Dontopedia

Option B

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

Option B is Try to pull the actual Fermi-GBM FITS files and do spectral fitting in Rust.

118 facts·83 predicates·22 sources·15 in dispute

Mostly:rdf:type(11), has score for factor(3), has score for(3)

Maturity scale raw canonical shape-checked rule-derived certified

Uses ToolusesTool

Rdf:typein disputerdf:type

Inbound mentions (30)

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.

hasOptionHas Option(3)

mustPrecedeMust Precede(2)

believesShouldImplementBelieves Should Implement(1)

centralToCentral to(1)

comparableEffortToComparable Effort to(1)

comparesCompares(1)

consistsOfConsists of(1)

determinesWinnerDetermines Winner(1)

featureOfFeature of(1)

hasExampleOptionHas Example Option(1)

hasFirstPlaceHas First Place(1)

hasHighestScalabilityScoreHas Highest Scalability Score(1)

hasHighestSecurityScoreHas Highest Security Score(1)

hasInputHas Input(1)

implementsImplements(1)

implementsOptionImplements Option(1)

involvesBpttManifoldInvolves Bptt Manifold(1)

isIs(1)

prefersPrefers(1)

proposesAlternativeProposes Alternative(1)

recommendsOptionRecommends Option(1)

referencesPlanReferences Plan(1)

scopesScopes(1)

servesDifferentGoalFromServes Different Goal From(1)

successorToSuccessor to(1)

transitionsToTransitions to(1)

usesOptionUses Option(1)

Other facts (101)

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.

101 facts
PredicateValueRef
Has Score for Factor7[10]
Has Score for Factor8[10]
Has Score for Factor9[10]
Has Score forCost Factor[11]
Has Score forScalability Factor[11]
Has Score forSecurity Factor[11]
Score Value7[11]
Score Value8[11]
Score Value9[11]
Scored byCost Factor[11]
Scored byScalability Factor[11]
Scored bySecurity Factor[11]
Scored Value7[11]
Scored Value8[11]
Scored Value9[11]
Has ScoreCost Score 7[12]
Has ScoreScalability Score 8[12]
Has ScoreSecurity Score 9[12]
DescriptionTry to pull the actual Fermi-GBM FITS files and do spectral fitting in Rust[16]
DescriptionAuto-generated + manual intro[19]
Descriptionmanifold BPTT with streaming caches[21]
InvolvesFetching Fermi Gbm Fits Data[4]
InvolvesAuto Generated Manual Intro[6]
Described Asa lot[8]
Described Asfetching actual Fermi-GBM FITS data and doing spectral fitting[17]
Has Weighted ScoreOption B Weighted 41[12]
Has Weighted Score41[13]
Score Greater ThanOption C[13]
Score Greater ThanOption a[13]
Requires Change inMethod Call[15]
Requires Change inHarmonic Block[15]
Involves Taskdrop the hand-written man pages[19]
Involves Taskadd a xtask gen-man target[19]
Is Alternative PlanFast[1]
Involves Remove Code Firstaccept temporary test failures[1]
Less Preferred ThanOption a[2]
From MethodCall Method[2]
Causes Cascading Changestrue[2]
Requires Threading ThroughHarmonic Block[2]
Returns Tuple(output, r_scalar)[2]
Does Spectral Fitting inRust[3]
Pulls Fermi Gbm Fits Filesnull[3]
Evaluated As Significant Effortnull[3]
Provides Real Validation Datanull[3]
Is Significant Projectnull[3]
Offers Correction toTier 0[5]
Informs ofChild Failure[5]
RequestsGrace Period[5]
Identifies Bad ChildChild C[5]
Adds TargetXtask Gen Man[6]
Has DownsideLess Editorial Voice[6]
Drops HandwrittenMan Pages[6]
One Shot Migrationtrue[6]
Enables Gradient SignalPer Group Scalars[7]
Targets GoalTraining Fidelity[7]
Drops TechniqueStraight Through Surrogate[7]
Has Effort Levelroughly equal[7]
Implements MethodProper Manifold Bptt[7]
UsesStreaming Caches[8]
Phased AsSite B Cayley Plus Grad Check[8]
AddsNew Cache State[8]
Risks Retrofit IssuesBatching[8]
ImplementsManifold Bptt[8]
Built on Top ofBatched Training Path[8]
Phased NextOther 5 Sites[8]
Depends onItem 1[8]
Has Highest Scalability ScoreOption B[9]
Has Highest Security ScoreOption B[9]
Has Cost Score7[9]
Has Scalability Score8[9]
Has Security Score9[9]
Has Trade OffBalanced High Security[9]
Cost Score7[9]
Scalability Score8[9]
Security Score9[9]
Has Rdf:typeDecision Option[10]
Best inSecurity Factor[11]
Second Best inScalability Factor[11]
Overall Patternsecurity-focused[11]
Ranks Higher ThanOption C[12]
Has Highest Weighted ScoreWinner Status[12]
Option Number2[14]
Agent Capable of ActionRussellballestrini[14]
Action MechanismRedeploy Button[14]
Target of ActionLatest Deployment[14]
Proposes ReturningTuple Output R Scalar[15]
Has EffectCascades[15]
Characteristicsignificant project[16]
Outcomereal validation data[16]
Initiated AfterPush Action[17]
Characterized Assubstantial feature[17]
Requires EffortOne Day of Work[17]
Is Handling Option forCase 2[18]
Involves CommunicationProxy Reports Failure to Tier 0[18]
Involves ActionTier 0 Grants Grace Period[18]
Requires MechanismGrace Period[18]
Avoids ConsequenceImmediate Penalty[18]
Disadvantageless editorial voice[19]
Built UponBatched Training Path[21]
Has Rollout PlanOption B Rollout[21]

