Dontopedia
Explore

Spectral Reservoir

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

Spectral Reservoir has 8 facts recorded in Dontopedia across 3 references.

8 facts·8 predicates·3 sources

Mostly:aka(1), compared vs(1), references external work(1)

Maturity scale raw canonical shape-checked rule-derived certified

Akaaka

Compared VscomparedVs

References External WorkreferencesExternalWork

Avoids MatmulavoidsMatmul

  • true[2]all time · Part 101

Has Per Token Cost That IshasPerTokenCostThatIs

Replaceable for Long Sequences WithreplaceableForLongSequencesWith

Uses Sequential LoopusesSequentialLoop

Has Alternative NamehasAlternativeName

  • harmonic-gpt[3]sourceall time · 431

Inbound mentions (5)

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.

comparesSubjectCompares Subject(1)

expressesCompetitiveStanceExpresses Competitive Stance(1)

hasEquivalentFunctionalityHas Equivalent Functionality(1)

matchesComputationallyMatches Computationally(1)

toleratesSequentialLoopTolerates Sequential Loop(1)

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.

8 undated
—
akablah/watt-activation/part-433
ex:harmonic-gpt
—
avoidsMatmulblah/watt-activation/part-101
true
—
comparedVsblah/watt-activation/part-433
ex:our-recurrences
—
hasAlternativeNameblah/watt-activation/431
harmonic-gpt
—
hasPerTokenCostThatIsblah/watt-activation/part-101
ex:element-wise
—
referencesExternalWorkblah/watt-activation/part-433
ex:harmonic-gpt
—
replaceableForLongSequencesWithblah/watt-activation/part-101
ex:gamma-scaled-cumsum-trick
—
usesSequentialLoopblah/watt-activation/part-101
ex:sequential-loop

References (3)

3 references
  1. [1]Part 4333 facts
    customctx:discord/blah/watt-activation/part-433
  2. [2]Part 1014 facts
    customctx:discord/blah/watt-activation/part-101
  3. [3]watt-activation-4311 fact
    customctx:discord/blah/watt-activation/431
    • full textwatt-activation-431
      text/plain2 KBdoc:agent/watt-activation-431/fe3431ab-9a99-4974-a30a-a6d733127e7e
      Show excerpt
      [2026-03-20 05:54] xenonfun: ``` The geodesic map preserves the exact intended angular displacement: theta = dt * ||tangent|| radians, period. No distortion. The key difference from our version Their version still uses κ — theta = kap…

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.

↑