"Two architectures resolving the same problem from opposite poles — observing interference without forced fusion."
This repository documents a controlled interference experiment between two independently developed theoretical architectures that arrived at convergent structures from opposite directions.
QLCM — the Quantum Language & Consciousness Model, developed by Osmary Lisbeth Navarro Tovar over nine years, treats language as a quantum field where meaning exists in superposition until intention collapses it. It defines operators for semantic coherence (ÓC), non-locality (ÓN), and dimensional structuring (ÓD), and introduces Ei — a metric for quantum-like entanglement between logons (semantic units).
STP / AION — the Sovereign Trace Protocol, developed by Sheldon K. Salmon within the AION Constitutional Stack, is a cryptographic sovereignty and verification architecture for AI-generated assertions and semantic content. It creates a deterministic SHA-256 seal, opens a GitHub issue as a public ledger entry, and permanently records the state of an assertion across three civilizational time systems simultaneously.
Does cryptographic sealing (STP) preserve or collapse quantum-like semantic coherence (QLCM Ei)?
A logon is seeded. QLCM operators are applied. Ei is measured. STP seal is applied. Ei is measured again. The difference — if any — is the interference signal.
This is a falsifiable, reproducible experiment between two sovereign architectures. No fusion. No hierarchy. Observation only.
QLCM-STP-INTERFERENCE/
├── README.md # This file
├── LICENSE # CC BY-NC 4.0
├── CITATION.cff # Citation metadata (Osmary + Sheldon)
├── .github/
│ └── ISSUE_TEMPLATE/
│ ├── experiment-run.md # Template for logging a sealed run
│ └── observation.md # Template for open observations
├── docs/
│ ├── assumptions.md # Documented assumptions for the experiment
│ ├── experiment-log.md # Running log of all experiment runs
│ └── results/ # Results from completed runs
├── operators/ # Osmary's operator definitions
│ ├── OC-coherence.md # ÓC — Semantic Coherence operator
│ ├── ON-nonlocality.md # ÓN — Non-Locality operator
│ └── OD-dimension.md # ÓD — Dimensional Structuring operator
├── logons/ # Test semantic seeds
│ └── seed-001.md # First logon used in experiment
├── simulator/ # Interactive experiment frontend
│ ├── index.html # GitHub Pages entry point
│ ├── simulator.js # Simulation logic
│ ├── seal-integration.js # STP endpoint integration
│ └── styles.css # Stylesheet
└── api/ # Local proxy (if needed for CORS)
| Role | Contributor | Contribution |
|---|---|---|
| QLCM Architecture | Osmary Lisbeth Navarro Tovar | Operators (ÓC, ÓN, ÓD), Ei metric, theoretical framing, logon seeding |
| STP / AION / Simulation | Sheldon K. Salmon | Simulator build, STP seal integration, AION Constitutional Stack, infrastructure, repo architecture |
Both contributors retain full sovereignty over their respective frameworks. This experiment does not constitute a merger of frameworks — it is an observation of interference between them.
Note: The interactive simulator will be deployed to GitHub Pages. Full step-by-step instructions will be added here once the simulator reaches v1.0.
- Choose or define a logon — a semantic seed from the
logons/folder - Apply a QLCM operator from the
operators/folder (ÓC, ÓN, or ÓD) - Record the pre-seal Ei measurement using Osmary's methodology
- Apply an STP seal — this creates a SHA-256 hash of the semantic content and opens a GitHub issue as a public ledger entry across three time systems
- Record the post-seal Ei measurement
- Log the run using the experiment-run issue template
Use the observation issue template to log open findings, anomalies, or questions that arise during an experiment run.
