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Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.19.ULSAM:2 - Problem (normative)

How do we define an aggregation step that:

  1. is explicit (separate from scoring/comparison/selection),
  2. is scale-lawful and admissibility-gated (CSLC + CG-Spec.SCP),
  3. is Γ‑fold-policy-bound (CG‑Spec.Γ_fold or explicit override),
  4. is evidence-gated with tri‑state guards (no unknown → 0/false coercions),
  5. is auditable (editions, effective fold, contributor surface),
  6. preserves kernel stability while allowing SoTA evolution via wiring,
  7. remains didactically readable (one governing pattern; no scavenger hunt).