex:hub
isNotConcentratedAtIs Not Concentrated at(1)
- Difficulty Signal
ex:difficulty-signal
locatedOnLocated on(1)
- Probe Head
ex:probe-head
movedFromMoved From(1)
- Shift of Sync Hub
ex:shift-of-sync-hub
occursAtOccurs at(1)
- DC Synchronization
ex:dc-synchronization
originatesFromBlockOriginates From Block(1)
- 32d Sync Embedding
ex:32d-sync-embedding
performedByPerformed by(1)
- Synchronization Function
ex:synchronization-function
preparedByBlock10Prepared by Block10(1)
- Vocabulary Distribution
ex:vocabulary-distribution
previouslyAtPreviously at(1)
- Sync Hub
ex:sync-hub
reactsImmediatelyToReacts Immediately to(1)
- Block 11
ex:block-11
refersToBlockRefers to Block(1)
- Hub Encodes Difficulty Hypothesis
ex:hub-encodes-difficulty-hypothesis
relatesViaFunctionalPatternRelates Via Functional Pattern(1)
- Block 9
ex:block-9
seenInSeen in(1)
- DC Mode Dominance
ex:dc-mode-dominance
shiftedFromShifted From(1)
- Sync Hub
ex:sync-hub
sitsBetweenSits Between(1)
- Block 11
ex:block-11
spontaneousEmergenceSpontaneous Emergence(1)
- Block Differentiation Run 1
ex:block-differentiation-run-1
tracksEmergenceTracks Emergence(1)
- Trajectory Run 1
ex:trajectory-run-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.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Model Block | [14] |
| Rdf:type | Network Layer | [15] |
| Rdf:type | Model Block | [17] |
| Rdf:type | Network Block | [18] |
| Rdf:type | Block | [21] |
| Functions As | Synchronization Hub | [7] |
| Functions As | sync hub | [17] |
| Functions As | DC Sync Hub | [20] |
| Acts As | Emergent Synchronization Hub | [8] |
| Acts As | Synchronization Hub | [10] |
| Acts As | mean-field-synchronization-hub | [11] |
| Precedes Functionally | Block 11 | [2] |
| Precedes Functionally | Block 11 | [8] |
| Emerges Spontaneously As | Mean Field Synchronization Hub | [2] |
| Emerges Spontaneously As | Mean Field Synchronization Hub | [8] |
| Has R Value | 0.56 | [2] |
| Has R Value | 0.56 | [11] |
| Has Accuracy | 0.533 | [4] |
| Has Accuracy | 0.533 | [18] |
| Collapses Sequence to | Compact Mean Field Representation | [8] |
| Collapses Sequence to | Compact Mean Field Representation | [14] |
| Computes | Global Mean Field Readout | [8] |
| Computes | Global Mean Field Readout | [14] |
| Collapses to | DC Kuramoto Attractor | [8] |
| Collapses to | DC Kuramoto Mode | [14] |
| Has Pattern | DC dominant = full synchronization | [10] |
| Has Pattern | Weaker Sync Attempt | [12] |
| Has Sync Hub Role for Config | Spectral | [15] |
| Has Sync Hub Role for Config | Lohe Spherical | [15] |
| Changed Between | Step 100 Record | [20] |
| Changed Between | Step 200 Record | [20] |
| Has Beta | 29.66 | [1] |
| Presupposes Synchronization Hub Role | Mean Field Synchronization Hub | [2] |
| Emergence Evaluated Spontaneous | spontaneous | [2] |
| Acts As Hub for | Full Ring Run 1 | [2] |
| Has Ffndc Mode Value | 0.315 | [2] |
| Causes Collapse of | Full Ring Run 1 | [2] |
| Has H Spec Value | 0.84 | [2] |
| Exhibits Pattern | Pattern DC Synchronization All Ring Oscillators Aligned | [2] |
| Layer Level | L 2 | [3] |
| Holds Signal | Difficulty Signal | [3] |
| Has Block Number | 10 | [4] |
| Has DC Synchronization | Block 10 DC Synchronization | [4] |
| Specializes in Generation Prep | null | [4] |
| Part of Output Triad | null | [4] |
| Labeled As Sync Hub L2 | null | [4] |
| Has Lift | 0.175 | [4] |
| Jumps to Value | 0.427 | [5] |
| Locks As | DC Sync Hub | [5] |
| Shows DC Dominance Emergence | null | [6] |
| Is Penultimate Block | True | [8] |
| Synchronizes | True | [8] |
| Is Hub | Hub | [9] |
| Has Rotated to | Different Near Orthogonal Subspace | [9] |
| Has Value | 0.56 | [10] |
| Has DC Mode Power | 0.315 | [10] |
| Spontaneously Develops | Ring Mean Field Synchronization | [10] |
| Involves | Oscillators | [10] |
| Precedes | Output Layer | [10] |
| Has Spectral Entropy | 0.84 | [11] |
| Has Ffndc Mode | 0.315 | [11] |
| Has Pattern Description | DC synchronization — all ring oscillators aligned | [11] |
| Emerges Spontaneously | true | [11] |
| Causes | dc-kuramoto-mode-collapse | [11] |
| Constitutes | stable-reproducible-attractor-state | [11] |
| Is Not | noise | [11] |
| Member of | functional-output-triad | [11] |
| Has Function | synchronizes | [11] |
| Triggers Event | full-ring-collapse | [11] |
| Has Dominant Mode | dc-mode | [11] |
| R Trajectory Sequence | 0.352 | [12] |
| R Trajectory Peak | 0.461 | [12] |
| R Trajectory End | 0.385 | [12] |
| Has H Spec | 0.991 | [12] |
| Has Peak Ffndc | 0.148 | [12] |
| Peaks at R | 0.461 | [12] |
| Undergoes Partial Decoherence | Itself | [12] |
| Has Beta Value | 29.66 | [13] |
| Differs in Beta From | Blocks 0 8 | [13] |
| Only Real Variation | true | [13] |
| Emerges As | Mean Field Synchronization Hub | [14] |
| Functional Role | Synchronizes | [14] |
| Is Genuinely Significant Finding | True | [14] |
| Relates Via Functional Pattern | Block 11 | [14] |
| DC Synchronizes | True | [14] |
| Spontaneously Collapses to | DC Kuramoto Attractor | [14] |
| Is Located at Position | Penultimate Block | [14] |
| Action Occurs Before | Final Linear Readout | [14] |
| Has Correlation Coefficient for Spectral | 0.56 | [15] |
| Has DC Mode for Spectral | 0.315 | [15] |
| Has Correlation Coefficient for Lohe Spherical | 0.385 | [15] |
| Has DC Mode for Lohe Spherical | 0.148 | [15] |
| Has Component | Ffn Output | [16] |
| Layer Identifier | L-2 | [17] |
| Mode | DC Kuramoto mode | [17] |
| Has Block Index | 10 | [18] |
| Has Accuracy Lift | 0.175 | [18] |
| Has Note | SYNC HUB (L-2) | [18] |
| Does Not Concentrate | Difficulty Signal | [18] |
| Has Feature | DC 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.
