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.
Mostly:function of(2), are not useful currently(1), dont spread without pressure(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound 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)
- Codes
ex:codes
emphasizesStabilityEmphasizes Stability(1)
- Message
ex:message
includesIncludes(1)
- Key Parameters
ex:key-parameters
includesComponentIncludes Component(1)
- Minimal Version Configuration
ex:minimal-version-configuration
intendsToInspectIntends to Inspect(1)
- Xenonfun
ex:xenonfun
isSlingingCodesIs Slinging Codes(1)
- Foxhop
ex:foxhop
makesUsefulMakes Useful(1)
- Different Approach
ex:different-approach
measuresDiversityLossMeasures Diversity Loss(1)
- Perplexity
ex:perplexity
ontologicallyRemovableByCompressionOntologically Removable by Compression(1)
- Local Noise
ex:local-noise
preventsCollapsePrevents Collapse(1)
- Two Phase Training
ex:two-phase-training
sharesOpenlyShares Openly(1)
- Therosegoblin
ex:therosegoblin
sourceOfClaimForCodeMiSource of Claim for Code Mi(1)
- Result Row 6
ex:result-row-6
usedToDemonstrateSuperiorityUsed to Demonstrate Superiority(1)
- Long Range Mi Table
ex:long-range-mi-table
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.
| Predicate | Value | Ref |
|---|---|---|
| Function of | compressesAwayLocalNoise | [11] |
| Function of | retainsStructuralDependencies | [11] |
| Are Not Useful Currently | null | [1] |
| Dont Spread Without Pressure | Exp 0 | [2] |
| Presupposed to Exist | Vq Experiment | [3] |
| Require | Richer Input | [3] |
| Exhibit Diversity | Current Diversity | [3] |
| Aim to Become | Meaningful | [3] |
| Capture Document Level Grammar | null | [4] |
| Exist As Tokens | null | [4] |
| Do Not Capture Only Local Statistics | null | [4] |
| Encode Structural Information | null | [4] |
| Represent Grammar at Document Level | null | [4] |
| Capture Structure | null | [5] |
| Are Discovered Through Training | Training | [6] |
| Form Learned Vocabulary | Structural Categories | [6] |
| Are Not Predefined | Codes | [6] |
| Teleologically Preserve Structure | Structural Dependencies | [7] |
| Compress Away | Local Noise | [7] |
| Compress Away Local Noise While Retaining Structural Deps | Long Range Mutual Information | [7] |
| Exist As Compressed Form | Bytes | [7] |
| Preserve10 To11x More Long Range Mi Than | Bytes | [7] |
| Presupposed to Compress | Local Noise | [7] |
| Retain | Structural Dependencies | [7] |
| Retains Structural Dependencies | Long Range Mutual Information | [7] |
| Superior for Preserving Long Range Info | Bytes | [7] |
| Has Count | 64 | [8] |
| Approximately Active | 50 | [8] |
| Has Active | ~50 | [8] |
| Represent | Byte Patches | [9] |
| Arrangement | Clear Clusters | [10] |
| Not Arrangement | Random Scatter | [10] |
| Preserve More Long Range Mutual Information Than | Bytes | [11] |
| Preservation Magnitude Multiplier | 10-11x | [11] |
| Mutual Information at Equivalent Distance | 2.64 | [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.
References (12)
ctx:discord/blah/watt-activation/part-282ctx:discord/blah/watt-activation/part-280ctx:discord/blah/watt-activation/part-286ctx:discord/blah/watt-activation/part-298ctx:discord/blah/watt-activation/part-300ctx:discord/blah/watt-activation/part-288ctx:discord/blah/watt-activation/part-295ctx:discord/blah/watt-activation/part-305ctx:discord/blah/watt-activation/part-292ctx:discord/blah/watt-activation/289- full textwatt-activation-289text/plain3 KB
doc:agent/watt-activation-289/d4d5a987-9de3-4ba0-bff6-2dedbb3e5506Show 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…
ctx:discord/blah/watt-activation/293- full textwatt-activation-293text/plain2 KB
doc:agent/watt-activation-293/959a3ad3-f22d-4e4f-a7d7-b780dac6f896Show 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…
ctx:discord/blah/watt-activation/368- full textwatt-activation-368text/plain2 KB
doc:agent/watt-activation-368/56da562c-7ef7-4f2f-b9f4-79ef4bfbd297Show 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…
See also
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