Dontopedia

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.

33 facts·29 predicates·12 sources·1 in dispute

Mostly:has accuracy(2), aligns with(2), has block number(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound 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)

hasStrengthLocationHas Strength Location(1)

isStrongestAtIs Strongest at(1)

strongestAtStrongest at(1)

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.

31 facts
PredicateValueRef
Has Accuracy0.567[1]
Has Accuracy0.567[7]
Aligns WithDifficulty Relevant Subspace[6]
Aligns WithDifficulty Relevant Subspace[8]
Has Block Number4[1]
Has Lift0.208[1]
Has K0.1824[2]
Has R0.3152[2]
Has Beta23.75[2]
Has Coupling K0.1626[3]
Has Correlation R0.4030[3]
Has Beta Value28.17[3]
Is Mode2 Dominanttrue[4]
Has Asymmetry0.005[4]
Is Differentiator Blocktrue[4]
Rotates Aggressively{}[5]
Has Delta Scale0.510.51[5]
Rdf:typeNetwork Block[7]
Has Block Index4[7]
Has Accuracy Lift0.208[7]
Has PropertyConsistently Bright[9]
Has Value Range0.43[9]
Has TrendClimb and Hold[9]
Has Phase Metric R0.403[10]
Has Phase Metric K0.1626[10]
Has Phase Metric Beta28.17[10]
Has Asymmetry Value0.005[11]
Has Roledifferentiator block[11]
Associated Withmode2-dominant[11]
Delta Scale0.51[12]
ActionRotates 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.

hasBlockNumberblah/watt-activation/part-226
4
hasLiftblah/watt-activation/part-226
0.208
hasAccuracyblah/watt-activation/part-226
0.567
hasKblah/watt-activation/part-234
0.1824
hasRblah/watt-activation/part-234
0.3152
hasBetablah/watt-activation/part-234
23.75
hasCouplingKblah/watt-activation/part-251
0.1626
hasCorrelationRblah/watt-activation/part-251
0.4030
hasBetaValueblah/watt-activation/part-251
28.17
isMode2Dominantblah/watt-activation/part-338
true
hasAsymmetryblah/watt-activation/part-338
0.005
isDifferentiatorBlockblah/watt-activation/part-338
true
rotatesAggressivelyblah/watt-activation/part-407
{}
hasDeltaScale0.51blah/watt-activation/part-407
0.51
alignsWithblah/watt-activation/part-227
ex:difficulty-relevant-subspace
typeblah/watt-activation/225
ex:NetworkBlock
hasBlockIndexblah/watt-activation/225
4
hasAccuracyblah/watt-activation/225
0.567
hasAccuracyLiftblah/watt-activation/225
0.208
labelblah/watt-activation/226
block 4
alignsWithblah/watt-activation/226
ex:difficulty-relevant-subspace
hasPropertyblah/watt-activation/232
ex:consistently-bright
hasValueRangeblah/watt-activation/232
0.43
hasTrendblah/watt-activation/232
ex:climb-and-hold
labelblah/watt-activation/250
Block 4
hasPhaseMetricRblah/watt-activation/250
0.403
hasPhaseMetricKblah/watt-activation/250
0.1626
hasPhaseMetricBetablah/watt-activation/250
28.17
hasAsymmetryValueblah/watt-activation/336
0.005
hasRoleblah/watt-activation/336
differentiator block
associatedWithblah/watt-activation/336
mode2-dominant
delta_scaleblah/watt-activation/405
0.51
actionblah/watt-activation/405
ex:rotates-aggressively

References (12)

12 references
  1. [1]Part 2263 facts
    ctx:discord/blah/watt-activation/part-226
  2. [2]Part 2343 facts
    ctx:discord/blah/watt-activation/part-234
  3. [3]Part 2513 facts
    ctx:discord/blah/watt-activation/part-251
  4. [4]Part 3383 facts
    ctx:discord/blah/watt-activation/part-338
  5. [5]Part 4072 facts
    ctx:discord/blah/watt-activation/part-407
  6. [6]Part 2271 fact
    ctx:discord/blah/watt-activation/part-227
  7. [7]2254 facts
    ctx:discord/blah/watt-activation/225
    • full textwatt-activation-225
      text/plain2 KBdoc:agent/watt-activation-225/9b15ed6a-4fd9-4458-9e17-1e0372b5a3e0
      Show 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
  8. [8]2262 facts
    ctx:discord/blah/watt-activation/226
    • full textwatt-activation-226
      text/plain2 KBdoc:agent/watt-activation-226/2cdeaf5e-92ba-4f5c-855d-1846c41ec9d5
      Show 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
  9. [9]2323 facts
    ctx:discord/blah/watt-activation/232
    • full textwatt-activation-232
      text/plain3 KBdoc:agent/watt-activation-232/3c01e7f2-4764-4305-aaa5-72adde3c0ccb
      Show 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
  10. [10]2504 facts
    ctx:discord/blah/watt-activation/250
    • full textwatt-activation-250
      text/plain3 KBdoc:agent/watt-activation-250/2966119d-31a8-473f-864c-78e91ddcd89d
      Show 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
  11. [11]3363 facts
    ctx:discord/blah/watt-activation/336
    • full textwatt-activation-336
      text/plain3 KBdoc:agent/watt-activation-336/04f318bf-4029-460c-b2ce-82900263e51e
      Show 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
  12. [12]4052 facts
    ctx:discord/blah/watt-activation/405
    • full textwatt-activation-405
      text/plain2 KBdoc:agent/watt-activation-405/a6ab8777-b42b-4fbf-84c0-44e6d6031c2c
      Show 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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