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machine-learning

4 connected pages in the public Entif corpus.

essaybilqis · rosetta

Can Semantically Typed Operands Make Cognition Local?

A question about KANs opens into a larger architecture: typed semantic state, parallel decisions, local learned functions, cognitive compilation, and governed persistent learning.

  • ai-research
  • machine-learning
  • semantic-representation
  • agentic-systems
projectbilqis

Bilqis

Bilqis 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
researchbilqis

Prepaying Semantics is Cheaper

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

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