diff --git a/slides/work-achieved/index.html b/slides/work-achieved/index.html
index 48e46e5..21d0906 100644
--- a/slides/work-achieved/index.html
+++ b/slides/work-achieved/index.html
@@ -308,23 +308,11 @@ <h2 class="title">
 <p class="quarto-title-affiliation"> ARC/WEISS at UCL </p> </div>
 </div>
 
-<p class="date">Wednesday, 15th of November 2023, 13:00 GMT</p>
+<p class="date">15th of November 2023, 13:00 GMT</p>
 
 </section>
 
 
-
-<!-- New slide -->
-<section id="model-comparison" class="slide level2">
-  <h2>♻️📊 Model training & comparison </h2>
-    
-  <a href="https://github.com/SciKit-Surgery/cmicHACKS2/">
-    <img src = "../figures/model-comparison/outputs/drawing-v00.png" style="max-width: 110%;" ></img>
-    </href>
-    </a>
-  </section>
-
-
 <!-- New slide -->
 <section id="ai-workflow" class="slide level2">
   <h2>🚀 Real-time AI Workflow for Surgery</h2>
@@ -339,6 +327,15 @@ <h2>🚀 Real-time AI Workflow for Surgery</h2>
   </section>
   
 
+<!-- New slide -->
+<section id="model-comparison" class="slide level2">
+  <h2>♻️📊 Model training & comparison </h2>
+    
+  <a href="https://github.com/SciKit-Surgery/cmicHACKS2/">
+    <img src = "../figures/model-comparison/outputs/drawing-v00.png" style="max-width: 110%;" ></img>
+    </href>
+    </a>
+  </section>
 
 
 <!-- New slide -->
@@ -426,37 +423,39 @@ <h2>🙌 Acknowledgements</h2>
   <ul class="roman">
   
    <li>
-    <p>UCL Centre for Medical Image Computing (CMIC)</p>
+    <p>Snigdha Sen and Florence Townend</p>
   
    <ul class="roman">
     <li style="font-size:20px";>
-      Snigdha Sen and Florence Townend
+      UCL Centre for Medical Image Computing (CMIC)
  </li>
    </ul>
    </li>
   
    <li>
-    <p>Healthcare AI, NVIDIA </p>
+    <p>Mikael Brudfors</p>
    <ul class="roman">
     <li style="font-size:20px";>
-      Mikael Brudfors</li>
+      NVIDIA Healthcare AI
+      </li>
    </ul>
    </li>
   
    <li>
-    <p>Advanced Research Computing Centre (ARC)</p>
-  
+    <p>Steve Thompson</p>
    <ul class="roman">
     <li style="font-size:20px";>
-      Steve Thompson</li>
+      Advanced Research Computing Centre (ARC)
+      </li>
    </ul>
    </li>
   
    <li>
-    <p>Wellcome / EPSRC Centre for Interventional and Surgical Sciences (WEISS)</p>
+    <p>Sophia Bano and Matt Clarkson</p>
    <ul class="roman">
     <li style="font-size:20px";>
-    Sophia Bano and Matt Clarkson </li>
+      Wellcome / EPSRC Centre for Interventional and Surgical Sciences (WEISS)
+      </li>
    </ul>
    </li>