Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 08:26:43 UTC · last check 2026-10-03 09:10:20 UTC

F.9:20 - Bias-Annotation

Lenses tested: governance, architecture, ontology and episteme, pragmatics, didactics. Scope: universal for cross-context correspondence and reuse.

  • Governance bias. The pattern adds a separate use claim and reliance check. Mitigation: keep them in ordinary sentences when durable packaging has no payoff.
  • Architecture bias. Typed relation profiles can look heavier than synonym prose. Mitigation: the five-part script begins with the practical action and introduces exact terms only where they stop a real overread.
  • Ontology and episteme bias. F.9 resists global meaning claims and keeps claims separate from their subject. Mitigation: explicit Bridges still permit practical cross-context comparison.
  • Pragmatic bias. Conservative separation can feel slower than reusing a mapping table. Mitigation: a fixed Bridge can support many independently stated uses without being reidentified.
  • Didactic bias. The four-object split can become bureaucratic if written only in internal nouns. Mitigation: every use starts by saying what a person will do, what rule they will follow, and what result would make them stop.