Dontopedia

The fix

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

The fix has 9 facts recorded in Dontopedia across 3 references, with 1 live disagreement.

9 facts·7 predicates·3 sources·1 in dispute

Mostly:proposes alternative(2), preserves gradient magnitude for1d oscillator params(1), includes separate lr osc(1)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (8)

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.

8 facts
PredicateValueRef
Proposes AlternativeDirect Scan[3]
Proposes AlternativeTorch Cumsum Exponential Decay[3]
Preserves Gradient Magnitude For1d Oscillator ParamsLohe Optimizer[1]
Includes Separate Lr OscLohe Optimizer[1]
ImprovesAttention Routing[2]
SplitsAmplitude[2]
Would Beeffective[2]
Involves ReplacementFft Convolution[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.

preservesGradientMagnitudeFor1dOscillatorParamsblah/watt-activation/part-192
ex:lohe-optimizer
includesSeparateLrOscblah/watt-activation/part-192
ex:lohe-optimizer
improvesblah/watt-activation/part-340
ex:attention-routing
splitsblah/watt-activation/part-340
ex:amplitude
wouldBeblah/watt-activation/part-340
effective
labelblah/watt-activation/322
The fix
involvesReplacementblah/watt-activation/322
ex:fft-convolution
proposesAlternativeblah/watt-activation/322
ex:direct-scan
proposesAlternativeblah/watt-activation/322
ex:torch-cumsum-exponential-decay

References (3)

3 references
  1. [1]Part 1922 facts
    ctx:discord/blah/watt-activation/part-192
  2. [2]Part 3403 facts
    ctx:discord/blah/watt-activation/part-340
  3. [3]3224 facts
    ctx:discord/blah/watt-activation/322
    • full textwatt-activation-322
      text/plain1 KBdoc:agent/watt-activation-322/761781b8-f4bc-47b4-88cf-16d056285449
      Show excerpt
      [2026-03-15 03:39] lisamegawatts: o your question about the telegrapher's equation — yes, that's exactly the right idea. The FFT convolution is our bottleneck. The telegrapher's equation gives us a closed-form wave propagation solution: ∂

See also

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