FPF Reference

    A.19.SOURCE-SET-SPACE-SUBSTRATE:6 - Bias-Annotation

    Preface node heading:a-19-source-set-space-substrate-6-bias-annotation:24733

    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

    • Gov bias. The pattern prefers explicit declaration over convenient shorthand.
    • Arch bias. The pattern keeps substrate, interpretive view, and publication consumers separated even when one merged story would read more smoothly.
    • Prag bias. The pattern prefers a short explicit substrate declaration that can be reused across search, synthesis, and publication-adjacent lines.
    • SoTA bias. The pattern assumes current QD and OEE work often uses learned, adaptive, unstructured, or uncertainty-bearing spaces and therefore resists premature geometric closure.

    Last Updated: 2026-06-17 — upstream FPF commit 646b0b9b (github.com/ailev/FPF)