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Library / First Principles Framework (FPF) - Core Conceptual Specification
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C.30.ILC:6 - Bias-Annotation

  • Local-success bias. A local improvement is treated as whole-architecture improvement. Repair by naming the wider declared holon level or declared scope and the residual.
  • Pseudo-level bias. Level, layer, or scope sounds precise but no declared holon level or declared scope exists. Repair through declaredHolonLevelRefs or declaredScopeRefs.
  • Generic-structure-conflict bias. A conflict between selected structures is treated as interlevel conflict even though no declared holon level, scale window, or coarse-graining relation is recoverable. Repair by keeping the case in C.30, C.30.ASV, or the subject pattern unless the structures are assigned to different declared holon levels or scale windows.
  • Frustration-ontology bias. A useful conflict or frustration entry label becomes a new first-order architecture kind, physics ontology, biology ontology, or psychology claim. Repair by recovering declared holon levels or declared scopes, the level-bearing structure, conflict carriers, residual-bearing locus, and the subject pattern for any lens, proof, evidence, mediation, or synthesis claim.
  • Global-optimizer bias. Local optimization in one declared holon level or declared scope is used as if the architecture literally optimizes one global function. Repair by keeping the local optimization claim as a triage input unless C.29 supplies an admissible mathematical-lens use with recoverable level mapping or scale mapping and the candidate-set or decision pattern carries any synthesis or selection claim.
  • Measurement-first bias. A residual is measured before its level-bearing structure and scope grounding are declared. Repair by applying C.16 or the characteristic pattern governing the characteristic under evaluation only after triage names the affected characteristic or measurement relation.
  • Mediation-default bias. Every conflict is treated as ethical mediation or negotiation. Repair by checking whether the use under repair is architecture structure, allocation, interface grammar, control, work or evidence scope, source-return, or another declared level-bearing architecture relation.
  • Synthesis-jump bias. A local residual immediately triggers candidate generation. Repair by identifying the first admissible architecture move before applying C.32.MLAO and C.32; use G.5 only when selected-set result declaration is current.

The conformance checklist below verifies the preceding guidance after the practitioner has chosen the repair action; it is not a required project control form and not a substitute for the card, note, view, relation, or repair guidance above.