docs: note that the Jan-2025 checkpoint is outdated; point to mippia.com for the production service

README.md

@@ -13,3 +13,6 @@ short_description: AI Generated Music Detection with Fusion Segment Transformer
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+
+> **Note**: The checkpoint served here was trained on data collected up to **January 2025** and is outdated — detections on music from newer AI generators may be incorrect. For a maintained, up-to-date AI music detection service, see [mippia.com](https://mippia.com).

app.py

@@ -200,6 +200,9 @@ demo = gr.Interface(
         <p>Authors: Yumin Kim and Seonghyeon Go</p>
         <p>Submitted to ICASSP 2026. Detects AI-generated music by modeling full audio segments with content-structure fusion.</p>
         <p>⚠️ Note: On Zero GPU environment, processing may take ~30 seconds per audio file.</p>
+        <p style="color: #b00; font-weight: bold;">⚠️ This demo uses a research checkpoint trained on data up to Jan 2025, which is outdated.
+        Results on music from newer AI generators may be wrong.
+        For an up-to-date, production AI music detection service, please visit <a href="https://mippia.com" target="_blank">mippia.com</a>.</p>
     </div>
     """,
     examples=[],