Dontopedia

Temperature annealing

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Temperature annealing has 10 facts recorded in Dontopedia across 4 references, with 1 live disagreement.

10 facts·6 predicates·4 sources·1 in dispute

Mostly:reinforces(2), gradually reduces(2), promotes(2)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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implementsFeatureImplements Feature(1)

Other facts (9)

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.

9 facts
PredicateValueRef
ReinforcesPreferred Harmonic Modes[1]
ReinforcesPreferred Harmonic Mode[4]
Gradually ReducesNoise[1]
Gradually ReducesNoise[4]
PromotesStable Coherence[1]
PromotesStable Coherence[4]
Causes Transition toStable Coherence[1]
Applies toLogits[2]
Anneals From to Over Steps2.0 to 1.0 over 10K steps[3]

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.

reinforcesblah/omega/part-1211
ex:preferred-harmonic-modes
causesTransitionToblah/omega/part-1211
ex:stable-coherence
graduallyReducesblah/omega/part-1211
ex:noise
promotesblah/omega/part-1211
ex:stable-coherence
appliesToblah/watt-activation/part-481
ex:logits
annealsFromToOverStepsblah/watt-activation/part-483
2.0 to 1.0 over 10K steps
labelblah/omega/1204
Temperature annealing
graduallyReducesblah/omega/1204
ex:noise
promotesblah/omega/1204
ex:stable-coherence
reinforcesblah/omega/1204
ex:preferred-harmonic-mode

References (4)

4 references
  1. [1]Part 12114 facts
    ctx:discord/blah/omega/part-1211
  2. [2]Part 4811 fact
    ctx:discord/blah/watt-activation/part-481
  3. [3]Part 4831 fact
    ctx:discord/blah/watt-activation/part-483
  4. [4]12044 facts
    ctx:discord/blah/omega/1204
    • full textomega-1204
      text/plain3 KBdoc:agent/omega-1204/b864464d-1d41-4e72-8a5d-a4b07e8209ff
      Show excerpt
      [2026-03-05 10:41] omega [bot]: - Population units receive inputs modulated by gates and oscillator signals: \[ x_i(t+1) = \phi_i\big( \sum_{m} g_{k(m)}(t) \cdot W_{im} x_m(t) + \eta_i(t) \big) \] with nonlinearity \(\phi_i\) an

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