diff --git a/neurips23.html b/neurips23.html
index 164e59ad..69e4595d 100644
--- a/neurips23.html
+++ b/neurips23.html
@@ -71,6 +71,16 @@ <h1>
           <img src="assets/zilliz-logo.png" class="zilliz-logo" alt="Zilliz" />
         </p>
 
+        <p class="hero-text">
+          <b> Update:</b> we will maintain a new <i>ongoing leaderboard</i> to include 
+          existing and new submissions to the big-ann repository, 
+          that will be published periodically. The first updates are planned for 2/1/2024 and 3/1/2024.
+          Same rules apply as in the original competition, except: 
+          (1) Open source is encouraged but not enforced. Closed-source entries will be marked as such, 
+          but please include a short description of the algorithm used. 
+          (2) We will only evaluate the public query sets in the new leaderboard.
+        </p>
+
         <p class="hero-text">
           This challenge is to encourage the development of indexing data
           structures and search algorithms for practical variants of
@@ -83,7 +93,6 @@ <h1>
           submit new algorithms that improve on the baselines for these
           variants. This competition aims at being accessible to participants
           by limiting the scale of the datasets to about 10 million points.
-          You may request cloud compute credits ($1000) for development by July 31st.
         </p>
 
         <div class="buttons">
@@ -303,7 +312,7 @@ <h4>Streaming Search</h4>
               <span class="authors"><span>Authors</span>: Jie Yin, Ben Huang, Baidu.</span>
           </li>
         </ul>
-        <p></p>^M
+        <p></p>
         <sup>*</sup> Zihao Wang is also an employee of Zilliz. However, he declares that the PyANNs entry was created on his time off, without any involvement from Zilliz or any of the other organizers. This entry did not declare conflict with organizers before participating.
       
         <h4>Organizer Presentations</h4>