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

This pattern counters:

  • front-door centralization bias, where every description-recognition question is pushed into one global front-door cue;
  • signature-stack overreach, where any useful cue is prematurely promoted into U.Signature;
  • carrier-authority collapse, where an encountered carrier or projection is treated as the defining U.Episteme;
  • alias bias, where uncontrolled synonyms compensate for missing recognition structure;
  • workflow bias, where first-contact recognition is narrated as sequence or handoff.