diff --git a/index.html b/index.html
index 4ab85df..36cbd75 100755
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+++ b/index.html
@@ -829,7 +829,7 @@ <h4>March/April 2024</h4>
     <div class="featurette">
       <h3 class="featurette-heading">Lectures</h3>
       <div>
-        <p>All slides are produced by Payam Barnaghi, whilst the notes are written by Nan Fletcher-Lloyd.</p>
+        <p>The slides are by Payam Barnaghi, whilst the notes are written by Nan Fletcher-Lloyd.</p>
         <h4>Content to get you started:</h4>
         <ul>
           <li>Preface: <a href="https://github.com/ML4NS/ml4ns.github.io/raw/main/notes/00-Preface.pdf" target="_blank">