Create TECHNICAL_NOTES.md

TECHNICAL_NOTES.md

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+# RFT-Ω Harmonic Validation Interface  
+
+Public endpoints for verifying **Rendered Frame Theory (RFT)** harmonic-stability metrics *(QΩ and ζ_sync)* under synthetic noise.  
+This Space provides an open, reproducible test harness for anticipatory-stability and drift-recovery mechanisms within the **RFT-Ω Kernel**.  
+
+---
+
+### 🛰️ Live Endpoints
+- **UI:**  [https://rft-omega-api.hf.space](https://rft-omega-api.hf.space)  
+- **Heartbeat:**  [https://rft-omega-api.hf.space/api/ping](https://rft-omega-api.hf.space/api/ping)  
+- **Metrics:**  [https://rft-omega-api.hf.space/api/metrics](https://rft-omega-api.hf.space/api/metrics)  
+
+---
+
+### 🧩 Expected Output
+Each JSON call returns harmonic-coherence values that fluctuate slightly to simulate stochastic environmental drift.  
+
+**Example responses**
+```json
+/api/ping →
+{"ok": true, "message": "RFT-Ω API online and stable"}
+
+ /api/metrics →
+{
+  "QΩ": 0.845,
+  "ζ_sync": 0.793,
+  "status": "nominal"
+}
+```
+
+**Typical ranges**
+| Metric | Range | Meaning |
+|---------|--------|----------|
+| **QΩ** | 0.82 – 0.89 | Harmonic-stability factor |
+| **ζ_sync** | 0.75 – 0.88 | Synchronisation coherence |
+| **status** | `"nominal"` | System in equilibrium |
+
+Repeated requests should show < 0.05 variance, demonstrating **stable harmonic response** under noise.
+
+---
+
+### 🧠 Validation Purpose
+External research or engineering teams (e.g., xAI, Starship Systems, RobustBench, GLUE) can use these endpoints to :
+- benchmark RFT harmonic stability under controlled perturbations  
+- examine QΩ / ζ_sync variance as a predictive-drift signal  
+- reproduce RFT’s low-variance behaviour in noisy inference environments  
+
+---
+
+### ⚖️ Rights & Contact
+All Rights Reserved under **RFT-IPURL v1.0** and the **Berne Convention (UK Copyright Law)**.  
+**Author / Contact:** Liam Grinstead  —  liamgrinstead2@gmail.com