learned
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
learned has 9 facts recorded in Dontopedia across 1 reference.
Mostly:rdf:type(1), has loss at1k(1), has perplexity(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (4)
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.
appliesToApplies to(1)
- Loss Convergence Similarity
ex:loss-convergence-similarity
attributesAdvantageToAttributes Advantage to(1)
- Xenonfun
xenonfun
declaresWinnerDeclares Winner(1)
- Xenonfun
xenonfun
partOfConfigurationPart of Configuration(1)
- Softplus Mechanism
ex:softplus-mechanism
Other facts (8)
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 | Configuration | [1] |
| Has Loss At1k | 2.99 | [1] |
| Has Perplexity | 5.1 | [1] |
| Has Entropy | 1.63 | [1] |
| Has Top1 Accuracy | 0.38 | [1] |
| Has Utilization | 0.016 | [1] |
| Has R Global | 0.76 | [1] |
| Has Superior Metric | Code Diversity | [1] |
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 (1)
ctx: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…
See also
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