block 4
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
block 4 has 33 facts recorded in Dontopedia across 12 references, with 1 live disagreement.
Mostly:has accuracy(2), aligns with(2), has block number(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.
hasMemberHas Member(1)
- Block List
ex:block-list
hasStrengthLocationHas Strength Location(1)
- Difficulty Signal
ex:difficulty-signal
isStrongestAtIs Strongest at(1)
- Difficulty Signal
ex:difficulty-signal
strongestAtStrongest at(1)
- Difficulty Signal
ex:difficulty-signal
Other facts (31)
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 Accuracy | 0.567 | [1] |
| Has Accuracy | 0.567 | [7] |
| Aligns With | Difficulty Relevant Subspace | [6] |
| Aligns With | Difficulty Relevant Subspace | [8] |
| Has Block Number | 4 | [1] |
| Has Lift | 0.208 | [1] |
| Has K | 0.1824 | [2] |
| Has R | 0.3152 | [2] |
| Has Beta | 23.75 | [2] |
| Has Coupling K | 0.1626 | [3] |
| Has Correlation R | 0.4030 | [3] |
| Has Beta Value | 28.17 | [3] |
| Is Mode2 Dominant | true | [4] |
| Has Asymmetry | 0.005 | [4] |
| Is Differentiator Block | true | [4] |
| Rotates Aggressively | {} | [5] |
| Has Delta Scale0.51 | 0.51 | [5] |
| Rdf:type | Network Block | [7] |
| Has Block Index | 4 | [7] |
| Has Accuracy Lift | 0.208 | [7] |
| Has Property | Consistently Bright | [9] |
| Has Value Range | 0.43 | [9] |
| Has Trend | Climb and Hold | [9] |
| Has Phase Metric R | 0.403 | [10] |
| Has Phase Metric K | 0.1626 | [10] |
| Has Phase Metric Beta | 28.17 | [10] |
| Has Asymmetry Value | 0.005 | [11] |
| Has Role | differentiator block | [11] |
| Associated With | mode2-dominant | [11] |
| Delta Scale | 0.51 | [12] |
| Action | Rotates Aggressively | [12] |
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-226ctx:discord/blah/watt-activation/part-234ctx:discord/blah/watt-activation/part-251ctx:discord/blah/watt-activation/part-338ctx:discord/blah/watt-activation/part-407ctx:discord/blah/watt-activation/part-227ctx: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…
ctx:discord/blah/watt-activation/232- full textwatt-activation-232text/plain3 KB
doc:agent/watt-activation-232/3c01e7f2-4764-4305-aaa5-72adde3c0ccbShow excerpt
[2026-03-11 20:31] xenonfun: ## SpectralAttention vs. AnchorKAN (files: Screenshot_2026-03-11_at_4.31.27_PM.png) [2026-03-11 20:39] xenonfun: ``` ⏺ Here's what each panel is showing, with the interesting bits: --- Row 1 — Loss + Global…
ctx:discord/blah/watt-activation/250- full textwatt-activation-250text/plain3 KB
doc:agent/watt-activation-250/2966119d-31a8-473f-864c-78e91ddcd89dShow excerpt
[2026-03-12 12:56] xenonfun: ⏺ All done. Here's the summary: Inference Results (multimodal_v3_e2_packed/best, 21.1M params) ``` Text generation — 363 tok/s, phase metrics: blk r K beta 0 0.5159 0.1605 …
ctx:discord/blah/watt-activation/336- full textwatt-activation-336text/plain3 KB
doc:agent/watt-activation-336/04f318bf-4029-460c-b2ce-82900263e51eShow excerpt
[2026-03-15 15:12] xenonfun: ⏺ Step 2000 results (bs=512 seq=256 (its pointless to use higher bandwidth cuts off hurts quality of mappings beyond this)) so trying optimal run, high BS smooth out variance considerable. Eval (mixed_bytes v…
ctx:discord/blah/watt-activation/405- full textwatt-activation-405text/plain2 KB
doc:agent/watt-activation-405/a6ab8777-b42b-4fbf-84c0-44e6d6031c2cShow excerpt
[2026-03-19 06:06] xenonfun: so on a per iteration its lower loss, but that is unfar as it has seem way more data. suppose need something like delta(loss)/delta(bytes_seen) [2026-03-19 06:08] xenonfun: ⏺ Good analysis. The dashboard should …
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