coupling K

as donto believed on

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

coupling K has 44 facts recorded in Dontopedia across 14 references, with 6 live disagreements.

44 facts·30 predicates·14 sources·6 in dispute

Mostly:rdf:type(6), is structural(3), is structural constant(2)

Inbound mentions (4)

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.

`causeDivergence`Cause Divergence(1)

Packed Batchesex:packed-batches

`describesMetric`Describes Metric(1)

Dashboard Panel Row 3ex:dashboard-panel-row-3

`hasMember`Has Member(1)

Two Matricesex:two-matrices

`mentions`Mentions(1)

Log Entry 2026 03 12 08 11ex:log-entry-2026-03-12-08-11

Other facts (41)

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.

41 facts

Predicate	Value	Ref
Rdf:type	Structural Constant	[8]
Rdf:type	Metric	[10]
Rdf:type	Visualization Panel	[11]
Rdf:type	Visualization	[12]
Rdf:type	Visualization	[13]
Rdf:type	Hyperparameter	[14]
Is Structural	True	[6]
Is Structural	true	[9]
Is Structural	true	[11]
Is Structural Constant	True	[2]
Is Structural Constant	true	[8]
Has Value	0.176	[9]
Has Value	0.177	[14]
Is Learned	false	[9]
Is Learned	false	[11]
Approximate Value	0.17	[10]
Approximate Value	0.18	[10]
Differs From	Gate G	[1]
Computed Via	Coupling Computer	[1]
Shapes	Dynamics	[1]
Asks	who should influence whom's phase?	[1]
Not Updated	True	[2]
Locks to Value	~0.176	[3]
Confirms Fix	Anti Pattern	[3]
Barely Moves	True	[3]
Is Structural Not Learned	True	[3]
Is Middle Right Panel	true	[4]
Values Diverge Faster Than Before	true	[4]
Is Stable Across Blocks	~0.16-0.18	[5]
Shows No Runaway	true	[5]
Matches Expectation	True	[6]
Is Not Learned	True	[6]
Computed by	Coupling Computer	[7]
Function	Shapes Dynamics	[7]
Query	Influence Question	[7]
Is Not Updated	true	[8]
Applies to	All Blocks	[9]
Has Volatility	Low	[9]
Location in Layout	middle-right	[12]
Shows Feature	clear-divergence	[12]
Has Location	Middle Right Position	[13]

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.

44 undated

—

differsFromblah/watt-activation/part-65

ex:gate-g

—

computedViablah/watt-activation/part-65

ex:coupling-computer

—

shapesblah/watt-activation/part-65

ex:dynamics

—

asksblah/watt-activation/part-65

who should influence whom's phase?

—

isStructuralConstantblah/watt-activation/part-210

ex:true

—

notUpdatedblah/watt-activation/part-210

ex:true

—

locksToValueblah/watt-activation/part-233

~0.176

—

confirmsFixblah/watt-activation/part-233

ex:anti-pattern

—

barelyMovesblah/watt-activation/part-233

ex:true

—

isStructuralNotLearnedblah/watt-activation/part-233

ex:true

—

isMiddleRightPanelblah/watt-activation/part-250

true

—

valuesDivergeFasterThanBeforeblah/watt-activation/part-250

true

—

isStableAcrossBlocksblah/watt-activation/part-251

~0.16-0.18

—

showsNoRunawayblah/watt-activation/part-251

true

—

matchesExpectationblah/watt-activation/part-247

ex:true

—

isNotLearnedblah/watt-activation/part-247

ex:true

—

isStructuralblah/watt-activation/part-247

ex:true

—

computedByblah/watt-activation/65

ex:coupling-computer

—

functionblah/watt-activation/65

ex:shapes-dynamics

—

queryblah/watt-activation/65

ex:influence-question

—

typeblah/watt-activation/209

ex:StructuralConstant

—

isStructuralConstantblah/watt-activation/209

true

—

isNotUpdatedblah/watt-activation/209

true

—

hasValueblah/watt-activation/232

0.176

—

appliesToblah/watt-activation/232

ex:all-blocks

—

hasVolatilityblah/watt-activation/232

ex:low

—

isStructuralblah/watt-activation/232

true

—

isLearnedblah/watt-activation/232

false

—

typeblah/watt-activation/235

ex:Metric

—

labelblah/watt-activation/235

coupling K

—

approximateValueblah/watt-activation/235

0.17

—

approximateValueblah/watt-activation/235

0.18

—

typeblah/watt-activation/246

ex:VisualizationPanel

—

labelblah/watt-activation/246

Middle-right (Coupling K)

—

isStructuralblah/watt-activation/246

true

—

isLearnedblah/watt-activation/246

false

—

typeblah/watt-activation/248

ex:Visualization

—

locationInLayoutblah/watt-activation/248

middle-right

—

showsFeatureblah/watt-activation/248

clear-divergence

—

typeblah/watt-activation/249

ex:Visualization

—

labelblah/watt-activation/249

Coupling K (middle-right)

—

hasLocationblah/watt-activation/249

ex:middle-right-position

—

typeblah/watt-activation/351

ex:Hyperparameter

—

hasValueblah/watt-activation/351

0.177

References (14)

