Dontopedia

symbiogenesis

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

symbiogenesis has 9 facts recorded in Dontopedia across 2 references.

9 facts·7 predicates·2 sources

Mostly:rdf:type(2), mentioned in(1), implemented in language(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (2)

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concernsConcerns(1)

derivesFromDerives From(1)

Other facts (8)

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8 facts
PredicateValueRef
Rdf:typeSoftware Project[1]
Rdf:typeSoftware Project[2]
Mentioned inSymbiogenesis[1]
Implemented in LanguagePython[2]
Hosted atgithub.com/MonumentalSystems/symbiogenesis[2]
Implements Framework TypePopulation Based Neural Architecture Evolution Framework[2]
Uses Architecture ComponentNeural Network Unit[2]
Uses MechanismKuramoto Oscillator[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.

typeblah/watt-activation/2
ex:SoftwareProject
mentionedInblah/watt-activation/2
https://github.com/MonumentalSystems/symbiogenesis
typeblah/watt-activation/459
ex:SoftwareProject
labelblah/watt-activation/459
symbiogenesis
implementedInLanguageblah/watt-activation/459
ex:Python
hostedAtblah/watt-activation/459
github.com/MonumentalSystems/symbiogenesis
implementsFrameworkTypeblah/watt-activation/459
ex:population-based-neural-architecture-evolution-framework
usesArchitectureComponentblah/watt-activation/459
ex:neural-network-unit
usesMechanismblah/watt-activation/459
ex:kuramoto-oscillator

References (2)

2 references
  1. [1]22 facts
    ctx:discord/blah/watt-activation/2
    • full textwatt-activation-2
      text/plain2 KBdoc:agent/watt-activation-2/0e3b6314-0cf0-427f-ae6c-c21c3fd8e5b9
      Show excerpt
      [2026-02-25 22:52] lisamegawatts: But it looks like it did replicate wide results [2026-02-25 23:15] xenonfun: (files: Screenshot_2026-02-25_at_6.14.50_PM.png) [2026-02-25 23:19] xenonfun: (files: replication_report.md) [2026-02-25 23:20]
  2. [2]4597 facts
    ctx:discord/blah/watt-activation/459
    • full textwatt-activation-459
      text/plain2 KBdoc:agent/watt-activation-459/5a24a4b5-2967-488c-8337-25c0e0516514
      Show excerpt
      [2026-03-21 16:37] xenonfun: ``` FedSym Port: symbiogenesis → HarmonicRust Context The Python symbiogenesis project (github.com/MonumentalSystems/symbiogenesis) implements a population-based neural architecture evolution framework. Neur

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