Dontopedia

Phase 2

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)

Phase 2 has 108 facts recorded in Dontopedia across 32 references, with 15 live disagreements.

108 facts·71 predicates·32 sources·15 in dispute

Mostly:rdf:type(11), has sites(5), involves task(3)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Inbound mentions (39)

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.

hasPhaseHas Phase(4)

partOfPart of(4)

precedesPrecedes(4)

assumesExistenceOfAssumes Existence of(2)

precedesTemporallyPrecedes Temporally(2)

willBeAvailableInWill Be Available in(2)

:asksAbout:asks About(1)

combinesPhasesCombines Phases(1)

consistsOfPhasesConsists of Phases(1)

decreasedDuringDecreased During(1)

dependsOnPhasesDepends on Phases(1)

followedByFollowed by(1)

fullVersionComingInFull Version Coming in(1)

hasPhaseTwoHas Phase Two(1)

holdsThroughoutHolds Throughout(1)

increasesSlightlyIncreases Slightly(1)

indicatesInProgressIndicates in Progress(1)

outputsStructuredXmlOutputs Structured Xml(1)

phasePhase(1)

plansBackwardPassForPlans Backward Pass for(1)

refersToPhaseRefers to Phase(1)

requestsGreenlightForRequests Greenlight for(1)

seeksApprovalSeeks Approval(1)

survivedSurvived(1)

survivedPhaseSurvived Phase(1)

variedSlightlyVaried Slightly(1)

willSetupWill Setup(1)

Other facts (88)

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.

88 facts
PredicateValueRef
Has SitesSite E L1 Adjacency[16]
Has SitesSite D Slope Bias Kappa[16]
Has SitesSite F Denselohsync Cayley[16]
Has SitesSite C Toeplitz Gamma[16]
Has SitesSite a Nlerp[16]
Involves TaskCreate Experimentregistry[29]
Involves TaskCreate Dynamic Routing[29]
Involves TaskAdd Persistence Tables[29]
NamedStructured Response (XML format)[1]
Namedcode usage[7]
PrecedesPhase 3[2]
PrecedesPhase 3[6]
Config Seq512[11]
Config Seq256[11]
Config Bs256 or higher[11]
Config Bs1024[11]
Includes ComponentGeometric Codec[13]
Includes ComponentThomson Helmholtz Dynamics Block[13]
IncludesSkip Unchanged Slices[14]
IncludesQuantized Delta F16[14]
ImplementsDynamic Routing[15]
ImplementsExperiment Registry[15]
Includes FeatureCode Analysis[19]
Includes FeatureCode Modification[19]
Has StatusProbably Done[20]
Has StatusSucceeded[27]
Mentions ComponentChebyshev Loops[21]
Mentions ComponentKuramoto Loops[21]
Has Utilization Metric0.344[22]
Has Utilization Metric0.312[22]
Has Sub ActivityPrioritize by criticality[31]
Has Sub ActivityDefine responsibilities for prioritized roles[31]
RequiresReturn one XML document with a single root element[1]
CompleteAgent Bridge[3]
Involves Remove Legacy Code-2,790 LOC[4]
Goes FreshFresh Implementation[5]
Choice Bcorrect choice[5]
Identifies BlockerTolist Blocker[6]
Notes Chebyshev Loops FineChebyshev Loops[6]
Has CodesThirty Two Learned Codes[7]
Could Use Model32 Code Model[8]
Has Steps5000[9]
Sharpens Byte Level AccuracyGenerated Text[10]
Is Necessary forSharper Accuracy[10]
Bytes Per Step524K[11]
Uses More Diverse Samples Per Steptrue[11]
Sharpens Predictionstrue[11]
Sharpensbyte-level predictions[11]
Resumes FromPhase 1[11]
Refines DetailsModel[11]
Has Sample Diversity Multiplier16x[11]
Num Steps5K[11]
Fuses Structured Interaction KernelLohe Op[12]
Blocked byIssue 2[12]
Conditional onBandwidth Constrained[14]
AddsPersistence Tables for Experiments[15]
Believed FeasibleMemory Fits[16]
Needs Sim Matrix Cached for BackwardSites C D[16]
Presupposes Sim MatrixNeeded for Backward[16]
Unfreezes Blocks Minus2blocks[-2][17]
Has DescriptionLearned gate[20]
Uses ComponentKuramoto Rotational Adamw[20]
Requires FeatureSpsa or Meta Learning[20]
Has Ordinal Position2[21]
Involves ActivityGetting Mx Compile Working[21]
Has BlockerTolist Method[21]
Training Purposecode usage[22]
Code Stabilitystable and retained[22]
Has Loss Metric3.04[22]
Loss Start Metric5.43[22]
Has Perplexity Metric7.2[22]
Has Top1 Metric0.34[22]
Has Entropy Metric1.97[22]
Has Step Range5K-10K[25]
Uses ConfigurationPure Lm[25]
Has GoalTests Persistence[25]
Included in MeasurementMeasurement Duration[25]
Contrasts WithCurrent Sweep[26]
Has Result DescriptionAlgebraic simplification, mx.compile compatible[27]
Has Speedup Factor1.09[27]
Speedup Qualifiercompiled p50[27]
Is Compatible WithMx Compile[27]
Has TitlePhase 2[28]
Has SiteSite A[30]
Ordinal Position2[31]
Followed byPhase 3[31]
Has Inverse RelationisContainedIn[31]
Computesremaining-effort-portion[32]

