Recursive Formation and First-Class Reuse of Compositional Capabilities

Key points

• The framework separates capability well-formedness and public callability from later admission to persistent storage while preserving formation provenance and operational identity.1
• We formalize recursive compositional closure over a uniform capability space and show that formed composites can be reused through the same public interface without re-forming their historical derivation.1
• Experiments across continuous, discrete, propositional, and sequence domains demonstrate instance-independent reuse, independent checking, persistent acquisition, and reduced reuse-time search work under first-class exposure.1

Sources (1)

• [1]Recursive Formation and First-Class Reuse of Compositional Capabilities
  arXiv (AI, ML, NLP, CV, robotics, multi-agent) · Oct 14, 02:02 AM

  We introduce FormCraft, a framework for representing acquired operations as first-class capabilities that can be recursively composed, directly invoked, and selectively retained in a persistent library through domain-specific verification.

  The framework separates capability well-formedness and public callability from later admission to persistent storage while preserving formation provenance and operational identity.

Extractive summary: sentences quoted from the sources.