14 references

[1]Part 654 facts
ctx:discord/blah/watt-activation/part-65
[2]Part 2102 facts
ctx:discord/blah/watt-activation/part-210
[3]Part 2334 facts
ctx:discord/blah/watt-activation/part-233
[4]Part 2502 facts
ctx:discord/blah/watt-activation/part-250
[5]Part 2512 facts
ctx:discord/blah/watt-activation/part-251
[6]Part 2473 facts
ctx:discord/blah/watt-activation/part-247
[7]653 facts
ctx:discord/blah/watt-activation/65
- full textwatt-activation-65
  text/plain3 KBdoc:agent/watt-activation-65/3eb67599-95d0-41e7-8dbb-3ef5adce2574
  Show excerpt
  [2026-03-07 15:47] xenonfun: ``` What the simplification would lose The "near-zero-cost drop-in" claim is mostly right for a single-layer, single-step model. But there are structural features the Kuramoto architecture provides that a n…
[8]2093 facts
ctx:discord/blah/watt-activation/209
- full textwatt-activation-209
  text/plain2 KBdoc:agent/watt-activation-209/d7eabcf9-d506-432f-9a2c-b25cf5ef8ccd
  Show excerpt
  [2026-03-11 03:51] xenonfun: ```# coupling (K) and adjacency are structural constants — not updated. 598 + # v2: update harmonic_coeffs (G×H learned frequency weights) 599 + # v3: update mode_amplitudes (k scalars,…
[9]2325 facts
ctx:discord/blah/watt-activation/232
- full textwatt-activation-232
  text/plain3 KBdoc:agent/watt-activation-232/3c01e7f2-4764-4305-aaa5-72adde3c0ccb
  Show excerpt
  [2026-03-11 20:31] xenonfun: ## SpectralAttention vs. AnchorKAN (files: Screenshot_2026-03-11_at_4.31.27_PM.png) [2026-03-11 20:39] xenonfun: ``` ⏺ Here's what each panel is showing, with the interesting bits: --- Row 1 — Loss + Global…
[10]2354 facts
ctx:discord/blah/watt-activation/235
- full textwatt-activation-235
  text/plain2 KBdoc:agent/watt-activation-235/2b477fba-6b21-4139-a3e7-6c48c5dad99f
  Show excerpt
  [2026-03-11 22:42] xenonfun: ⏺ Done. Pushed 34b7246. Summary of what landed: - Results: anchor_kan best ppl 155.6 / 52K tok/s, spectral 116.4 / 43.7K tok/s - parallel prefill: 120× faster for spectral, auto-fallback for anchor_kan - …
[11]2464 facts
ctx:discord/blah/watt-activation/246
- full textwatt-activation-246
  text/plain3 KBdoc:agent/watt-activation-246/e98a7e00-4e3f-4e35-bccb-faff629fa820
  Show excerpt
  [2026-03-12 07:06] xenonfun: ```[03:04:05] step 2000/12432 16.1% txt=4.411(82ppl) img=0.000 aud=2.025 r=0.375 lr=4.79e-05 150ms 69,028tok/s [T:1000 I:0 A:1000] eta=26min VAL step 2000 loss=4.4035 ppl=81.7 * best [03:04:29] …
[12]2483 facts
ctx:discord/blah/watt-activation/248
- full textwatt-activation-248
  text/plain2 KBdoc:agent/watt-activation-248/aaa8be70-5afb-4a65-b9f4-713720917264
  Show excerpt
  [2026-03-12 08:11] xenonfun: ⏺ That's v3 epoch 1 (the full COCO+audio+text run). Notable evolution compared to earlier: r heatmap (top-left): Same block stratification — B0-B1 hot (r~0.5), B4-B5 cool (r~0.37). Stable throughout, no phase…
[13]2493 facts
ctx:discord/blah/watt-activation/249
- full textwatt-activation-249
  text/plain2 KBdoc:agent/watt-activation-249/8436e2be-67b0-44b5-9c54-97c19c68045d
  Show excerpt
  [2026-03-12 08:24] xenonfun: ⏺ Early packed phase data — only ~550 steps in but already showing interesting dynamics: r heatmap (top-left): Much more visible step-to-step fluctuation than the unpacked runs. The vertical striping pattern …
[14]3512 facts
ctx:discord/blah/watt-activation/351
- full textwatt-activation-351
  text/plain3 KBdoc:agent/watt-activation-351/a1067b53-0e70-4497-b6fc-75de08ee45fa
  Show excerpt
  [2026-03-16 22:01] xenonfun: still working on unshackling our dynamics from locking in, now that we removed most of the shackles claude put on it with non-manifold preserving operations for most of it. finally getting some movement, tho thi…

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coupling K

Inbound mentions (4)

causeDivergenceCause Divergence(1)

describesMetricDescribes Metric(1)

hasMemberHas Member(1)

mentionsMentions(1)

Other facts (41)

Timeline

References (14)

See also

Keep researching

`causeDivergence`Cause Divergence(1)

`describesMetric`Describes Metric(1)

`hasMember`Has Member(1)

`mentions`Mentions(1)