Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 10:39:28 UTC · snapshot created 2026-10-03 10:40:04 UTC · last check 2026-10-03 11:25:15 UTC

C.22.1:1 - Problem frame

Final task score alone does not tell whether a holder, dyad, or bounded specialist portfolio acquired usable specialization quickly, under what budget, with what prior exposure, whether the resulting competence transferred, or whether it entered a genuinely new solution corridor. If those elements are not published together, the adaptation claim splinters across task typing, probe notes, selector prose, and parity notes, and later readers can no longer tell what exactly was being compared.