output triad
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
output triad has 15 facts recorded in Dontopedia across 7 references, with 3 live disagreements.
Mostly:includes(3), has part(3), does not retain(2)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (8)
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.
alsoKnownAsAlso Known As(1)
- Emergent Triad
ex:emergent-triad
antiCorrelatesWithOutputAnti Correlates With Output(1)
- Block 6
ex:block-6
degradesInDegrades in(1)
- Difficulty Signal
ex:difficulty-signal
enablesFasterKcReachEnables Faster Kc Reach(1)
- Layer Specific Coupling
ex:layer-specific-coupling
encodesOppositeSignalFromEncodes Opposite Signal From(1)
- Block 6
ex:block-6
hasFieldHas Field(1)
- Pipeline Result
ex:pipeline-result
migratesTowardsMigrates Towards(1)
- Difficulty Signal
ex:difficulty-signal
requiresMigrationTowardRequires Migration Toward(1)
- True Grokking
ex:true-grokking
Other facts (13)
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 |
|---|---|---|
| Includes | Block 11 | [3] |
| Includes | Block 10 | [3] |
| Includes | Block 9 | [3] |
| Has Part | Block 9 | [6] |
| Has Part | Block 10 | [6] |
| Has Part | Block 11 | [6] |
| Does Not Retain | Difficulty Signal | [2] |
| Does Not Retain | Difficulty Signal | [6] |
| Instance of | Triadic Score | [1] |
| Consists of Blocks | Blocks 9 11 | [2] |
| Reaches Kc Faster | true | [4] |
| Rdf:type | Network Component | [6] |
| Specializes for | Generation | [6] |
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 (7)
ctx:discord/blah/omega/part-845ctx:discord/blah/watt-activation/part-226ctx:discord/blah/watt-activation/part-228ctx:discord/blah/watt-activation/part-223ctx:discord/blah/watt-activation/222- full textwatt-activation-222text/plain3 KB
doc:agent/watt-activation-222/d8201f0f-b5d1-4b50-9f4e-2aca2c0d4c1eShow excerpt
[2026-03-11 05:02] xenonfun: ⏺ mx.compile with RotationalAdamW is a dead end — the optimizer creates new array objects on each step, so inputs=[model.state] captures stale references. The error "array without primitive" is exactly what CL…
ctx:discord/blah/watt-activation/225- full textwatt-activation-225text/plain2 KB
doc:agent/watt-activation-225/9b15ed6a-4fd9-4458-9e17-1e0372b5a3e0Show excerpt
[2026-03-11 05:15] xenonfun: ⏺ Ablation complete. The result is more interesting than "hub wins": blk acc lift note 0 0.575 +0.217 ← input (BEST) 4 0.567 +0.208 3 0.558 +0.200 7 0.550 +0.192 ... 9…
ctx:discord/blah/watt-activation/226- full textwatt-activation-226text/plain2 KB
doc:agent/watt-activation-226/2cdeaf5e-92ba-4f5c-855d-1846c41ec9d5Show excerpt
[2026-03-11 05:18] xenonfun: ⏺ The inter-layer graph confirms the designer's insight exactly: No edges above 0.5 — every block is nearly orthogonal to every other block. Mean cosine similarity across all layer distances is noise (±0.08…
See also
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