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.

isAlternativePlanblah/safiersemantics/part-18
Fast
involvesRemoveCodeFirstblah/safiersemantics/part-18
accept temporary test failures
lessPreferredThanblah/watt-activation/part-180
ex:option-a
fromMethodblah/watt-activation/part-180
ex:call-method
causesCascadingChangesblah/watt-activation/part-180
true
requiresThreadingThroughblah/watt-activation/part-180
ex:harmonic-block
returnsTupleblah/watt-activation/part-180
(output, r_scalar)
doesSpectralFittingInblah/watt-activation/part-522
ex:rust
pullsFermiGbmFitsFilesblah/watt-activation/part-522
null
evaluatedAsSignificantEffortblah/watt-activation/part-522
null
providesRealValidationDatablah/watt-activation/part-522
null
isSignificantProjectblah/watt-activation/part-522
null
involvesblah/watt-activation/part-525
ex:fetching-fermi-gbm-fits-data
offersCorrectionToblah/watt-activation/part-558
ex:tier-0
informsOfblah/watt-activation/part-558
ex:child-failure
requestsblah/watt-activation/part-558
ex:grace-period
identifiesBadChildblah/watt-activation/part-558
ex:child-c
addsTargetblah/watt-activation/part-626
ex:xtask-gen-man
involvesblah/watt-activation/part-626
ex:auto-generated-manual-intro
hasDownsideblah/watt-activation/part-626
ex:less-editorial-voice
dropsHandwrittenblah/watt-activation/part-626
ex:man-pages
oneShotMigrationblah/watt-activation/part-626
true
enablesGradientSignalblah/watt-activation/part-634
ex:per-group-scalars
targetsGoalblah/watt-activation/part-634
ex:training-fidelity
dropsTechniqueblah/watt-activation/part-634
ex:straight-through-surrogate
hasEffortLevelblah/watt-activation/part-634
roughly equal
implementsMethodblah/watt-activation/part-634
ex:proper-manifold-bptt
usesblah/watt-activation/part-640
ex:streaming-caches
phasedAsblah/watt-activation/part-640
ex:site-b-cayley-plus-grad-check
addsblah/watt-activation/part-640
ex:new-cache-state
risksRetrofitIssuesblah/watt-activation/part-640
ex:batching
implementsblah/watt-activation/part-640
ex:manifold-bptt
builtOnTopOfblah/watt-activation/part-640
ex:batched-training-path
phasedNextblah/watt-activation/part-640
ex:other-5-sites
describedAsblah/watt-activation/part-640
a lot
dependsOnblah/watt-activation/part-640
ex:item-1
typebeam/fd847186-7170-4b7d-b307-1282777adea7
ex:ComparisonOption
hasHighestScalabilityScorebeam/fd847186-7170-4b7d-b307-1282777adea7
ex:option-b
hasHighestSecurityScorebeam/fd847186-7170-4b7d-b307-1282777adea7
ex:option-b
hasCostScorebeam/fd847186-7170-4b7d-b307-1282777adea7
7
hasScalabilityScorebeam/fd847186-7170-4b7d-b307-1282777adea7
8
hasSecurityScorebeam/fd847186-7170-4b7d-b307-1282777adea7
9
typebeam/fd847186-7170-4b7d-b307-1282777adea7
ex:CloudArchitectureOption
hasTradeOffbeam/fd847186-7170-4b7d-b307-1282777adea7
ex:balanced-high-security
costScorebeam/fd847186-7170-4b7d-b307-1282777adea7
7
scalabilityScorebeam/fd847186-7170-4b7d-b307-1282777adea7
8
securityScorebeam/fd847186-7170-4b7d-b307-1282777adea7
9
hasScoreForFactorbeam/f785aaf8-c8fc-4628-9503-45b6c5e5c24b
7
hasScoreForFactorbeam/f785aaf8-c8fc-4628-9503-45b6c5e5c24b
8
hasScoreForFactorbeam/f785aaf8-c8fc-4628-9503-45b6c5e5c24b
9
typebeam/f785aaf8-c8fc-4628-9503-45b6c5e5c24b
ex:decision-option
typebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:EvaluationOption
namebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
Option B
hasScoreForbeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:cost-factor
scoreValuebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
7
hasScoreForbeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:scalability-factor
scoreValuebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
8
hasScoreForbeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:security-factor
scoreValuebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
9
scoredBybeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:cost-factor
scoredValuebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
7
scoredBybeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:scalability-factor
scoredValuebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
8
scoredBybeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:security-factor
scoredValuebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
9
typebeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:Alternative
bestInbeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:security-factor
secondBestInbeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
ex:scalability-factor
overallPatternbeam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
security-focused
hasScorebeam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
ex:cost-score-7
hasScorebeam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
ex:scalability-score-8
hasScorebeam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
ex:security-score-9
hasWeightedScorebeam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
ex:option-b-weighted-41
ranksHigherThanbeam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
ex:option-c
typebeam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
ex:EvaluatedOption
hasHighestWeightedScorebeam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
ex:winner-status
hasWeightedScorebeam/c1f1318a-b1a4-4397-82eb-9e427767906a
41
typebeam/c1f1318a-b1a4-4397-82eb-9e427767906a
ex:Option
labelbeam/c1f1318a-b1a4-4397-82eb-9e427767906a
Option B
scoreGreaterThanbeam/c1f1318a-b1a4-4397-82eb-9e427767906a
ex:option-c
scoreGreaterThanbeam/c1f1318a-b1a4-4397-82eb-9e427767906a
ex:option-a
typeblah/blah/11
ex:ProposedSolution
optionNumberblah/blah/11
2
agentCapableOfActionblah/blah/11
ex:russellballestrini
actionMechanismblah/blah/11
ex:redeploy-button
targetOfActionblah/blah/11
ex:latest-deployment
typeblah/watt-activation/180
ex:SolutionProposal
proposesReturningblah/watt-activation/180
ex:tuple-output-r-scalar
requiresChangeInblah/watt-activation/180
ex:method-call
requiresChangeInblah/watt-activation/180
ex:harmonic-block
hasEffectblah/watt-activation/180
ex:cascades
descriptionblah/watt-activation/519
Try to pull the actual Fermi-GBM FITS files and do spectral fitting in Rust
characteristicblah/watt-activation/519
significant project
outcomeblah/watt-activation/519
real validation data
typeblah/watt-activation/522
ex:Plan
describedAsblah/watt-activation/522
fetching actual Fermi-GBM FITS data and doing spectral fitting
initiatedAfterblah/watt-activation/522
ex:push-action
characterizedAsblah/watt-activation/522
substantial feature
requiresEffortblah/watt-activation/522
ex:one-day-of-work
isHandlingOptionForblah/watt-activation/555
ex:case-2
involvesCommunicationblah/watt-activation/555
ex:proxy-reports-failure-to-tier-0
involvesActionblah/watt-activation/555
ex:tier-0-grants-grace-period
labelblah/watt-activation/555
Option B
requiresMechanismblah/watt-activation/555
ex:grace-period
avoidsConsequenceblah/watt-activation/555
ex:immediate-penalty
descriptionblah/watt-activation/623
Auto-generated + manual intro
usesToolblah/watt-activation/623
ex:clap-mangen
involvesTaskblah/watt-activation/623
drop the hand-written man pages
involvesTaskblah/watt-activation/623
add a xtask gen-man target
disadvantageblah/watt-activation/623
less editorial voice
labelblah/watt-activation/631
Option B
typeblah/watt-activation/631
ex:ProposalOption
labelblah/watt-activation/637
Option B: manifold BPTT with streaming caches
typeblah/watt-activation/637
ex:Feature
descriptionblah/watt-activation/637
manifold BPTT with streaming caches
builtUponblah/watt-activation/637
ex:batched-training-path
hasRolloutPlanblah/watt-activation/637
ex:option-b-rollout
hasComparisonEffortblah/watt-activation/644
~800-1200 LOC

