diff --git a/src/teaching/cse-501/2022fa/index.erb b/src/teaching/cse-501/2022fa/index.erb
index dab9ba70..dd85c7af 100644
--- a/src/teaching/cse-501/2022fa/index.erb
+++ b/src/teaching/cse-501/2022fa/index.erb
@@ -57,8 +57,9 @@ schedule:
     talks:
       - speaker: TBD
       - speaker: Hongxin Hu
-  - date: 11/08/22
+  - date: 11/10/22
     event: "Panel Discussion: Recent Graduates"
+    note: "Thursday!"
   - date: 11/15/22
     talks: 
       - speaker: Mingchen Gao
@@ -141,6 +142,9 @@ appropriate written assignments and oral presentations.
           <% else %>
             <b>Talk TBD</b>
           <% end %>
+          <% if event.include? "note" %>
+            <br/><b><i>Note: </i> <%= event["note"] %></b>
+          <% end %>
         </td>
       </tr>
     <% end %>