FPF Reference

    G.Core:11 - SoTA alignment (informative)

    Preface node heading:g-core-11-sota-alignment-informative:76444

    What this page is

    This is generated FPF reference text from the specification preface or supporting sections. It helps interpret FPF; it is not FPF Reference product documentation.

    Methodology

    Use it to understand how the specification wants to be read, then return to a route, pattern, or work packet for active work. Cite generated IDs only when the wording changes the task decision.

    Content

    Although FPF is conceptual (not a data governance framework), G.Core aligns Part‑G authoring with modern best practice patterns seen across post‑2015 work:

    • Selective prediction / abstention informs tri‑state guard discipline: abstaining or degrading is a first-class outcome, not an error coerced into a scalar.
    • Set-valued / conformal methods motivate set-return semantics: when comparability is partial or uncertainty is structural, returning sets/regions is often the SoTA-friendly representation.
    • Multiobjective optimization and quality-diversity reinforce declared set-result and Archive semantics instead of forced “best single scalar”.
    • Monotone constrained modelling (where used) supports “legality-first” scoring/aggregation: constraints and admissibility precede optimization, mirroring CG‑Spec gate discipline.
    • Schema evolution and contract testing motivate id-stable conformance points and typed trigger catalogues: stable identifiers + regression hooks are the practical mechanism for safe refactoring.

    Last Updated: 2026-06-08 — upstream FPF commit 093d30e8 (github.com/ailev/FPF)