References (22)

22 references
  1. [1]Part 182 facts
    ctx:discord/blah/safiersemantics/part-18
  2. [2]Part 1805 facts
    ctx:discord/blah/watt-activation/part-180
  3. [3]Part 5225 facts
    ctx:discord/blah/watt-activation/part-522
  4. [4]Part 5251 fact
    ctx:discord/blah/watt-activation/part-525
  5. [5]Part 5584 facts
    ctx:discord/blah/watt-activation/part-558
  6. [6]Part 6265 facts
    ctx:discord/blah/watt-activation/part-626
  7. [7]Part 6345 facts
    ctx:discord/blah/watt-activation/part-634
  8. [8]Part 6409 facts
    ctx:discord/blah/watt-activation/part-640
  9. ctx:claims/beam/fd847186-7170-4b7d-b307-1282777adea7
    • full textbeam-chunk
      text/plain1 KBdoc:beam/fd847186-7170-4b7d-b307-1282777adea7
      Show excerpt
      # Print the results print("\nWeighted Scores:") for option_name, score in sorted_options: print(f"{option_name}: {score}") if __name__ == "__main__": main() ``` ### How to Use the Script 1. Run the script. 2. Ente
  10. ctx:claims/beam/f785aaf8-c8fc-4628-9503-45b6c5e5c24b
    • full textbeam-chunk
      text/plain1 KBdoc:beam/f785aaf8-c8fc-4628-9503-45b6c5e5c24b
      Show excerpt
      score = int(input(f"Enter the score for {factor} (1-10): ")) option_scores[factor] = score options[option_name] = option_scores # Calculate weighted scores weighted_scores = {} for o
  11. ctx:claims/beam/3c36acbb-efcf-4392-bf34-e49ecdf16d27
  12. ctx:claims/beam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
    • full textbeam-chunk
      text/plain1 KBdoc:beam/f77b59d7-50ae-459f-8fcc-4e7f57e516a2
      Show excerpt
      for option_name, score in sorted_options: print(f"{option_name}: {score}") if __name__ == "__main__": main() ``` ### Execution with Provided Data Let's execute the script with the provided data: ```python Enter the numbe
  13. ctx:claims/beam/c1f1318a-b1a4-4397-82eb-9e427767906a
    • full textbeam-chunk
      text/plain1 KBdoc:beam/c1f1318a-b1a4-4397-82eb-9e427767906a
      Show excerpt
      Based on the weighted scores, **Option B** has the highest score of 41, followed by **Option C** with 38, and **Option A** with 34. This helps you prioritize the options based on the defined criteria and weights. Would you like to run this
  14. [14]115 facts
    ctx:discord/blah/blah/11
    • full textblah-11
      text/plain3 KBdoc:agent/blah-11/200680a7-8423-48ff-a9a2-261cde3d3bc6
      Show excerpt
      [2026-02-21 17:29] foxhop.: The annoying errors are almost certainly from Vercel's GitHub integration which creates check runs on every commit. This is controlled by Vercel's project settings, not GitHub Actions.
  15. [15]1805 facts
    ctx:discord/blah/watt-activation/180
    • full textwatt-activation-180
      text/plain2 KBdoc:agent/watt-activation-180/85d3802b-f63a-40de-acbc-889407c3b80c
      Show excerpt
