Update Architecture Image and Github URL :

README.md

@@ -56,37 +56,8 @@ inspected as structured JSON.
 
 ## Live Architecture
 
-```mermaid
-flowchart LR
-    U["Phone or desktop browser<br/>Front + back packet photos"] --> M["PacketCourt<br/>Custom responsive Gradio app"]
-
-    M -->|"Private Gradio client call<br/>only for photo transcription"| V["PacketCourt Vision<br/>ZeroGPU companion"]
-    V --> Z["OpenBMB MiniCPM-V-4.6<br/>1.30B parameters"]
-    Z --> V
-    V -->|"Label transcription"| M
-
-    M --> A["Investigation agent"]
-    A --> FR["Fine-tuned evidence router<br/>4.4M parameters"]
-    FR --> A
-    A --> NV["NVIDIA Nemotron Mini 4B<br/>Independent evidence-gap reviewer"]
-    NV --> A
-    A --> P["Deterministic evidence parser<br/>CPU"]
-    P --> C["Claim-to-evidence audit"]
-    P --> N["Whole-packet nutrition math"]
-    P --> D["Expiry and date arithmetic"]
-    P --> G["Persuasion Gap analysis"]
-
-    C --> R["Traceable verdicts<br/>with evidence + confidence"]
-    N --> R
-    D --> R
-    G --> R
-
-    R --> T["Machine-readable trace"]
-    T --> TD["PacketCourt traces dataset"]
-
-    E["10-case golden dataset"] --> Q["Evaluation suite"]
-    Q --> P
-```
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/64ca077e7fe12ecd0aaf33a9/OhEl8j8EBA-x-qgG67yW6.png)
 
 Photo transcription uses the 1.30B-parameter OpenBMB `MiniCPM-V-4.6` through
 a public ZeroGPU companion. A fine-tuned 4.4M-parameter evidence router