Dontopedia

per-layer coupling in HarmonicGPT

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

per-layer coupling in HarmonicGPT has 18 facts recorded in Dontopedia across 4 references, with 2 live disagreements.

18 facts·12 predicates·4 sources·2 in dispute

Mostly:rdf:type(3), involves change(3), modifies file(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (3)

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.

hasItemHas Item(1)

listedRequiredChangeListed Required Change(1)

reportedChangeReported Change(1)

Other facts (16)

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.

16 facts
PredicateValueRef
Rdf:typeCode Change[1]
Rdf:typeCode Change[2]
Rdf:typeCode Change[4]
Involves ChangeCode Change Allowed Channel Id[1]
Involves ChangeCode Change Constructor Param[1]
Involves ChangeCode Change Message Handler Logic[1]
Modifies FileFile Discord Ts[1]
Modified FileSrc Db Index Ts[2]
Added FunctionGettables Function[2]
Added InterfaceTableinfo Interface[2]
Involves ClassLohe Spherical Ff Nv2[3]
Involves MethodCall Method[3]
Specifies Actioncache-mean-r-global[3]
Detailslast 3 blocks get ffn_coupling_triad[4]
Applies toHarmonicgpt[4]
AssignsFfn Coupling Triad[4]

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.

18 undated
—
typeblah/omega-debug/44
ex:CodeChange
—
modifiesFileblah/omega-debug/44
ex:file-discord-ts
—
involvesChangeblah/omega-debug/44
ex:code-change-allowed-channel-id
—
involvesChangeblah/omega-debug/44
ex:code-change-constructor-param
—
involvesChangeblah/omega-debug/44
ex:code-change-message-handler-logic
—
typeblah/omega-debug/46
ex:CodeChange
—
modifiedFileblah/omega-debug/46
ex:src-db-index-ts
—
addedFunctionblah/omega-debug/46
ex:gettables-function
—
addedInterfaceblah/omega-debug/46
ex:tableinfo-interface
—
labelblah/watt-activation/181
LoheSphericalFFNv2.__call__ cache mean r_global
—
involvesClassblah/watt-activation/181
ex:LoheSphericalFFNv2
—
involvesMethodblah/watt-activation/181
ex:call-method
—
specifiesActionblah/watt-activation/181
cache-mean-r-global
—
labelblah/watt-activation/222
per-layer coupling in HarmonicGPT
—
typeblah/watt-activation/222
ex:CodeChange
—
detailsblah/watt-activation/222
last 3 blocks get ffn_coupling_triad
—
appliesToblah/watt-activation/222
ex:harmonicgpt
—
assignsblah/watt-activation/222
ex:ffn-coupling-triad

References (4)

4 references
  1. [1]445 facts
    ctx:discord/blah/omega-debug/44
    • full textomega-debug-44
      text/plain2 KBdoc:agent/omega-debug-44/dab6a2b3-1f60-4e17-be3b-a11682a6dbf5
      Show excerpt
      [2025-12-13 23:40] ajaxdavis: omega can you make sure you only reply to messages in <#1441038048946028666> channel [2025-12-13 23:40] omega [bot]: 🔧 **Session Started** ID: `sess-mj4xvyei-7roaxb` Channel: omega-debug Requested by: ajaxdavis…
  2. [2]464 facts
    ctx:discord/blah/omega-debug/46
    • full textomega-debug-46
      text/plain1 KBdoc:agent/omega-debug-46/985f52ce-0a4c-4696-85ce-3140a747ebb6
      Show excerpt
      [2025-12-13 23:58] omega [bot]: ... emented the necessary code. Based on the database module I read, I can tell you what tables exist in Omega Arbiter's Postgres database. Looking at the `src/db/index.ts` file, I can see that the bot creat…
  3. [3]1814 facts
    ctx:discord/blah/watt-activation/181
    • full textwatt-activation-181
      text/plain3 KBdoc:agent/watt-activation-181/a38e89b1-8c19-4e64-aa47-644f1d1e399d
      Show excerpt
      [2026-03-10 01:48] xenonfun: ``` Performance hit ┌────────────────────────────────────────────────┬────────────────────────────────┐ │ Step │ Cost │ ├─────────────…
  4. [4]2225 facts
    ctx:discord/blah/watt-activation/222
    • full textwatt-activation-222
      text/plain3 KBdoc:agent/watt-activation-222/d8201f0f-b5d1-4b50-9f4e-2aca2c0d4c1e
      Show excerpt
      [2026-03-11 05:02] xenonfun: ⏺ mx.compile with RotationalAdamW is a dead end — the optimizer creates new array objects on each step, so inputs=[model.state] captures stale references. The error "array without primitive" is exactly what CL…

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.

↑