      [2026-03-10 01:46] lisamegawatts: yes compute it and use that to modulate, i think we probably need to get rid of softmax or ask for a more principled alternative and a config flag. then on the xero harmonics, ask it about using the tempera
  16. [16]5193 facts
    ctx:discord/blah/watt-activation/519
    • full textwatt-activation-519
      text/plain2 KBdoc:agent/watt-activation-519/6fff3ae6-c08b-4c29-81d1-1896383fb4af
      Show excerpt
      [2026-03-23 00:52] xenonfun: ⏺ The honest answer is that the observational data we have is already most of what's published. The bottleneck is: For E_c (burst cutoffs): - Only SGR 1806-20 has a genuine MeV-scale measurement (12 MeV fro
  17. [17]5225 facts
    ctx:discord/blah/watt-activation/522
    • full textwatt-activation-522
      text/plain2 KBdoc:agent/watt-activation-522/7967f398-39af-455b-870c-78487d165e21
      Show excerpt
      [2026-03-23 01:05] xenonfun: ``` Physics interpretation: 1. Correlation decay is real physics, not a bug. As the commutator dissipates energy (90.7% gone by step 20K), the field homogenizes — bivector planes become more co-planar
  18. [18]5556 facts
    ctx:discord/blah/watt-activation/555
    • full textwatt-activation-555
      text/plain2 KBdoc:agent/watt-activation-555/899a3f82-9a19-4160-8429-2d6971cbe47d
      Show excerpt
      [2026-03-23 07:04] xenonfun: ⏺ Good question about failed bubbled-down challenges. Here's how it should work: Challenge Failure Propagation Tier 0 challenges Proxy on point 250,001 → Proxy forwards to Child C (local point 50,001)
  19. [19]6235 facts
    ctx:discord/blah/watt-activation/623
    • full textwatt-activation-623
      text/plain3 KBdoc:agent/watt-activation-623/da0e487d-aed8-4f66-b6b9-8821e21f9a5c
      Show excerpt
      [2026-04-12 10:19] xenonfun: (files: Screenshot_2026-04-12_at_6.19.05_AM.png) [2026-04-12 10:29] xenonfun: (files: gnostr.cloud.wizards.png) [2026-04-12 14:37] xenonfun: Cool BIP34 backward nostr compaitibly is showing up on those pages:
  20. [20]6312 facts
    ctx:discord/blah/watt-activation/631
  21. [21]6375 facts
    ctx:discord/blah/watt-activation/637
    • full textwatt-activation-637
      text/plain3 KBdoc:agent/watt-activation-637/19b1b41c-2a51-4202-8887-489a5512853c
      Show excerpt
      [2026-04-16 00:35] xenonfun: Proposed new order 1. Batching fix for training path (quick) — apply the same batched_linear_forward change to forward_train and its backward. Free 2.5× on training throughput. This must happen before Optio
  22. [22]6441 fact
    ctx:discord/blah/watt-activation/644
    • full textwatt-activation-644
      text/plain3 KBdoc:agent/watt-activation-644/ef1040bc-a0c5-4942-a4fb-4ba732f1cc65
      Show excerpt
      [2026-04-16 02:25] xenonfun: ``` === generation: seed=15 bytes, generate=256 bytes, temp=0.8 argmax=false sliding=true rebuild_every=32 === --- seed --- The universe is hex[0..15]: 54 68 65 20 75 6e 69 76 65 72 73 65 20

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