updated guidelines

app.py

@@ -30,9 +30,14 @@ def process_file(file):
 
 def create_ui():
     with gr.Blocks(theme=gr.themes.Soft()) as app:
+        gr.Markdown("""<p align="center"><img src="https://upload.wikimedia.org/wikipedia/en/0/08/Logo_for_Conference_on_Neural_Information_Processing_Systems.svg" alt="NeurIPS Logo" width="400"/></p>""")
         gr.Markdown("# 🔎🥐 Croissant JSON-LD Validator for NeurIPS")
         gr.Markdown("""
-        Upload your Croissant JSON-LD file or enter a URL to validate if it meets the requirements for NeurIPS submission.
+        Upload your Croissant JSON-LD file or enter a URL to validate if it meets the requirements for NeurIPS submission. <a href="https://blog.neurips.cc/2025/03/10/neurips-datasets-benchmarks-raising-the-bar-for-dataset-submissions/">Read more about why this is required.</a>.
+        
+        *It doesn't matter where your dataset is hosted. It can be HuggingFace, Kaggle, OpenML, Harvard Dataverse, self-hosted, or elsewhere.* 
+        """)
+        gr.Markdown("""
         The validator will check:
         1. If the file is valid JSON
         2. If it passes Croissant schema validation
@@ -271,7 +276,7 @@ def create_ui():
         # Footer
         gr.HTML("""
         <div style="text-align: center; margin-top: 20px;">
-            <p>Learn more about <a href="https://github.com/mlcommons/croissant" target="_blank">Croissant format</a>.</p>
+            <p>Learn more about <a href="https://github.com/mlcommons/croissant" target="_blank">Croissant</a>.</p>
         </div>
         """)