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.

requiresblah/general/part-36
Return one XML document with a single root element
namedblah/general/part-36
Structured Response (XML format)
precedesblah/katbot/part-2
ex:phase-3
completeblah/katbot/part-1
Agent Bridge
involvesRemoveLegacyCodeblah/safiersemantics/part-18
-2,790 LOC
goesFreshblah/safiersemantics/part-32
ex:fresh-implementation
choiceBblah/safiersemantics/part-32
correct choice
precedesblah/watt-activation/part-106
ex:phase-3
identifiesBlockerblah/watt-activation/part-106
ex:tolist-blocker
notesChebyshevLoopsFineblah/watt-activation/part-106
ex:chebyshev-loops
hasCodesblah/watt-activation/part-284
ex:thirty-two-learned-codes
namedblah/watt-activation/part-284
code usage
couldUseModelblah/watt-activation/part-283
ex:32-code-model
hasStepsblah/watt-activation/part-296
5000
sharpensByteLevelAccuracyblah/watt-activation/part-415
ex:generated-text
isNecessaryForblah/watt-activation/part-415
ex:sharper-accuracy
configSeqblah/watt-activation/part-413
512
bytesPerStepblah/watt-activation/part-413
524K
usesMoreDiverseSamplesPerStepblah/watt-activation/part-413
true
configBsblah/watt-activation/part-413
256 or higher
configBsblah/watt-activation/part-413
1024
configSeqblah/watt-activation/part-413
256
sharpensPredictionsblah/watt-activation/part-413
true
sharpensblah/watt-activation/part-413
byte-level predictions
resumesFromblah/watt-activation/part-413
ex:phase-1
refinesDetailsblah/watt-activation/part-413
ex:model
hasSampleDiversityMultiplierblah/watt-activation/part-413
16x
numStepsblah/watt-activation/part-413
5K
fusesStructuredInteractionKernelblah/watt-activation/part-448
ex:lohe-op
blockedByblah/watt-activation/part-448
ex:issue-2
includesComponentblah/watt-activation/part-492
ex:geometric-codec
includesComponentblah/watt-activation/part-492
ex:thomson-helmholtz-dynamics-block
includesblah/watt-activation/part-533
ex:skip-unchanged-slices
conditionalOnblah/watt-activation/part-533
ex:bandwidth-constrained
includesblah/watt-activation/part-533
ex:quantized-delta-f16
addsblah/watt-activation/part-581
ex:persistence-tables-for-experiments
implementsblah/watt-activation/part-581
ex:dynamic-routing
implementsblah/watt-activation/part-581
ex:experiment-registry
hasSitesblah/watt-activation/part-642
ex:site-e-l1-adjacency
believedFeasibleblah/watt-activation/part-642
ex:memory-fits
needsSimMatrixCachedForBackwardblah/watt-activation/part-642
ex:sites-c-d
presupposesSimMatrixblah/watt-activation/part-642
ex:needed-for-backward
hasSitesblah/watt-activation/part-642
ex:site-d-slope-bias-kappa
hasSitesblah/watt-activation/part-642
ex:site-f-denselohsync-cayley
hasSitesblah/watt-activation/part-642
ex:site-c-toeplitz-gamma
hasSitesblah/watt-activation/part-642
ex:site-a-nlerp
unfreezesBlocksMinus2blah/watt-activation/part-174
blocks[-2]
typeblah/katbot/2
ex:DevelopmentPhase
labelblah/katbot/2
Phase 2
typeblah/katbot/3
ex:DevelopmentPhase
includesFeatureblah/katbot/3
ex:code-analysis
includesFeatureblah/katbot/3
ex:code-modification
