Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 12:35:06 UTC

C.35:6 - Bias-Annotation

BiasHow C.35 counters it
Output authority biasRequire only the readable minimum before another architecture claim relies on the result: exact result, actual or proposed organization, next-use condition, and forbidden overread or return. Add representation, publication, branch, or other detail only when the use depends on it.
Pareto-point admission biasTreat a Pareto point, benchmark score, archive member, or search trace as a candidate input cue until its branch-specific basis and the concrete candidate-use rule are named.
Reusable-generator collapseKeep one-case output admission in C.35; handle reusable-generator, mechanism-suite, model-family, or production-pipeline claims with E.20, G.1, G.10, G.11, or another pattern that defines or constrains those claims.
Bearer-free synthesis biasRequire bearer or realization boundary before treating a discovered function, relation, or candidate form as architecturally feasible.
Eval substitution biasHandle eval programs and eval results under C.32.ACE; handle measurement under C.16; do not let good eval numbers act as candidate admission or decision authority.
Currentness freezeReopen when result identity or claim content, represented object or correspondence, source publication edition or source-use record, search space, query rule, validation trace, bearer constraints, realized structure, or eval return changes. A carrier-only change reopens C.35 only when availability or form changes the intended use.