G.12:7 — Bias‑Annotation (informative)

Preface node heading:g-12-7-bias-annotation-informative:82205

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

  • Didactic: dashboard publication units publish pins and paths first; views second.
  • Architectural: no “dashboard‑local governing spec refs”; invariant citation is via G.Core.
  • Pragmatic: slice‑scoped refresh is enabled by canonical trigger ids + payload pins.
  • Epistemic: compare‑only ordinals and explicit provenance prevent “trend‑as‑drift”.

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