References (21)
ctx:discord/blah/watt-activation/part-220ctx:discord/blah/watt-activation/part-218ctx:discord/blah/watt-activation/part-225ctx:discord/blah/watt-activation/part-226ctx:discord/blah/watt-activation/part-228ctx:discord/blah/watt-activation/part-229ctx:discord/blah/watt-activation/part-223ctx:discord/blah/watt-activation/part-222ctx:discord/blah/watt-activation/part-227ctx:discord/blah/watt-activation/212- full textwatt-activation-212text/plain3 KB
doc:agent/watt-activation-212/6835fc9f-e8f3-4cfe-b6ab-3f16b5dbc7d2Show 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…
ctx:discord/blah/watt-activation/217- full textwatt-activation-217text/plain2 KB
doc:agent/watt-activation-217/93d7d78c-41c4-4a69-9079-7a4a7a936d1fShow 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…
ctx:discord/blah/watt-activation/218- full textwatt-activation-218text/plain2 KB
doc:agent/watt-activation-218/8c31d20c-8693-4814-8ac3-e83806d6ce35Show 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. ``` ┌─────┬───────────────────┬───────────┬─────────────┬─…
ctx:discord/blah/watt-activation/219- full textwatt-activation-219text/plain3 KB
doc:agent/watt-activation-219/c4912ff6-d2ed-42a3-a8a7-43eb7014e9ecShow 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 …
ctx:discord/blah/watt-activation/221- full textwatt-activation-221text/plain3 KB
doc:agent/watt-activation-221/e0005456-0b09-4b84-acc8-f25edcea5058Show 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…
ctx:discord/blah/watt-activation/220- full textwatt-activation-220text/plain3 KB
doc:agent/watt-activation-220/5c7f4a28-90e7-46de-ae1e-9e19a58c8d65Show excerpt
[2026-03-11 04:42] xenonfun: FFN DFT — much richer specialization than spectral: ``` ┌─────┬───────┬────────┬────────────────┬────────────────┐ │ blk │ r │ FFN DC │ dominant mode │ pattern │ ├─────┼───────┼────────┼───────…
ctx:discord/blah/watt-activation/222- full textwatt-activation-222text/plain3 KB
doc:agent/watt-activation-222/d8201f0f-b5d1-4b50-9f4e-2aca2c0d4c1eShow 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…
ctx:discord/blah/watt-activation/224- full textwatt-activation-224text/plain2 KB
doc:agent/watt-activation-224/8e55318a-1378-4058-acb4-284b7135cfdcShow 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…
ctx:discord/blah/watt-activation/225- full textwatt-activation-225text/plain2 KB
doc:agent/watt-activation-225/9b15ed6a-4fd9-4458-9e17-1e0372b5a3e0Show 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…
ctx:discord/blah/watt-activation/226- full textwatt-activation-226text/plain2 KB
doc:agent/watt-activation-226/2cdeaf5e-92ba-4f5c-855d-1846c41ec9d5Show 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…
ctx:discord/blah/watt-activation/227- full textwatt-activation-227text/plain2 KB
doc:agent/watt-activation-227/68739c39-b81e-46d6-a743-64f53964d850Show 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, …
ctx:discord/blah/watt-activation/310- full textwatt-activation-310text/plain2 KB
doc:agent/watt-activation-310/def19978-e389-42a5-b76d-effa98546fcfShow 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…
See also
- Block 11
- Mean Field Synchronization Hub
- Full Ring Run 1
- Pattern DC Synchronization All Ring Oscillators Aligned
- L 2
- Difficulty Signal
- Block 10 DC Synchronization
- DC Sync Hub
- Synchronization Hub
- Compact Mean Field Representation
- True
- Global Mean Field Readout
- Emergent Synchronization Hub
- DC Kuramoto Attractor
- Hub
- Different Near Orthogonal Subspace
- Ring Mean Field Synchronization
- Oscillators
- Output Layer
- Weaker Sync Attempt
- Itself
- Blocks 0 8
- Model Block
- DC Kuramoto Mode
- Synchronizes
- Penultimate Block
- Final Linear Readout
- Network Layer
- Spectral
- Lohe Spherical
- Ffn Output
- Network Block
- DC Synchronization
- Something Else Entirely
- Block 6
- Step 100 Record
- Step 200 Record
- Block
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