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13 changes: 13 additions & 0 deletions FPF-Spec.md
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Expand Up @@ -53519,6 +53519,9 @@ Coordinates with: `A.15`, `A.20`, `A.21`, `A.10`, `G.6`, `B.3`, `C.28`, `C.29`,
Does not replace: E.18 graph/path/crossing/flow valuation discipline, C.30 architecture-description adequacy, C.30.ASV architecture structural-view adequacy, A.6.F function-use repair, A.15 work, A.10/G.6 evidence, B.3 assurance, A.20/A.21 gate/release records, C.28 causal-use support, C.29 mathematical-lens adequacy, C.16 characterization or admitted characteristic/measurement receiving patterns, or C.11 decisions.

### C.30.TGA-FLOW-REL:End

# **Part D – Multi-scale Ethics & Conflict‑Optimisation**

## D.5 - Bias-Audit & Ethical Assurance

**Use this when.** Use this pattern when a holon, model, metric, decision system, policy, or authored FPF claim may create unfair, biased, or ethically unsafe effects for people or groups. If the fairness claim is causal — for example "this intervention is fair", "this policy would have prevented harm", "this model is counterfactually fair", or "this practice causally reduces disparity" — keep the ethical audit in `D.5` and cite `C.28` for causal-use question, causality-ladder rung, estimand, causal evidence support basis, identification, realizability, evidence design, support record, and support verdict.
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### D.5:End


# **Part E - FPF Constitution and Authoring Cluster**

# Section E‑I - The FPF Constitution

## E.1 - Vision & Mission: “Operating System for Thought”

### E.1:1 - Problem frame
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### E.23:End

# **Part F — The Unification Suite (U‑Suite): Concept‑Sets, SenseCells & Contextual Role Assignment**

# Cluster F.I — Context of Meaning and Lexical Inputs

## F.0.1 - Contextual Lexicon Principles

> **One‑sentence summary.** All meanings in FPF are **local to a `U.BoundedContext`** (“Context of meaning”); terms are **spoken with their Context**, and any relation **across Contexts** exists **only** as an explicit **Alignment Bridge** with stated loss/fit.
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### F.18:End

# Part G – Discipline SoTA Patterns Kit

## G.Core - Part G Core Invariants

**Tag.** Architectural pattern (Part‑G core invariants hub; refactoring/deduplication)
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