Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 14:36:52 UTC · snapshot created 2026-10-03 14:38:14 UTC · last check 2026-10-03 14:45:10 UTC

E.10.LRN:3 - Forces

ForceTension
Useful umbrella vs distinct subjectsOrdinary language needs learning; action-bearing claims need the exact changed subject and result.
Occurrence vs outcomeTeaching or training Work can occur without establishing the intended capability or generalization result.
Human and machine casesWet and dry substrates can implement several different operations; substrate material does not classify the claim.
Internal change vs inspectable constructionAn external artifact or performance can expose reasoning without proving capability, authorship, transfer, or retention.
Source fidelity vs FPF ontologyA paper may deliberately use one label across several quantities; FPF preserves that quotation while recovering distinct claims for use.
Precision vs paperworkOne local rewrite should suffice when no durable recovery record is needed.