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 14:20:15 UTC

C.2.7:14 - Authoring and Review Guidance

C.2.7:14.1 - Author prompt

To publish a representation-factor bundle, ask separately:

  • how local or distributed is the representation?
  • how sparse or dense is it?
  • how symbolic or subsymbolic is it?
  • which additional factor, if any, genuinely matters enough to publish?

C.2.7:14.2 - Review prompt

An assurance reader should reject any attempt to use one factor as if it summarized the rest. The factor bundle exists precisely to block that reduction.

C.2.7:14.3 - Cross-facet reminder

Assurance readers should also watch for silent replacement of LanguageStateAnchoringMode, AE, or CD by representation talk.