Library / First Principles Framework (FPF) - Core Conceptual Specification
Jump to passage
In this reading

Link to current text

Published source confirmed at last check

Source changed 2026-10-03 02:22:15 UTC · snapshot created 2026-10-03 03:38:22 UTC · last check 2026-10-03 04:25:17 UTC

A.19:10 - SoTA-Echoing

Measurement and evaluation practice requires explicit variable definitions, subject/input roles, Scales, units, value ranges, partial-input treatment, normalization, and comparability before multi-criteria comparison is meaningful. A.19 adapts that discipline by treating the CharacteristicSpace and its genuine Coordinate values as the declared ontic object, while observation absence, scoring, indicator choice, normalization use, and assurance remain with their direct patterns.

Dynamical-systems and state-space practice supplies the useful hook: a dynamics model needs a declared state space, but the state space does not itself define the law, time base, observation model, or intervention. FPF keeps that boundary so that characteristic-space declarations can be reused across system, episteme, evaluation, and architecture work without smuggling consumer semantics into the space.