labelblah/watt-activation/96
Phase 2
hasDescriptionblah/watt-activation/96
Learned gate
usesComponentblah/watt-activation/96
ex:kuramoto-rotational-adamw
requiresFeatureblah/watt-activation/96
ex:spsa-or-meta-learning
hasStatusblah/watt-activation/96
ex:probably-done
hasOrdinalPositionblah/watt-activation/106
2
involvesActivityblah/watt-activation/106
ex:getting-mx-compile-working
hasBlockerblah/watt-activation/106
ex:tolist-method
mentionsComponentblah/watt-activation/106
ex:chebyshev-loops
mentionsComponentblah/watt-activation/106
ex:kuramoto-loops
labelblah/watt-activation/282
Phase 2
typeblah/watt-activation/282
ex:TrainingPhase
trainingPurposeblah/watt-activation/282
code usage
codeStabilityblah/watt-activation/282
stable and retained
hasLossMetricblah/watt-activation/282
3.04
lossStartMetricblah/watt-activation/282
5.43
hasPerplexityMetricblah/watt-activation/282
7.2
hasUtilizationMetricblah/watt-activation/282
0.344
hasTop1Metricblah/watt-activation/282
0.34
hasEntropyMetricblah/watt-activation/282
1.97
hasUtilizationMetricblah/watt-activation/282
0.312
typeblah/watt-activation/281
ex:ProcessStep
labelblah/watt-activation/281
Phase 2
typeblah/watt-activation/283
ex:Phase
labelblah/watt-activation/283
Phase 2
typeblah/watt-activation/358
ex:RunPhase
labelblah/watt-activation/358
Steps 5K-10K: pure LM (tests persistence)
hasStepRangeblah/watt-activation/358
5K-10K
usesConfigurationblah/watt-activation/358
ex:pure-lm
hasGoalblah/watt-activation/358
ex:tests-persistence
includedInMeasurementblah/watt-activation/358
ex:measurement-duration
labelblah/watt-activation/368
Phase 2
contrastsWithblah/watt-activation/368
ex:current-sweep
typeblah/watt-activation/447
ex:ProjectPhase
labelblah/watt-activation/447
Phase 2: Fused Lohe sync
hasStatusblah/watt-activation/447
ex:Succeeded
hasResultDescriptionblah/watt-activation/447
Algebraic simplification, mx.compile compatible
hasSpeedupFactorblah/watt-activation/447
1.09
speedupQualifierblah/watt-activation/447
compiled p50
isCompatibleWithblah/watt-activation/447
ex:mx-compile
typeblah/watt-activation/490
ex:ProjectPhase
hasTitleblah/watt-activation/490
Phase 2
labelblah/watt-activation/578
Phase 2
involvesTaskblah/watt-activation/578
ex:create-experimentregistry
involvesTaskblah/watt-activation/578
ex:create-dynamic-routing
involvesTaskblah/watt-activation/578
ex:add-persistence-tables
typeblah/watt-activation/639
ex:ProjectPhase
hasSiteblah/watt-activation/639
Site A
typebeam/5551787b-5625-479d-b84c-31dd65775e6f
ex:ProjectPhase
ordinalPositionbeam/5551787b-5625-479d-b84c-31dd65775e6f
2
followedBybeam/5551787b-5625-479d-b84c-31dd65775e6f
ex:phase-3
hasSubActivitybeam/5551787b-5625-479d-b84c-31dd65775e6f
Prioritize by criticality
hasSubActivitybeam/5551787b-5625-479d-b84c-31dd65775e6f
Define responsibilities for prioritized roles
hasInverseRelationbeam/5551787b-5625-479d-b84c-31dd65775e6f
isContainedIn
typebeam/d70803a6-31c4-459f-b91a-f6cf7b7a488c
ex:CalculationPhase
computesbeam/d70803a6-31c4-459f-b91a-f6cf7b7a488c
remaining-effort-portion

References (32)

