Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 05:16:27 UTC · snapshot created 2026-10-03 05:17:06 UTC · last check 2026-10-03 05:20:20 UTC

G.0:11 - SoTA‑Echoing

This pattern aligns with post‑2015 best practice in evaluation and governance by:

  • treating “abstain / defer” as a first-class outcome rather than forcing a single brittle scalar (cf. selective prediction / abstention and set-valued reporting practices),
  • preserving multiobjective / partial-order outputs as sets (Pareto / archive thinking) rather than silently collapsing to a scalar,
  • emphasising reproducibility via explicit versioning/pinning of evaluation surfaces (editions) and explicit policy identifiers,
  • making evidence minima explicit and auditable (a conceptual analogue of modern reproducibility/robustness checklists and evaluation protocols),
  • keeping method-family specifics modular (e.g., QD/archives, open-ended exploration budgets) via explicit wiring to governing patterns rather than embedding method semantics into the universal legality gate.