refactor: comment out agent logs textbox and update tab titles in demo interface

app.py

@@ -678,17 +678,17 @@ demo = gr.TabbedInterface(
         ela_interface,
         gradient_processing_interface,
         minmax_processing_interface,
-        gr.Textbox(label="Agent Logs", interactive=False, lines=5, max_lines=20, autoscroll=True) # New textbox for logs
+        # gr.Textbox(label="Agent Logs", interactive=False, lines=5, max_lines=20, autoscroll=True) # New textbox for logs
     ],
     [
         "Run Ensemble Prediction",
-        "Community Model",
+        "Open-Source SOTA Model",
         "Wavelet Blocking Noise Estimation",
         "Bit Plane Values",
         "Error Level Analysis (ELA)",
         "Gradient Processing",
         "MinMax Processing",
-        "Agent Logs" # New tab title
+        # "Agent Logs" # New tab title
     ],
     title="Deepfake Detection & Forensics Tools",
     theme=None,
@@ -696,7 +696,7 @@ demo = gr.TabbedInterface(
 )
 
 # Add live update for the logs textbox
-demo.load(get_captured_logs, None, demo.outputs[8], every=1)
+# demo.load(get_captured_logs, None, demo.outputs[8], every=1)
 
 if __name__ == "__main__":
     demo.launch(mcp_server=True)