Dontopedia

Recurrent State Approach

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Recurrent State Approach has 9 facts recorded in Dontopedia across 2 references.

9 facts·9 predicates·2 sources

Mostly:superior for long sequences(1), better than kv cache(1), has o1 complexity per token(1)

Maturity scale raw canonical shape-checked rule-derived certified

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
Superior for Long SequencesLong Sequences[1]
Better Than Kv CacheKv Cache[1]
Has O1 Complexity Per TokenO1 Per Token[1]
Has O Complexity D StateOd State[1]
Rdf:typeOptimization Strategy[2]
Computational Complexity Per TokenO(1)[2]
State ComplexityO(d)[2]
Compared toKv Cache[2]
Advantageous Scenariolong sequences[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.

superiorForLongSequencesblah/watt-activation/part-157
ex:long-sequences
betterThanKvCacheblah/watt-activation/part-157
ex:kv-cache
hasO1ComplexityPerTokenblah/watt-activation/part-157
ex:o1-per-token
hasOComplexityDStateblah/watt-activation/part-157
ex:od-state
typeblah/watt-activation/157
ex:OptimizationStrategy
computationalComplexityPerTokenblah/watt-activation/157
O(1)
stateComplexityblah/watt-activation/157
O(d)
comparedToblah/watt-activation/157
ex:kv-cache
advantageousScenarioblah/watt-activation/157
long sequences

References (2)

2 references
  1. [1]Part 1574 facts
    ctx:discord/blah/watt-activation/part-157
  2. [2]1575 facts
    ctx:discord/blah/watt-activation/157
    • full textwatt-activation-157
      text/plain2 KBdoc:agent/watt-activation-157/33269747-5dbc-4dc7-9124-96c422617a89
      Show excerpt
      [2026-03-09 16:19] xenonfun: ❯ okay we have optimal caching and other optimizations in the inferance yet? ⏺ No, not really. The main gaps: 1. Prefill is token-by-token — the biggest issue. We process each prompt token through step() sequ

See also

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