Dontopedia

codes

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

codes has 36 facts recorded in Dontopedia across 12 references, with 1 live disagreement.

36 facts·34 predicates·12 sources·1 in dispute

Mostly:function of(2), are not useful currently(1), dont spread without pressure(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (13)

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.

areNotPredefinedAre Not Predefined(1)

emphasizesStabilityEmphasizes Stability(1)

includesIncludes(1)

includesComponentIncludes Component(1)

intendsToInspectIntends to Inspect(1)

isSlingingCodesIs Slinging Codes(1)

makesUsefulMakes Useful(1)

measuresDiversityLossMeasures Diversity Loss(1)

ontologicallyRemovableByCompressionOntologically Removable by Compression(1)

preventsCollapsePrevents Collapse(1)

sharesOpenlyShares Openly(1)

sourceOfClaimForCodeMiSource of Claim for Code Mi(1)

usedToDemonstrateSuperiorityUsed to Demonstrate Superiority(1)

Other facts (35)

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.

35 facts
PredicateValueRef
Function ofcompressesAwayLocalNoise[11]
Function ofretainsStructuralDependencies[11]
Are Not Useful Currentlynull[1]
Dont Spread Without PressureExp 0[2]
Presupposed to ExistVq Experiment[3]
RequireRicher Input[3]
Exhibit DiversityCurrent Diversity[3]
Aim to BecomeMeaningful[3]
Capture Document Level Grammarnull[4]
Exist As Tokensnull[4]
Do Not Capture Only Local Statisticsnull[4]
Encode Structural Informationnull[4]
Represent Grammar at Document Levelnull[4]
Capture Structurenull[5]
Are Discovered Through TrainingTraining[6]
Form Learned VocabularyStructural Categories[6]
Are Not PredefinedCodes[6]
Teleologically Preserve StructureStructural Dependencies[7]
Compress AwayLocal Noise[7]
Compress Away Local Noise While Retaining Structural DepsLong Range Mutual Information[7]
Exist As Compressed FormBytes[7]
Preserve10 To11x More Long Range Mi ThanBytes[7]
Presupposed to CompressLocal Noise[7]
RetainStructural Dependencies[7]
Retains Structural DependenciesLong Range Mutual Information[7]
Superior for Preserving Long Range InfoBytes[7]
Has Count64[8]
Approximately Active50[8]
Has Active~50[8]
RepresentByte Patches[9]
ArrangementClear Clusters[10]
Not ArrangementRandom Scatter[10]
Preserve More Long Range Mutual Information ThanBytes[11]
Preservation Magnitude Multiplier10-11x[11]
Mutual Information at Equivalent Distance2.64[11]

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.

