W Out
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
W Out has 8 facts recorded in Dontopedia across 3 references, with 1 live disagreement.
Mostly:has slices(2), requires full training for benefits(1), is fully trained(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (2)
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.
affectsMultipleComponentsAffects Multiple Components(1)
- Features Tensor
ex:features-tensor
involvesInvolves(1)
- Error Spec G
ex:error-spec-g
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 |
|---|---|---|
| Has Slices | W Out Slice 0 31 | [1] |
| Has Slices | W Out Slice 32 92 | [1] |
| Requires Full Training for Benefits | {} | [1] |
| Is Fully Trained | {} | [1] |
| Rdf:type | Weight Matrix | [2] |
| Slicing | g*H:(g+1)*H | [2] |
| Has Dimension Count | 93 | [3] |
| Has Weights | Weights 32 92 | [3] |
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 (3)
ctx:discord/blah/watt-activation/part-199ctx:discord/blah/watt-activation/189- full textwatt-activation-189text/plain2 KB
doc:agent/watt-activation-189/ee6e7700-8f8f-458c-bd97-cd00204ffe29Show excerpt
[2026-03-10 03:42] xenonfun: ``` What the fix looks like: Coupling κ_g is a scalar per group. Its gradient through the sync step is tractable: at first order, Δcoupling_g ∝ -(∂loss/∂spectra_synced) · (mean_spec_g - spectra_g) — the reado…
ctx:discord/blah/watt-activation/197- full textwatt-activation-197text/plain2 KB
doc:agent/watt-activation-197/63f2f0e2-9ecd-4515-a9de-2f25b46f6dfcShow excerpt
[2026-03-10 05:54] xenonfun: ⏺ Now I can analyze this properly. --- What we actually lose readout_dim = 2·G·H + n_pairs + 1 = 2·32 + 28 + 1 = 93 features is the concatenation of: - [0..31]: post-sync spectra (normalized to S^{H…
See also
Keep researching
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.