Three-Level Novelty Framework (variation/innovation/transformation)

Banzhaf et al.'s definition of open-endedness via level-0/1/2 novelty in systems, models and metamodels.

Neighborhood — ranked by edge-count

paper

finding

Stringmol has been shown to exhibit type-1 (innovation) and type-2 (transformation) novelty (Stepney & Hickinbotham).
supports
Cited computational evidence that an automata-chemistry system realizes the paper's open-endedness novelty levels.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Three-Level Reflection Frameworkframework0.794
The paper's proposed categorization of reflection into No Reflection, Intrinsic Reflection, and Triggered Reflection.
Noveltyconcept0.748
New term in expected free energy representing information gain about the likelihood mapping; drives ignorance resolution
Novelty (Information gain about parameters)concept0.734
Expected KL divergence between updated and current posterior over model parameters.
Frameworkconcept0.720
1984 Ashton-Tate integrated system with frames, FRED language, and overlapping windows; design reference for Playground's approach.
Conceptual Design Frameworkframework0.712
Jackson's central framework for understanding software design through concepts as building blocks, their purposes, operational principles, and dependence graphs
Framework Templateframework0.711
Marr's Three Levels of Analysisframework0.708
Framework for analyzing cognitive systems at computational, algorithmic, and implementation levels; invoked to situate the paper's contributions
Wholeness‑Preserving Transformations (framework)framework0.707
The set of fifteen configurational operations that guide morphogenetic unfolding, introduced in Alexander's books.