Developed independently since 2016, QLCM maps linguistic communication as a quantum field. Core constructs:
| Construct | Description |
|---|---|
| Logon | A unit of language that carries entanglement potential across semantic space-time |
| Superposition | Meaning existing in potential states before intention collapses it to a specific reading |
| Hₛ | Semantic coherence — measurable alignment between meanings across a field |
| INCS | Non-local connection — meaningful relationship that does not require proximity |
| Ef | Ethical integrity — preservation of ethical coherence under transformation |
| Ei | Entanglement index — the degree of quantum-like connection a logon maintains across the field |
| ÓC | Coherence operator — enhances or measures semantic coherence |
| ÓN | Non-locality operator — activates non-local connections between logons |
| ÓD | Dimensional operator — structures meaning across semantic dimensions |
Developed within the AION Constitutional Stack by Sheldon K. Salmon, STP is a cryptographic sovereignty architecture for AI outputs and semantic content. The stack treats certainty, provenance, and epistemic integrity as engineering problems — not philosophical ones. Core constructs:
| Construct | Description |
|---|---|
| Seal (FROZEN-2.0) | Deterministic SHA-256 cryptographic binding of semantic content at a specific moment. Immutable — the stamp function itself is frozen and never patched. |
| Triple-time stamp | Every seal is bound simultaneously to Gregorian, Hebrew lunisolar (full dehiyot), and 13 Moon Dreamspell calendars. Not redundancy — a claim that significant moments deserve to be held in every major civilizational time system. |
| Ledger | A public GitHub issue opened at seal time. The record cannot be retroactively altered — immutability is structural, not enforced by policy. |
| Webeater link | Cryptographic binding between two sealed entities — links one SHA-256 seal to another, creating a provenance chain across assertions. |
| EDS (Epistemic Debt Score) | 0–100 metric measuring AI epistemic integrity across five components. Public formula. Measures what an organization or system owes in unacknowledged uncertainty. |
| Constitutional Stack | The Eight Laws of Robotics (Asimov Laws 1–3 + Salmon Laws 4–8) embedded as runtime enforcement constraints across all classification and verification processes. Law 9 is dark by design. |
| ECF Tags | Epistemic Certainty Fingerprint — every claim tagged [D] Data, [R] Reasoned, [S] Strategic, or [?] Unverified. Certainty is declared, not assumed. |
| M-NASCENT / M-MODERATE | Convergence state system — measures how far a framework or system is from deployment-grade certainty. Structural honesty about what is and is not verified. |
| PAC (v1.1) | Prompt Alignment Coefficient — scores semantic coherence across five dimensions: intent clarity, context resonance, constraint geometry, register lock, and goal convergence. Maps directly to Hₛ. |
STP repository and full documentation: AionSystem/SOVEREIGN-TRACE-PROTOCOL
Null hypothesis (H₀): STP sealing has no measurable effect on Ei. Cryptographic verification is orthogonal to semantic entanglement.
Alternative hypothesis (H₁): STP sealing alters Ei — either increasing it (verification as a coherence-stabilising act) or decreasing it (reduction of superposition as meaning is fixed).
Tertiary possibility: Sealing transforms Ei qualitatively — not changing the scalar value but changing its structure. This would be the most significant result.
QLCM and the AION Constitutional Stack were developed independently, in different countries, across different timescales. They arrived at structurally similar constructs:
| QLCM | AION / STP | Convergent Structure |
|---|---|---|
| Hₛ (semantic coherence) | PAC v1.1 (intent + context + goal alignment) | Measurable coherence between meanings |
| INCS (non-locality) | Sister-watch / UNI field architecture | Connection that does not require proximity |
| Ef (ethical integrity) | Constitutional Stack / Eight Laws | Preservation of ethics under transformation |
| Logon (semantic seed) | Sealed assertion | The unit that carries meaning through time |
| Superposition | M-NASCENT convergence state | Meaning / certainty in potential before collapse |
| Ei (entanglement index) | ECF tag distribution / certainty ratio | Degree of connection maintained across a field |
The interference experiment is designed to test whether these convergent structures interact — and if so, how.
This work is licensed under Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0).
You are free to share and adapt the material for non-commercial purposes with appropriate attribution. Both frameworks (QLCM and STP/AION) retain their individual intellectual property. This license covers the joint experimental work in this repository only.
If you reference this experiment in your own work, please use the citation metadata in CITATION.cff. A Zenodo DOI will be assigned on first stable release.
Osmary Lisbeth Navarro Tovar — for nine years of rigorous independent work on QLCM, and for recognising a resonance worth testing.
The AION Constitutional Stack — the infrastructure that makes STP possible.
Experiment initiated: March 2026 · Caracas, Venezuela × Evans Mills, New York