Dontopedia

Ternary Constraint Model

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

Ternary Constraint Model has 5 facts recorded in Dontopedia across 1 reference.

5 facts·5 predicates·1 sources

Mostly:rdf:type(1), learns to encode information(1), encodes info in dimensions to subtract(1)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (5)

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.

5 facts
PredicateValueRef
Rdf:typeModel[1]
Learns to Encode Informationtrue[1]
Encodes Info in Dimensions to Subtracttrue[1]
Encodes Info in Dimensions to Ignoretrue[1]
Has RepresentationTernary Representation[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.

5 undated
—
typeblah/watt-activation/275
ex:Model
—
learnsToEncodeInformationblah/watt-activation/275
true
—
encodesInfoInDimensionsToSubtractblah/watt-activation/275
true
—
encodesInfoInDimensionsToIgnoreblah/watt-activation/275
true
—
hasRepresentationblah/watt-activation/275
ex:ternary-representation

References (1)

1 references
  1. [1]2755 facts
    ctx:discord/blah/watt-activation/275
    • full textwatt-activation-275
      text/plain3 KBdoc:agent/watt-activation-275/149bf24b-54fb-4412-b289-e2e03bccffe2
      Show excerpt
      [2026-03-13 20:46] xenonfun: ⏺ This tells a clear story: Current trained weights are NOT naturally ternary. Only ~46% of values are near {-1, 0, 1} after scaling (random Gaussian would give ~47%, so no better than chance). Relative err…

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.

↑