it

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

it has 27 facts recorded in Dontopedia across 13 references, with 3 live disagreements.

27 facts·18 predicates·13 sources·3 in dispute

Mostly:rdf:type(6), has property(2), implicature of(1)

Inbound mentions (21)

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.

`rdf:type`Rdf:type(6)

Cluster Healthex:cluster-health
Current Logging Stateex:current-logging-state
Heavy Load Conditionex:heavy-load-condition
Heavy System Loadex:heavy-system-load
Too Many Processesex:too-many-processes
Unoptimized Processesex:unoptimized-processes

`hasComponent`Has Component(2)

Context Componentsex:context-components
Context Weightsex:context-weights

`hasMember`Has Member(2)

Context Componentsex:context-components
Context Componentsex:context-components

`assignedTo`Assigned to(1)

System State Weightex:system-state-weight

`assumes`Assumes(1)

Turn 10097ex:turn-10097

`contains`Contains(1)

Context Componentsex:context-components

`containsValue`Contains Value(1)

Queryex:query

`enableRestoreOf`Enable Restore of(1)

Checkpointsex:checkpoints

`hasExample`Has Example(1)

Step 1ex:step-1

`hasKey`Has Key(1)

Weightsex:weights

`hasProperty`Has Property(1)

Queryex:query

`includes`Includes(1)

Context Componentsex:context-components

`isObservable`Is Observable(1)

R Globalex:r-global

`retrievesKey`Retrieves Key(1)

System State Weightex:system-state-weight

Other facts (24)

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.

24 facts

Predicate	Value	Ref
Rdf:type	State	[3]
Rdf:type	Software System	[9]
Rdf:type	Context Component	[10]
Rdf:type	Context Component	[11]
Rdf:type	Context Component	[12]
Rdf:type	Context Component	[13]
Has Property	Disordered	[6]
Has Property	Coherent	[6]
Implicature of	Ajaxdavis Message Restarting	[1]
Achieved Via	minimal tweaks	[2]
Operational Status	almost working as intended	[3]
Memory Status	Free	[4]
Is in Phase	Disordered Phase	[5]
Depth in Phase	deep	[5]
Relaxes to State	Stable Sub Critical State	[6]
Functionally Provides	Representation Diversity	[6]
Oscillation Status	enough	[7]
Visual Status	way better	[7]
Coupling Percentage of Critical	13%	[8]
Coupling Status	Deeply Subcritical	[8]
Has Initial Weight	0.2	[10]
Has Weight	System State Weight	[12]
Is Member of	Context Components	[12]
Is Component of	Context Components	[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.

27 undated

—

implicatureOfblah/omega/part-432

ex:ajaxdavis-message-restarting

—

achievedViablah/safiersemantics/37

minimal tweaks

—

typeblah/safiersemantics/77

ex:State

—

labelblah/safiersemantics/77

—

operationalStatusblah/safiersemantics/77

almost working as intended

—

memoryStatusblah/watt-activation/12

ex:free

—

isInPhaseblah/watt-activation/219

ex:disordered-phase

—

depthInPhaseblah/watt-activation/219

deep

—

relaxesToStateblah/watt-activation/232

ex:stable-sub-critical-state

—

hasPropertyblah/watt-activation/232

ex:disordered

—

hasPropertyblah/watt-activation/232

ex:coherent

—

functionallyProvidesblah/watt-activation/232

ex:representation-diversity

—

labelblah/watt-activation/339

System state

—

oscillationStatusblah/watt-activation/339

enough

—

visualStatusblah/watt-activation/339

way better

—

couplingPercentageOfCriticalblah/watt-activation/344

13%

—

couplingStatusblah/watt-activation/344

ex:deeply-subcritical

—

typebeam/a2411ec7-4597-46a0-8aca-e6f61a739745

ex:SoftwareSystem

—

typebeam/c8578409-db7a-4511-babf-7af22c569322

ex:ContextComponent

—

hasInitialWeightbeam/c8578409-db7a-4511-babf-7af22c569322

0.2

—

typebeam/c0dac4b7-a8bf-4fc4-b8c0-172938ac7e75

ex:ContextComponent

—

typebeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:ContextComponent

—

labelbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

System State

—

hasWeightbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:system-state-weight

—

isMemberOfbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:context-components

—

typebeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:ContextComponent

—

isComponentOfbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:context-components

References (13)

