mean field
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
mean field has 15 facts recorded in Dontopedia across 11 references, with 1 live disagreement.
Mostly:always equals(2), essential for sync(1), used before coupling computation(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (14)
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.
boundsBounds(1)
- L1 Row Normalization
ex:l1-row-normalization
correctlyAssumedCorrectly Assumed(1)
- Zero Padded Proj in Output
ex:zero-padded-proj_in-output
describesDescribes(1)
- Fundamental Resonance Strength
ex:fundamental-resonance-strength
generatesCoherentGenerates Coherent(1)
- Diffusion
ex:diffusion
hasLearnedCoherenceHas Learned Coherence(1)
- Diffusion
ex:diffusion
involvesCollapsingToInvolves Collapsing to(1)
- Block 10 DC Synchronization
ex:block-10-dc-synchronization
isPerGroupCosineSimilarityToIs Per Group Cosine Similarity to(1)
- Cos Theta G
ex:cos-theta-g
movesSpectraTowardMoves Spectra Toward(1)
- Lohe Sync
ex:lohe-sync
ontologicallyMeanFieldOntologically Mean Field(1)
- Signal
ex:signal
presupposesExistenceOfPresupposes Existence of(1)
- Text
ex:text
produceNearCancellationInProduce Near Cancellation in(1)
- Rotated Rows
ex:rotated-rows
providesExactDerivationProvides Exact Derivation(1)
- Physics Explanation
ex:physics-explanation
pulledTowardPulled Toward(1)
- Every Patch
ex:every-patch
targetTarget(1)
- Synchronization Update
ex:synchronization-update
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 |
|---|---|---|
| Always Equals | Geometric Average of Anchors | [4] |
| Always Equals | Geometric Average | [10] |
| Essential for Sync | True | [1] |
| Used Before Coupling Computation | True | [1] |
| Overflowed | Sync Update | [2] |
| Computed As | Σ_j A[g,j] * spectra_j | [2] |
| Bounded in | (0,1] | [3] |
| Can Have Near Zero Norm | true | [3] |
| Used in Generation Phase | null | [5] |
| Used in Cosine Similarity | Cos Theta G | [6] |
| Has Orthogonal Tangent Component | Tangent Component | [7] |
| Coupling Target | null | [8] |
| Status | Not Fully Collapsed | [9] |
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 (11)
ctx:discord/blah/watt-activation/part-110ctx:discord/blah/watt-activation/part-136ctx:discord/blah/watt-activation/part-137ctx:discord/blah/watt-activation/part-220ctx:discord/blah/watt-activation/part-226ctx:discord/blah/watt-activation/part-336ctx:discord/blah/watt-activation/part-394ctx:discord/blah/watt-activation/part-472ctx:discord/blah/watt-activation/218- full textwatt-activation-218text/plain2 KB
doc:agent/watt-activation-218/8c31d20c-8693-4814-8ac3-e83806d6ce35Show excerpt
[2026-03-11 04:40] xenonfun: --- Run 2: lohe_spherical+lohe_v3+RotAdamW (1000 steps) Network-level: global_r≈0.107, β≈25, β_gate flat at 0.119. Notably flatter than spectral. ``` ┌─────┬───────────────────┬───────────┬─────────────┬─…
ctx:discord/blah/watt-activation/219- full textwatt-activation-219text/plain3 KB
doc:agent/watt-activation-219/c4912ff6-d2ed-42a3-a8a7-43eb7014e9ecShow excerpt
[2026-03-11 04:40] xenonfun: --- Three Things the β Signal Is Revealing 1. β_gate≈0.12 constant = the gate is not working. K=0.177 << K_c=1.33 means β≈25 throughout — we're so deep in the disordered phase that β never varies. To get …
ctx: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…
See also
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