areNotUsefulCurrentlyblah/watt-activation/part-282
null
dontSpreadWithoutPressureblah/watt-activation/part-280
ex:exp-0
presupposedToExistblah/watt-activation/part-286
ex:vq-experiment
requireblah/watt-activation/part-286
ex:richer-input
exhibitDiversityblah/watt-activation/part-286
ex:current-diversity
aimToBecomeblah/watt-activation/part-286
ex:meaningful
captureDocumentLevelGrammarblah/watt-activation/part-298
null
existAsTokensblah/watt-activation/part-298
null
doNotCaptureOnlyLocalStatisticsblah/watt-activation/part-298
null
encodeStructuralInformationblah/watt-activation/part-298
null
representGrammarAtDocumentLevelblah/watt-activation/part-298
null
captureStructureblah/watt-activation/part-300
null
areDiscoveredThroughTrainingblah/watt-activation/part-288
ex:training
formLearnedVocabularyblah/watt-activation/part-288
ex:structural-categories
areNotPredefinedblah/watt-activation/part-288
ex:codes
teleologicallyPreserveStructureblah/watt-activation/part-295
ex:structural-dependencies
compressAwayblah/watt-activation/part-295
ex:local-noise
compressAwayLocalNoiseWhileRetainingStructuralDepsblah/watt-activation/part-295
ex:long-range-mutual-information
existAsCompressedFormblah/watt-activation/part-295
ex:bytes
preserve10To11xMoreLongRangeMiThanblah/watt-activation/part-295
ex:bytes
presupposedToCompressblah/watt-activation/part-295
ex:local-noise
retainblah/watt-activation/part-295
ex:structural-dependencies
retainsStructuralDependenciesblah/watt-activation/part-295
ex:long-range-mutual-information
superiorForPreservingLongRangeInfoblah/watt-activation/part-295
ex:bytes
hasCountblah/watt-activation/part-305
64
approximatelyActiveblah/watt-activation/part-305
50
hasActiveblah/watt-activation/part-305
~50
representblah/watt-activation/part-292
ex:byte-patches
arrangementblah/watt-activation/289
ex:clear-clusters
notArrangementblah/watt-activation/289
ex:random-scatter
preserveMoreLongRangeMutualInformationThanblah/watt-activation/293
ex:bytes
preservationMagnitudeMultiplierblah/watt-activation/293
10-11x
mutualInformationAtEquivalentDistanceblah/watt-activation/293
2.64
functionOfblah/watt-activation/293
compressesAwayLocalNoise
functionOfblah/watt-activation/293
retainsStructuralDependencies
labelblah/watt-activation/368
codes

References (12)

12 references
  1. [1]Part 2821 fact
    ctx:discord/blah/watt-activation/part-282
  2. [2]Part 2801 fact
    ctx:discord/blah/watt-activation/part-280
  3. [3]Part 2864 facts
    ctx:discord/blah/watt-activation/part-286
  4. [4]Part 2985 facts
    ctx:discord/blah/watt-activation/part-298
  5. [5]Part 3001 fact
    ctx:discord/blah/watt-activation/part-300
  6. [6]Part 2883 facts
    ctx:discord/blah/watt-activation/part-288
  7. [7]Part 2959 facts
    ctx:discord/blah/watt-activation/part-295
  8. [8]Part 3053 facts
    ctx:discord/blah/watt-activation/part-305
  9. [9]Part 2921 fact
    ctx:discord/blah/watt-activation/part-292
  10. [10]2892 facts
    ctx:discord/blah/watt-activation/289
    • full textwatt-activation-289
      text/plain3 KBdoc:agent/watt-activation-289/d4d5a987-9de3-4ba0-bff6-2dedbb3e5506
      Show excerpt
      [2026-03-14 02:51] xenonfun: ``` what is our Cookbook r_global ? and why is it ⏺ Codebook r_global is the Kuramoto order parameter of the codebook entries themselves — the same r_global used throughout the Lohe dynamics in LoheSpherical
  11. [11]2935 facts
    ctx:discord/blah/watt-activation/293
    • full textwatt-activation-293
      text/plain2 KBdoc:agent/watt-activation-293/959a3ad3-f22d-4e4f-a7d7-b780dac6f896
      Show excerpt
      [2026-03-14 04:25] xenonfun: ``` ⏺ Long Context Results Long-Range Mutual Information — The Key Result ┌───────────┬───────────┬────────────────┬────────────────┬───────┐ │ Code dist │ Byte dist │ Code MI (bits) │ Byte MI (bits) │ R
  12. [12]3681 fact
    ctx:discord/blah/watt-activation/368
    • full textwatt-activation-368
      text/plain2 KBdoc:agent/watt-activation-368/56da562c-7ef7-4f2f-b9f4-79ef4bfbd297
      Show excerpt
      [2026-03-18 15:51] xenonfun: # CLAUDE — ADDITIONAL CONTEXT (DO NOT CHANGE CURRENT SWEEP) Continue current sweep unchanged. New instruction: We now have a strong hypothesis that entity binding requires a discrete or quasi-discrete identit

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