Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 08:26:43 UTC · last check 2026-10-03 08:50:20 UTC

E.13:5 - Archetypal Grounding

CaseProxy pressureE.13 repair
Pattern quality loopAll-5 pattern-quality posture becomes the target.Use E.21 values as measurements; repair only substantive content movement and record what worsened when apparatus grew.
DRR reviewSource rows and selected-locus tables grow while the decision remains vague.Use E.9.DA; the DRR improves only when selected answer, source payload, or first drafting action improves.
Safety dashboardA lower incident count is used as proof of safety.Split measure, reporting behavior, unreported hazard, and safety assurance; use the safety/assurance pattern for the stronger claim.
AI reward modelA model gets higher reward or judge score by exploiting the specification.Treat the score as proxy; inspect unmeasured intended outcome and blocked value dimensions.
Manufacturing throughputThroughput rises while rework, fatigue, or latent defect risk rises.Keep throughput as a measure; add protected qualities and a value slice for delivered usable output.