Dontopedia

Thermodynamic β

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

Thermodynamic β has 11 facts recorded in Dontopedia across 5 references, with 2 live disagreements.

11 facts·8 predicates·5 sources·2 in dispute

Mostly:rdf:type(2), converges to value(2), derivable without overhead(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (9)

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.

askedAboutAsked About(1)

askedAboutExtractionOfAsked About Extraction of(1)

concernsPerformanceHitOfBetaCalcConcerns Performance Hit of Beta Calc(1)

describesMetricDescribes Metric(1)

essentialForBetaCalcEssential for Beta Calc(1)

includesMetricIncludes Metric(1)

questionsExtractabilityFromExistingInfoQuestions Extractability From Existing Info(1)

questionsRequirementsForBetaCalcQuestions Requirements for Beta Calc(1)

suggestsComputingBetaSuggests Computing Beta(1)

Other facts (10)

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.

10 facts
PredicateValueRef
Rdf:typeCalculation[3]
Rdf:typeMetric[5]
Converges to Value25[4]
Converges to Value27[4]
Derivable Without OverheadOption a[1]
Requires No New Computationstrue[1]
Converges to~25–27[2]
MeasuresInverse Temperature[4]
Is Higher inSpectral[5]
ImpliesOrdered State[5]

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.

derivableWithoutOverheadblah/watt-activation/part-180
ex:option-a
requiresNoNewComputationsblah/watt-activation/part-180
true
convergesToblah/watt-activation/part-233
~25–27
typeblah/watt-activation/180
ex:Calculation
convergesToValueblah/watt-activation/232
25
convergesToValueblah/watt-activation/232
27
measuresblah/watt-activation/232
ex:inverse-temperature
typeblah/watt-activation/235
ex:Metric
labelblah/watt-activation/235
Thermodynamic β
isHigherInblah/watt-activation/235
ex:spectral
impliesblah/watt-activation/235
ex:ordered-state

References (5)

5 references
  1. [1]Part 1802 facts
    ctx:discord/blah/watt-activation/part-180
  2. [2]Part 2331 fact
    ctx:discord/blah/watt-activation/part-233
  3. [3]1801 fact
    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
  4. [4]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
  5. [5]2354 facts
    ctx:discord/blah/watt-activation/235
    • full textwatt-activation-235
      text/plain2 KBdoc:agent/watt-activation-235/2b477fba-6b21-4139-a3e7-6c48c5dad99f
      Show excerpt
      [2026-03-11 22:42] xenonfun: ⏺ Done. Pushed 34b7246. Summary of what landed: - Results: anchor_kan best ppl 155.6 / 52K tok/s, spectral 116.4 / 43.7K tok/s - parallel prefill: 120× faster for spectral, auto-fallback for anchor_kan -

See also

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