Update app.py

app.py

@@ -98,6 +98,10 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
                          <a href='https://huggingface.co/Sumsub/Sumsub-ffs-synthetic-2.0'>synthetic_detector_v2</a>.
         </li>
         <li>License: CC-By-SA-3.0</li>
+        <h3>Limitations</h3>
+        The model output should only be used as an indication that an image may have been (but not definitely) artificially generated.
+        Current models may face challenges in accurately predicting the class for real-world examples that are extremely vibrant and of exceptionally high quality. 
+        In such cases, the richness of colors and fine details may lead to misclassifications due to the complexity of the input. This could potentially cause the model to focus on visual aspects that are not necessarily indicative of the true class.
         """
     )