Dontopedia

Cumsum Based Attention

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

Cumsum Based Attention has 4 facts recorded in Dontopedia across 2 references.

4 facts·4 predicates·2 sources

Mostly:has complexity(1), is fundamentally different from(1), time complexity(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (2)

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usesAttentionUses Attention(1)

usesMechanismUses Mechanism(1)

Other facts (4)

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4 facts
PredicateValueRef
Has ComplexityO(T) linear[1]
Is Fundamentally Different FromRotation Accumulation[1]
Time ComplexityO T Linear[2]
Differs FromRotation Accumulation[2]

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.

hasComplexityblah/watt-activation/part-405
O(T) linear
isFundamentallyDifferentFromblah/watt-activation/part-405
ex:rotation-accumulation
timeComplexityblah/watt-activation/403
ex:o-t-linear
differsFromblah/watt-activation/403
ex:rotation-accumulation

References (2)

2 references
  1. [1]Part 4052 facts
    ctx:discord/blah/watt-activation/part-405
  2. [2]4032 facts
    ctx:discord/blah/watt-activation/403
    • full textwatt-activation-403
      text/plain2 KBdoc:agent/watt-activation-403/d55f91e3-d6ae-47d0-a701-fcf659140c12
      Show excerpt
      [2026-03-19 05:31] xenonfun: ❯ is any of this applicable to WireLM lohe_v3 style stuff? ``` ⏺ Yes — the decay gates specifically. The gated cumsum monoid (g, v) ⊗ (g', v') = (g·g', g'·v + v') is exactly what _gated_cumsum already does in at

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