Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 10:39:28 UTC · snapshot created 2026-10-03 10:40:04 UTC · last check 2026-10-03 11:00:13 UTC

G.1:6 - Bias‑Annotation (informative)

  • Recency bias: “newest paper wins” (mitigate with explicit inclusion criteria and update cadence in G.2 wiring).
  • Novelty bias: over‑rewarding novelty at the expense of legality/assurance (mitigate by making acceptance and assurance pins explicit and governed).
  • Algorithmic favoritism: baking a preferred generator into “the chassis” (mitigate by keeping M3 method‑agnostic and putting method‑specific wiring into Extensions).
  • Scalarisation bias: collapsing selected sets or partial orders into a single score (mitigate by set‑return discipline pinned through G.Core).
  • Hidden‑crossing bias: implicit reuse across contexts (mitigate by explicit crossing pins and Bridge‑only routing via G.Core).