fpf.tools
Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.15.7:6 - Bias-Annotation

  • Optimization bias: do not force every responsive choice into a fully enumerated optimization problem.
  • Human-only bias: deciding and performing Systems may be people, teams, robots, AI systems, organizations, or other equipped or combined arrangements.
  • Automation bias: a recommender output, score, dashboard, or case file informs a decision only through current and applicable claims; it does not become the chooser.
  • Improvisation romanticism: responsiveness remains bounded by the domain Method, actual constraints, and stop conditions.
  • Record inflation: durable records are optional and use-driven; a direct observation sentence can be enough.