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Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.6.7:6 - Bias-Annotation

Common biases this pattern guards against:

  • Overloading “family”. Treating “many different mechanisms” as “many realizations of one mechanism” destroys level hygiene and encourages semantic drift across members.
  • Publication conflation. Using “pack” semantics to smuggle publication/shipping obligations into the meaning of a mechanism bundle.
  • Gate conflation. Treating suite-level obligations as gate decisions (“block”) instead of keeping block at the gate layer.
  • Convenience totalization. Collapsing partial orders into scalars “for ease of selection”, which undermines set-return semantics and admissibility gating.