Tags

semantic-representation

6 connected pages in the public Entif corpus.

projectbithkuil

Bithkuil

Bithkuil is Entif AI's experimental research program for testing whether explicit semantic structure can reduce the cost of relational and compositional learning.

  • semantic-representation
  • machine-learning
  • compositional-generalization
  • curriculum-learning
researchbithkuil

Prepaying Semantics

A falsifiable research program testing whether an explicit Bithkuil-derived semantic substrate can reduce the data, parameter, and compute cost of relational and compositional learning.

  • research
  • machine-learning
  • semantic-representation
  • compositional-generalization
researchrosetta

Ontological Mixture of Concepts

OMOC explores routing reasoning work by problem-local concept signatures, ambiguity, evidence, and stakes instead of static agent identities.

  • semantic-representation
  • agentic-systems
  • orchestration
projectrosetta

Rosetta

Rosetta is Entif AI's open research program for machine-readable meaning, provenance, memory, and governed agentic computation.

  • semantic-representation
  • provenance
  • agentic-systems
  • governance
researchrosetta

Cognitive tapestries via semantic latticing

Semantic latticing treats context as a structured composition of concepts and relations rather than a flat accumulation of prose fragments.

  • semantic-representation
  • context
  • agentic-systems