DELTΔX Framework is a formal, non-prescriptive cognitive audit architecture designed to observe, measure, and stabilize reasoning processes without influencing decision outputs.
It does not recommend.
It does not optimize.
It verifies structural coherence only.
Core Principle
ΔX > 0
Any cognitive or analytical process must produce an observable structural delta (ΔX).
If no delta is measurable, the process is considered inert.
Vector Axes Model
AV = {A, N, R, I, C, S, E}
Where:
- A — Alignment
- N — Neutrality
- R — Reproducibility
- I — Integrity
- C — Coherence
- S — Stability
- E — Entropy control
The framework measures interactions across these axes without prescribing behavioral outcomes.
Operational Logic
- Non-clinical
- Non-military
- Non-prescriptive
- Audit-only architecture
It functions or fails based on structural reproducibility alone.
Repository
Full corpus (open audit structure):
https://osf.io/ub5f4/
Structural Statement
“This document describes a formal framework.
It is neither a norm, nor a recommendation, nor an authority.
It operates — or it collapses.”
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