Library / First Principles Framework (FPF) - Core Conceptual Specification
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G.8:12 - SoTA‑Echoing (informative; post‑2015 practice alignment)

This pattern’s separation of decision rules, acceptance thresholds, provenance paths, and set‑valued outputs echoes post‑2015 practice in:

  • Set‑valued / set-returning selection (multi‑objective and uncertainty‑aware regimes; avoiding forced scalar winners).
  • Quality‑Diversity and archive‑based evaluation (post‑2015 QD variants emphasize edition‑pinned descriptors/distances and telemetry‑driven refresh).
  • Open‑endedness / curriculum generation (post‑2018 lines emphasize explicit transfer rules, safe degrade branches, and telemetry‑driven orchestration rather than hidden gates).
  • Reproducibility‑aware publishing (explicit identifiers, pinned editions/policies, citable traces rather than prose‑only decision rationales).

(Examples are illustrative; they do not introduce new Part‑G‑wide norms.)