fpf.tools
Library / First Principles Framework (FPF) - Core Conceptual Specification
Jump to passage
In this reading
Source · lines 115499–115507

Link to current text

Published source confirmed at last check

Source changed 2026-10-03 14:36:52 UTC · snapshot created 2026-10-03 14:38:14 UTC · last check 2026-10-03 15:15:10 UTC

G.3:11 - SoTA‑Echoing

This pattern aligns with post‑2015 best practice by:

  • treating abstention/defer and set‑valued outcomes as first‑class design objects (consistent with modern selective prediction and set‑valued reporting practice),
  • keeping multiobjective and archive‑based reasoning set‑returning rather than silently scalarizing (consistent with QD/illumination and open‑ended evaluation practice after 2015),
  • making evaluation semantics reproducible through explicit edition/policy pinning (aligned with the modern emphasis on reproducibility and “specifying the evaluation surface” rather than only reporting metrics),
  • modularizing method‑family specifics (QD/OEE, explore‑exploit) via explicit wiring and governing-definition assignment rather than embedding method semantics into universal measurement admissibility.