harmonic-core

as donto believed on

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

harmonic-core is ML + physics mixed together.

26 facts·18 predicates·10 sources·2 in dispute

Mostly:rdf:type(4), has part(4), focuses on(1)

Inbound mentions (35)

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.

`partOf`Part of(7)

Harmonic Core Neural Network Machineryex:harmonic-core-neural-network-machinery
Harmonic Core Src Bivector Field.rsex:harmonic-core-src-bivector_field.rs
Harmonic Core Src Cuda Backend.rsex:harmonic-core-src-cuda_backend.rs
Harmonic Core Src Cuda Kernelsex:harmonic-core-src-cuda_kernels
Harmonic Core Src Models Kick Cache.rsex:harmonic-core-src-models-kick-cache.rs
Harmonic Core Src Models Kick Mod.rsex:harmonic-core-src-models-kick-mod.rs
Harmonic Core Src Resonate Benchmark.rsex:harmonic-core-src-resonate-benchmark.rs

`isLocatedIn`Is Located in(4)

Harmonic Core Cargo Tomlex:harmonic-core-cargo-toml
Harmonic Core Src Compute Rsex:harmonic-core-src-compute-rs
Harmonic Core Src Lib Rsex:harmonic-core-src-lib-rs
Harmonic Core Src Simd X86 Rsex:harmonic-core-src-simd-x86-rs

`contains`Contains(3)

Harmonic Rust Workspaceex:harmonic-rust-workspace
Harmonic Rust Workspace Currentex:harmonic-rust-workspace-current
Harmonic Rust Workspace Targetex:harmonic-rust-workspace-target

`locatedIn`Located in(2)

Mlp Backpropex:mlp-backprop
Tokenizer Rsex:tokenizer-rs

`advocatesCudaIntegration`Advocates Cuda Integration(1)

Textex:text

`causesEntanglement`Causes Entanglement(1)

Commutator Codeex:commutator-code

`destinationLocation`Destination Location(1)

Port Evolutionary Framework Coreex:port-evolutionary-framework-core

`hasDependencyOn`Has Dependency on(1)

Commutator Protocolex:commutator-protocol

`hasTargetFramework`Has Target Framework(1)

Fed Sym Port Projectex:fed-sym-port-project

`hasZeroDepsOn`Has Zero Deps on(1)

Commutator Protocolex:commutator-protocol

`implementationLocation`Implementation Location(1)

Decision Trainingex:decision-training

`involves`Involves(1)

Backward Compat Strategyex:backward-compat-strategy

`isEntangledWith`Is Entangled With(1)

Commutator Codeex:commutator-code

`isNewFeature`Is New Feature(1)

Cuda Supportex:cuda-support

`isResolvableBySimulation`Is Resolvable by Simulation(1)

Physicsex:physics

`listsChangesFor`Lists Changes for(1)

File Changes Tableex:file-changes-table

`ontologicallySeparate`Ontologically Separate(1)

Commutator Scienceex:commutator-science

`portsInto`Ports Into(1)

Evolutionary Framework Coreex:evolutionary-framework-core

`proposesModifications`Proposes Modifications(1)

Xenonfunex:xenonfun

`referencesCodebase`References Codebase(1)

Wave Unified Trainex:wave_unified_train

`referencesProject`References Project(1)

Changelog Tableex:changelog-table

`relatedToProject`Related to Project(1)

Symbiogenesisex:symbiogenesis

`willSeparateInto`Will Separate Into(1)

Rust Projectex:rust-project

Other facts (24)

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.

24 facts

Predicate	Value	Ref
Rdf:type	Crates	[5]
Rdf:type	Software Module	[6]
Rdf:type	Directory	[7]
Rdf:type	Project	[9]
Has Part	Harmonic Core Src Compute Rs	[8]
Has Part	Harmonic Core Src Lib Rs	[8]
Has Part	Harmonic Core Cargo Toml	[8]
Has Part	Harmonic Core Src Simd X86 Rs	[8]
Focuses on	math+models	[1]
Has Existing Pattern	true	[2]
Targets Gpu and Cpu Compute	null	[3]
Supports Multiple Backends	null	[3]
Is Rust Crate	null	[3]
Will Reduce to	Target Harmonic Core	[4]
Currently Overloaded	ML Physics Mix	[4]
Has Line Count	114K	[4]
Mixes	ML Physics	[4]
Re Exports	Commutator Field Types	[4]
Contains Math and Models	true	[5]
Has Size Metric	114K lines	[10]
Description	ML + physics mixed together	[10]
Has Target Size	96000	[10]
Target Focus	ML only	[10]
Re Exports	Field Types	[10]

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.

26 undated

—

focusesOnblah/watt-activation/part-459

math+models

—

hasExistingPatternblah/watt-activation/part-461

true

—

targetsGpuAndCpuComputeblah/watt-activation/part-537

null

—

supportsMultipleBackendsblah/watt-activation/part-537

null

—

isRustCrateblah/watt-activation/part-537

null

—

willReduceToblah/watt-activation/part-579

ex:target-harmonic-core

—

currentlyOverloadedblah/watt-activation/part-579

ex:ml-physics-mix

—

hasLineCountblah/watt-activation/part-579

114K

—

mixesblah/watt-activation/part-579

ex:ml-physics

—

reExportsblah/watt-activation/part-579

ex:commutator-field-types

—

typeblah/watt-activation/457

ex:Crates

—

containsMathAndModelsblah/watt-activation/457

true

—

typeblah/watt-activation/483

ex:SoftwareModule

—

labelblah/watt-activation/483

harmonic-core

—

typeblah/watt-activation/520

ex:Directory

—

hasPartblah/watt-activation/534

ex:harmonic-core-src-compute-rs

—

hasPartblah/watt-activation/534

ex:harmonic-core-src-lib-rs

—

hasPartblah/watt-activation/534

ex:harmonic-core-cargo-toml

—

hasPartblah/watt-activation/534

ex:harmonic-core-src-simd-x86-rs

—

typeblah/watt-activation/535

ex:Project

—

labelblah/watt-activation/535

harmonic-core

—

hasSizeMetricblah/watt-activation/576

114K lines

—

descriptionblah/watt-activation/576

ML + physics mixed together

—

hasTargetSizeblah/watt-activation/576

96000

—

targetFocusblah/watt-activation/576

ML only

—

re-exportsblah/watt-activation/576

ex:field-types

References (10)