13 references

[1]Part 4321 fact
ctx:discord/blah/omega/part-432
[2]371 fact
ctx:discord/blah/safiersemantics/37
- full textsafiersemantics-37
  text/plain3 KBdoc:agent/safiersemantics-37/1bf7ce90-cb99-448a-95a1-806c99190cc2
  Show excerpt
  [2026-01-29 15:04] xenonfun: Okay `master` branch is fully functional, resume even works correct https://youtu.be/uCT3By5_Fn4 next up is optimizing tool call output to be less verbose [2026-01-29 15:36] xenonfun: https://github.com/rsafie…
[3]773 facts
ctx:discord/blah/safiersemantics/77
- full textsafiersemantics-77
  text/plain3 KBdoc:agent/safiersemantics-77/44c2a4ed-2103-4ae6-a8d3-39339a1ed0c3
  Show excerpt
  [2026-04-29 01:32] xenonfun: last I saw was 32GB of swap and the server isn't responding but proof of concept works [2026-04-29 02:07] xenonfun: private repo runs showing in ci, tho now gotta get them working correct (files: Screenshot_2026…
[4]121 fact
ctx:discord/blah/watt-activation/12
- full textwatt-activation-12
  text/plain3 KBdoc:agent/watt-activation-12/2b226561-3075-47ab-89b3-591d7663c93b
  Show excerpt
  [2026-02-27 14:42] xenonfun: the codebase already computes SVD in model.py:effective_rank (files: Screenshot_2026-02-27_at_9.41.31_AM.png) [2026-02-27 15:41] xenonfun: (files: Screenshot_2026-02-27_at_10.41.22_AM.png) [2026-02-27 15:44] xe…
[5]2192 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 …
[6]2324 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…
[7]3393 facts
ctx:discord/blah/watt-activation/339
- full textwatt-activation-339
  text/plain3 KBdoc:agent/watt-activation-339/b6cfe4ca-d9ef-43d5-a9f8-4c8cabbb54c7
  Show excerpt
  [2026-03-15 19:42] xenonfun: ``` ⏺ 1010 B/s — that's garbage text (only 50 steps of training) but the speed is the point. Compare: ┌────────────────────────────────┬───────────┐ │ Mode │ Speed │ ├───────…
[8]3442 facts
ctx:discord/blah/watt-activation/344
- full textwatt-activation-344
  text/plain3 KBdoc:agent/watt-activation-344/aa3dc64f-a03a-4cc7-a0ef-a9fda84ff8b8
  Show excerpt
  [2026-03-15 23:37] xenonfun: ``` ⏺ K is the Lohe coupling strength — it controls how strongly groups pull toward their mean field during sync. Currently frozen at init value 1/sqrt(G*H) ≈ 0.177. The critical coupling is K_c = H/(H-1) = 1.…
[9]A2411ec7 4597 46a0 8aca E6f61a7397451 fact
ctx:claims/beam/a2411ec7-4597-46a0-8aca-e6f61a739745
[10]C8578409 Db7a 4511 Babf 7af22c5693222 facts
ctx:claims/beam/c8578409-db7a-4511-babf-7af22c569322
- full textbeam-chunk
  text/plain1 KBdoc:beam/c8578409-db7a-4511-babf-7af22c569322
  Show excerpt
  For each combination of weights, evaluate the performance using your test queries and measure the intent precision. ### Example Implementation Here's an example of how you might structure your experiments: ```python import itertools impo…
[11]C0dac4b7 A8bf 4fc4 B8c0 172938ac7e751 fact
ctx:claims/beam/c0dac4b7-a8bf-4fc4-b8c0-172938ac7e75
- full textbeam-chunk
  text/plain1 KBdoc:beam/c0dac4b7-a8bf-4fc4-b8c0-172938ac7e75
  Show excerpt
  [Turn 10470] User: I'm trying to optimize the intent precision of my LLM prompts, and I've been experimenting with different context weights. Currently, I'm achieving 88% intent precision on 2,500 test queries, but I want to improve it furt…
[12]A71afa78 3ac4 4931 987f Ad0a5b6a3f574 facts
ctx:claims/beam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57
- full textbeam-chunk
  text/plain1 KBdoc:beam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57
  Show excerpt
  Identify the different components of your context and assign initial weights. For example: - `user_history` - `current_query` - `system_state` - `external_data_sources` ### Step 2: Generate Weight Combinations Use a systematic approach t…
[13]17359c4f Ce82 472f B0cd 20671ade934f2 facts
ctx:claims/beam/17359c4f-ce82-472f-b0cd-20671ade934f
- full textbeam-chunk
  text/plain1 KBdoc:beam/17359c4f-ce82-472f-b0cd-20671ade934f
  Show excerpt
``` Replace the placeholder functions with your actual logic to evaluate the intent precision. Would you like to proceed with these steps or do you have any specific questions about any part of the process? [Turn 10474] User: Sure, let's…

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it

Inbound mentions (21)

rdf:typeRdf:type(6)

hasComponentHas Component(2)

hasMemberHas Member(2)

assignedToAssigned to(1)

assumesAssumes(1)

containsContains(1)

containsValueContains Value(1)

enableRestoreOfEnable Restore of(1)

hasExampleHas Example(1)

hasKeyHas Key(1)

hasPropertyHas Property(1)

includesIncludes(1)

isObservableIs Observable(1)

retrievesKeyRetrieves Key(1)

Other facts (24)

Timeline

References (13)

See also

Keep researching

`rdf:type`Rdf:type(6)

`hasComponent`Has Component(2)

`hasMember`Has Member(2)

`assignedTo`Assigned to(1)

`assumes`Assumes(1)

`contains`Contains(1)

`containsValue`Contains Value(1)

`enableRestoreOf`Enable Restore of(1)

`hasExample`Has Example(1)

`hasKey`Has Key(1)

`hasProperty`Has Property(1)

`includes`Includes(1)

`isObservable`Is Observable(1)

`retrievesKey`Retrieves Key(1)