Update app.py

app.py

@@ -413,6 +413,20 @@ def create_interface():
             outputs=[miner_info, prediction, conf_plot, price_plot],
         )
 
+
+        gr.Markdown(
+        """
+        > ⚠️ **Disclaimer**  
+        > This tool is a research demonstration of the MineROI-Net model.  
+        > Predictions are **not financial advice** and may be inaccurate.  
+        > The model does **not** account for all market conditions and attempts to use recent Bitcoin network signals to estimate ROI classifications.  
+        > Results may vary, and users should perform their own due diligence.
+        **Paper:** https://arxiv.org/abs/2512.05402  
+        **GitHub Repository:** https://github.com/AMAAI-Lab/MineROI-Net
+        """
+        )
+
+
     return app