10 references

[1]Part 4591 fact
ctx:discord/blah/watt-activation/part-459
[2]Part 4611 fact
ctx:discord/blah/watt-activation/part-461
[3]Part 5373 facts
ctx:discord/blah/watt-activation/part-537
[4]Part 5795 facts
ctx:discord/blah/watt-activation/part-579
[5]4572 facts
ctx:discord/blah/watt-activation/457
- full textwatt-activation-457
  text/plain2 KBdoc:agent/watt-activation-457/2e8b03b4-3b3a-4823-b2c8-a92329812095
  Show excerpt
  [2026-03-21 13:42] xenonfun: ``` ⏺ Clear answer at step 1000: ┌─────────────────┬───────────────┬─────────┬──────────┐ │ Optimizer │ Step 1000 BPB │ SNR │ Capacity │ ├─────────────────┼───────────────┼─────────┼──────────┤ …
[6]4832 facts
ctx:discord/blah/watt-activation/483
- full textwatt-activation-483
  text/plain2 KBdoc:agent/watt-activation-483/ff831d27-b514-4766-9acc-e8bfdd310bbf
  Show excerpt
  [2026-03-22 00:58] xenonfun: ⏺ Good intel. The tokenizer is GPT-2 style BPE with vocab.json + merges.txt. Let me build the Rust port with parallel tokenization and streaming. This is a bigger feature so let me scope it properly: ⏺ This is a…
[7]5201 fact
ctx:discord/blah/watt-activation/520
[8]5344 facts
ctx:discord/blah/watt-activation/534
- full textwatt-activation-534
  text/plain1 KBdoc:agent/watt-activation-534/02b3ec13-d159-4371-bf74-f8c2e99ffe84
  Show excerpt
  [2026-03-23 03:50] xenonfun: ``` ─────────────────────────────────────────┬────────────────────────────────────────────────────┐ │ File │ Action │ ├───────────…
[9]5352 facts
ctx:discord/blah/watt-activation/535
- full textwatt-activation-535
  text/plain3 KBdoc:agent/watt-activation-535/daba214f-a48a-449c-92f2-fe80bcf027e0
  Show excerpt
  [2026-03-23 03:50] xenonfun: ``` ├─────────────────────────────────────────┼────────────────────────────────────────────────────┤ │ harmonic-core/src/cuda_backend.rs │ New — CudaContext with same API surface as │ │ …
[10]5765 facts
ctx:discord/blah/watt-activation/576
- full textwatt-activation-576
  text/plain3 KBdoc:agent/watt-activation-576/33bfdcdf-addf-4393-a22d-770fa671d7ce
  Show excerpt
  [2026-03-26 15:31] xenonfun: Plan: Extract Commutator.Science Simulation Stack Context The commutator/simulation code (bivector field dynamics, distributed orchestration, protocol) is currently entangled with harmonic-core's neural net…

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harmonic-core

Inbound mentions (35)

partOfPart of(7)

isLocatedInIs Located in(4)

containsContains(3)

locatedInLocated in(2)

advocatesCudaIntegrationAdvocates Cuda Integration(1)

causesEntanglementCauses Entanglement(1)

destinationLocationDestination Location(1)

hasDependencyOnHas Dependency on(1)

hasTargetFrameworkHas Target Framework(1)

hasZeroDepsOnHas Zero Deps on(1)

implementationLocationImplementation Location(1)

involvesInvolves(1)

isEntangledWithIs Entangled With(1)

isNewFeatureIs New Feature(1)

isResolvableBySimulationIs Resolvable by Simulation(1)

listsChangesForLists Changes for(1)

ontologicallySeparateOntologically Separate(1)

portsIntoPorts Into(1)

proposesModificationsProposes Modifications(1)

referencesCodebaseReferences Codebase(1)

referencesProjectReferences Project(1)

relatedToProjectRelated to Project(1)

willSeparateIntoWill Separate Into(1)

Other facts (24)

Timeline

References (10)

See also

Keep researching

`partOf`Part of(7)

`isLocatedIn`Is Located in(4)

`contains`Contains(3)

`locatedIn`Located in(2)

`advocatesCudaIntegration`Advocates Cuda Integration(1)

`causesEntanglement`Causes Entanglement(1)

`destinationLocation`Destination Location(1)

`hasDependencyOn`Has Dependency on(1)

`hasTargetFramework`Has Target Framework(1)

`hasZeroDepsOn`Has Zero Deps on(1)

`implementationLocation`Implementation Location(1)

`involves`Involves(1)

`isEntangledWith`Is Entangled With(1)

`isNewFeature`Is New Feature(1)

`isResolvableBySimulation`Is Resolvable by Simulation(1)

`listsChangesFor`Lists Changes for(1)

`ontologicallySeparate`Ontologically Separate(1)

`portsInto`Ports Into(1)

`proposesModifications`Proposes Modifications(1)

`referencesCodebase`References Codebase(1)

`referencesProject`References Project(1)

`relatedToProject`Related to Project(1)

`willSeparateInto`Will Separate Into(1)