Update README.md

README.md

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 # FinC2E Dual-Metrics Runtime (Preview) — v1.0.0
 
-A lightweight, **container-first** runtime for FinC2E that demonstrates **Dual Metrics**:
+A lightweight, **container-first runtime** for FinC2E that introduces **Dual Metrics** as a foundation for governance-grade AI systems.
 
-1) **Runtime / System metrics**  
-Health + structured telemetry, including adapter pull timing.
+This image is part of the shared **Hugging Face → NVIDIA NGC** release flow and is designed to work alongside **FinC2E-Governance**.
 
-2) **Decision-system readiness**  
-Foundations for audit-friendly execution (governance-ready trace hooks).
+---
+
+## What is Dual Metrics?
+
+**Dual Metrics** means measuring two dimensions simultaneously:
+
+### 1) Runtime / System Metrics
+- Service health
+- Startup telemetry
+- Adapter pull timing
+- Deployment readiness
+
+### 2) Decision-System Readiness
+- Foundations for audit-friendly execution
+- Governance-aligned decision trace hooks
+- Separation of runtime logic and private model weights
 
-This runtime is designed to work alongside **FinC2E-Governance (Space)** and to progress in a shared **HF → NGC** release flow.
+This runtime does **not** expose private weights.  
+It securely pulls them at startup using gated access.
 
 ---
 
-## Repositories (HF)
-- **Runtime (this repo):** `MightHubHumAI/FinC2E_DualMetrics_Runtime`  
-- **Adapter (private):** `MightHubHumAI/FinC2E_Llama33_70B_Adapter`  
-- **Model preview:** `MightHubHumAI/FinC2E`  
-- **Governance Space:** `FinC2E-Governance` / `HumAI FinC2E HQ`
+## Hugging Face Repositories
+
+- **Runtime (this repository):**  
+  `MightHubHumAI/FinC2E_DualMetrics_Runtime`
+
+- **Adapter (private):**  
+  `MightHubHumAI/FinC2E_Llama33_70B_Adapter`
+
+- **Model Preview:**  
+  `MightHubHumAI/FinC2E`
+
+- **Governance Space:**  
+  `FinC2E-Governance` / `HumAI FinC2E HQ`
 
 ---
 
 ## Image Tags
-- Stable (immutable): `1.0.0`
-- Moving: `latest`
 
-Recommended for production-like tests: **use `1.0.0`**.
+- **Stable (immutable):** `1.0.0`
+- **Moving:** `latest`
+
+For reproducible tests and mirrors (NGC / Brev), use **`1.0.0`**.
 
 ---
 
 ## Pull & Run
 
-### 1) Pull
+### Pull image
 ```bash
 docker pull registry.huggingface.co/MightHubHumAI/FinC2E_DualMetrics_Runtime:1.0.0