32 references
  1. [1]Part 362 facts
    ctx:discord/blah/general/part-36
  2. [2]Part 21 fact
    ctx:discord/blah/katbot/part-2
  3. [3]Part 11 fact
    ctx:discord/blah/katbot/part-1
  4. [4]Part 181 fact
    ctx:discord/blah/safiersemantics/part-18
  5. [5]Part 322 facts
    ctx:discord/blah/safiersemantics/part-32
  6. [6]Part 1063 facts
    ctx:discord/blah/watt-activation/part-106
  7. [7]Part 2842 facts
    ctx:discord/blah/watt-activation/part-284
  8. [8]Part 2831 fact
    ctx:discord/blah/watt-activation/part-283
  9. [9]Part 2961 fact
    ctx:discord/blah/watt-activation/part-296
  10. [10]Part 4152 facts
    ctx:discord/blah/watt-activation/part-415
  11. [11]Part 41312 facts
    ctx:discord/blah/watt-activation/part-413
  12. [12]Part 4482 facts
    ctx:discord/blah/watt-activation/part-448
  13. [13]Part 4922 facts
    ctx:discord/blah/watt-activation/part-492
  14. [14]Part 5333 facts
    ctx:discord/blah/watt-activation/part-533
  15. [15]Part 5813 facts
    ctx:discord/blah/watt-activation/part-581
  16. [16]Part 6428 facts
    ctx:discord/blah/watt-activation/part-642
  17. [17]Part 1741 fact
    ctx:discord/blah/watt-activation/part-174
  18. [18]22 facts
    ctx:discord/blah/katbot/2
    • full textkatbot-2
      text/plain3 KBdoc:agent/katbot-2/60cba2f8-0d5c-4d63-9a95-0a8da7faf8a2
      Show excerpt
      [2025-12-20 11:21] Katbot [bot]: 🤖 **Self-Editing Discord Bot v1.0.0** **Available Commands:** • `!help` - Show this help message • `!ping` - Check bot status • `!status` - Show bot status • `!config` - Configuration management • `!self_ed
  19. [19]33 facts
    ctx:discord/blah/katbot/3
    • full textkatbot-3
      text/plain3 KBdoc:agent/katbot-3/d28f6eb5-e031-4dae-b771-734327144b9b
      Show excerpt
      [2025-12-20 11:29] ajaxdavis: !self_edit communicate in spanish [2025-12-20 11:29] Katbot [bot]: 🔧 **Self-Modification System:** Self-modification capabilities are in development. Basic code analysis and modification will be available in Ph
  20. [20]965 facts
    ctx:discord/blah/watt-activation/96
    • full textwatt-activation-96
      text/plain3 KBdoc:agent/watt-activation-96/1496da73-efd0-4eb3-9ee4-4a522042ca36
      Show excerpt
      [2026-03-08 04:10] xenonfun: ``` How It Fits the Plan The symbiogenesis library has already done the heavy lifting for Phases 1–2. Here's how each piece maps: Plan Phase symbiogenesis component Status Phase 0: WS baseline Rotation
  21. [21]1065 facts
    ctx:discord/blah/watt-activation/106
    • full textwatt-activation-106
      text/plain3 KBdoc:agent/watt-activation-106/1cc0dbfa-458e-4f02-b7b6-1c37e3d3a7f8
      Show excerpt
      [2026-03-08 19:52] xenonfun: ``` total used free wired compressed 98304Mi 88429Mi 8982Mi 59988Mi 100Mi ``` (files: Screenshot_2026-03-08_at_3.52.13_PM.png) [2026-03-08 19:57] xenon
  22. [22]28211 facts
    ctx:discord/blah/watt-activation/282
    • full textwatt-activation-282
      text/plain2 KBdoc:agent/watt-activation-282/43947283-bf7a-423b-9407-91a35d6b20a8
      Show excerpt
      [2026-03-13 23:35] xenonfun: ``` ⏺ Two-Phase Training Result Phase 1 (code formation): Healthy - Utilization: 31.6% (up from 22% in earlier run — improving) - Perplexity: 7.2 out of 32 (good spread) - Top-1: 30% (no single code do
  23. [23]2812 facts
    ctx:discord/blah/watt-activation/281
    • full textwatt-activation-281
      text/plain2 KBdoc:agent/watt-activation-281/f91e8b96-d755-417a-ba44-47aabb5f5db2
      Show excerpt
      [2026-03-13 23:22] xenonfun: ``` ⏺ This is the result we needed to see. ┌───────┬──────────────────────┬─────────────┬────────────┬───────┬─────────┐ │ Codes │ Positions/code/batch │ Utilization │ Perplexity │ Top-1 │ Entropy │ ├────
  24. [24]2832 facts
    ctx:discord/blah/watt-activation/283
    • full textwatt-activation-283
