Codebook
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Codebook has 12 facts recorded in Dontopedia across 6 references, with 1 live disagreement.
Mostly:rdf:type(2), does not carry(1), implies uselessness(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (9)
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.
addedToAdded to(1)
- Differentiable Diversity Loss Method
ex:differentiable-diversity-loss-method
canBecomeCan Become(1)
- Attractors
ex:attractors
controlsLearningPressureControls Learning Pressure(1)
- Beta
ex:beta
hasHas(1)
- Sphericalvqbottleneck
ex:sphericalvqbottleneck
involvesInvolves(1)
- Drift
ex:drift
notCarriedByNot Carried by(1)
- Information
ex:information
pullsPulls(1)
- Ema Mechanism
ex:ema-mechanism
spreadsRepresentationsAcrossSpreads Representations Across(1)
- Tangential Updates
ex:tangential-updates
targetTarget(1)
- Spreading Representations
ex:spreading-representations
Other facts (12)
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 Component | [5] |
| Rdf:type | Data Structure | [6] |
| Does Not Carry | Meaningful Information | [1] |
| Implies Uselessness | null | [1] |
| Has Added Method | Differentiable Diversity Loss | [1] |
| Lacks Learning Pressure When Beta Zero | Exp 0 | [2] |
| Ema Updated Toward Encoder | Alignment | [2] |
| Has Representations | true | [3] |
| Has Entries | 64 | [4] |
| Located on | S 127 | [4] |
| Matches Via | Inner Product | [4] |
| Updates Via | Ema | [4] |
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 (6)
ctx:discord/blah/watt-activation/part-282ctx:discord/blah/watt-activation/part-280ctx:discord/blah/watt-activation/part-287ctx:discord/blah/watt-activation/part-305ctx:discord/blah/watt-activation/278- full textwatt-activation-278text/plain3 KB
doc:agent/watt-activation-278/f9f6e4c6-b1f8-402a-a4dc-d3b356140759Show excerpt
[2026-03-13 22:26] xenonfun: ⏺ Exp 0 result: direction/gain split is safe. Key findings: ``` ┌─────────────┬─────────────┬───────────────────────────────────────┬────────────────────────────────────────────────┐ │ Metric │ Ea…
ctx:discord/blah/watt-activation/285- full textwatt-activation-285text/plain2 KB
doc:agent/watt-activation-285/0a74c0c6-ada8-40c7-b750-836f76809b91Show excerpt
[2026-03-14 00:59] xenonfun: it ran all this with ` ROTATIONAL STRENGTH = 0.0` which falls back to AdamW behavior, sweeping with higher values as in prior tests had better results than standard AdamW. ``` ⏺ Rotational Strength Results ┌…
See also
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