      text/plain2 KBdoc:agent/watt-activation-283/512b04b9-3f20-475b-ab8c-3e08540bd727
      Show excerpt
      [2026-03-13 23:44] xenonfun: ``` ⏺ Baseline Comparison ┌─────────────────────────┬────────────┬────────────┐ │ Mode │ Final Loss │ Throughput │ ├─────────────────────────┼────────────┼────────────┤ │ No VQ
  25. [25]3586 facts
    ctx:discord/blah/watt-activation/358
    • full textwatt-activation-358
      text/plain2 KBdoc:agent/watt-activation-358/5e6372ad-404d-41bf-87ea-6453f5db1dc5
      Show excerpt
      [2026-03-17 17:23] xenonfun: This is a decisive result for the antenna branch. Updated conclusion: - For the antenna architecture in the tested regime, RotAdamW / strict sphere ∩ zero-mean manifold constraint is actively harmful. - Adam wi
  26. [26]3682 facts
    ctx:discord/blah/watt-activation/368
    • full textwatt-activation-368
      text/plain2 KBdoc:agent/watt-activation-368/56da562c-7ef7-4f2f-b9f4-79ef4bfbd297
      Show excerpt
      [2026-03-18 15:51] xenonfun: # CLAUDE — ADDITIONAL CONTEXT (DO NOT CHANGE CURRENT SWEEP) Continue current sweep unchanged. New instruction: We now have a strong hypothesis that entity binding requires a discrete or quasi-discrete identit
  27. [27]4477 facts
    ctx:discord/blah/watt-activation/447
    • full textwatt-activation-447
      text/plain2 KBdoc:agent/watt-activation-447/eb6b6320-13b6-4a43-9fc0-605d1212edf9
      Show excerpt
      [2026-03-21 02:19] xenonfun: ``` ⏺ All phases complete. Here's the summary: Versor Extraction — Complete 20/20 tests pass, 686/686 full suite clean. What succeeded ┌───────────────────────────────┬───────────────────────────────
  28. [28]4902 facts
    ctx:discord/blah/watt-activation/490
    • full textwatt-activation-490
      text/plain2 KBdoc:agent/watt-activation-490/0995e13f-78e2-4e6d-97c3-788b633f495b
      Show excerpt
      [2026-03-22 06:02] xenonfun: ✳ Creating GeometricCodec… (3m 52s · ↓ 3.0k tokens) ⎿  ◼ Phase 2: GeometricCodec — KAN byte↔sphere codec ◼ Phase 2: ThomsonHelmholtz dynamics block ◻ Phase 3: Backprop-free LoheOptimizer ◻ Phase
  29. [29]5784 facts
    ctx:discord/blah/watt-activation/578
    • full textwatt-activation-578
      text/plain2 KBdoc:agent/watt-activation-578/f8fbdbd1-6272-4664-a52e-2441e190ea75
      Show excerpt
      [2026-03-29 02:05] xenonfun: ``` Application 1: Lattice QCD Calibration and Acceleration Domain: Computational Physics / High-Performance Computing ⏺ Yes, that's exactly what we've been validating today. The key results: 1. κ = 2√π = 3.
  30. [30]6392 facts
    ctx:discord/blah/watt-activation/639
    • full textwatt-activation-639
      text/plain3 KBdoc:agent/watt-activation-639/43a99b23-725f-4e17-9e1e-5ba2428f01ac
      Show excerpt
      [2026-04-16 00:50] xenonfun: Proposed order: 1. ✅ Batching fix for training path (done) 2. ✅ Rayon batch parallelism (done — 5.5× at batch=16, 7× at batch=64) 3. Option B — manifold BPTT (next) 4. Training smoketest on 25M with real
  31. ctx:claims/beam/5551787b-5625-479d-b84c-31dd65775e6f
    • full textbeam-chunk
      text/plain1 KBdoc:beam/5551787b-5625-479d-b84c-31dd65775e6f
      Show excerpt
      - Regularly review the progress and adjust your estimates as needed. ### Example Breakdown for 8 Hours Given that you've allocated 8 hours to finalize 75% of the responsibility matrix, here's a possible breakdown: 1. **Initial Review
  32. ctx:claims/beam/d70803a6-31c4-459f-b91a-f6cf7b7a488c
    • full textbeam-chunk
      text/plain1 KBdoc:beam/d70803a6-31c4-459f-b91a-f6cf7b7a488c
      Show excerpt
      remaining_effort = total_effort * remaining_percentage / completed_percentage print(f'Remaining effort: {remaining_effort:.2f} hours') ``` ->-> 8,19 [Turn 7451] Assistant: Certainly! To estimate the effort required to complete the remainin

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