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@@ -275,10 +275,6 @@ <h2><i class="fas fa-award"></i> Recognition</h2>
           <a href="https://ossia.io/"><img src="images/ossia.png" style="width: 100%;"></a>
         </div>
         
-        <div class="col-md-1 col-sm-1 vertical-align">
-          <a href="https://novuscore.org/"><img src="images/novouscore.png" style="width: 100%;"></a>
-        </div>
-        
         <div class="col-md-2 col-sm-2 vertical-align">
           <a href="https://www.dealii.org/"><img src="images/dealii.png" style="width: 100%;"></a>
         </div>
@@ -317,7 +313,7 @@ <h2><i class="fas fa-award"></i> Recognition</h2>
         </div>
         
         <div class="col-md-1 col-sm-1 vertical-align">
-          <a href="https://github.com/GrokImageCompression"><img src="images/grok-logo.jpg" style="width: 100%;"></a>
+          <a href="https://github.com/GrokImageCompression/grok"><img src="images/grok-logo.png" style="width: 100%;"></a>
         </div>
         
         <div class="col-md-1 col-sm-1 vertical-align">
@@ -339,7 +335,7 @@ <h2><i class="fas fa-award"></i> Recognition</h2>
       <div class="row align-items-center mb-4">
         
         <div class="col-md-1 col-sm-1 vertical-align">
-          <a href="https://github.com/heal-research/operon"><img src="images/ravengine-logo.png" style="width: 100%;"></a>
+          <a href="https://github.com/RavEngine/RavEngine"><img src="images/ravengine-logo.png" style="width: 100%;"></a>
         </div>
         
         <div class="col-md-2 col-sm-2 vertical-align">
@@ -354,10 +350,6 @@ <h2><i class="fas fa-award"></i> Recognition</h2>
           <a href="https://github.com/egorodet/MethaneKit"><img src="images/Methane-logo.png" style="width: 100%;"></a>
         </div>
         
-        <div class="col-md-2 col-sm-2 vertical-align">
-          <a href="https://github.com/fragcolor-xyz/chainblocks"><img src="images/chainblocks-logo.png" style="width: 100%;"></a>
-        </div>
-        
         <div class="col-md-2 col-sm-2 vertical-align">
           <a href="https://github.com/maxbachmann/RapidFuzz"><img src="images/rapidfuzz-logo.png" style="width: 100%;"></a>
         </div>
@@ -366,23 +358,19 @@ <h2><i class="fas fa-award"></i> Recognition</h2>
           <a href="https://research.jetbrains.org/"><img src="images/jetbrains-research-logo.jpeg" style="width: 100%;"></a>
         </div>
 
-      </div>
-      
-      <!-- forth row -->
-      <div class="row align-items-center mb-4">
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         <div class="col-md-2 col-sm-2 vertical-align">
           <a href="https://github.com/KomodoPlatform/atomicDEX-Desktop"><img src="images/atomicdex-logo.png" style="width: 100%;"></a>
         </div>
-        
+
+      </div>
+
+      <!-- forth row -->
+      <div class="row align-items-center mb-4">
+
         <div class="col-md-1 col-sm-1 vertical-align">
           <a href="https://open-ephys.org/"><img src="images/openephys-logo.png" style="width: 100%;"></a>
         </div>
         
-        <div class="col-md-2 col-sm-2 vertical-align">
-          <a href="https://reagent.ai/"><img src="images/reagent-logo.png" style="width: 100%;"></a>
-        </div>
-        
         <div class="col-md-1 col-sm-1 vertical-align">
           <a href="https://github.com/GauravDawra/Beast"><img src="images/beast-logo.png" style="width: 100%;"></a>
         </div>
@@ -395,29 +383,30 @@ <h2><i class="fas fa-award"></i> Recognition</h2>
           <a href="https://github.com/rapidsai/cucim.git"><img src="images/rapids-cucim-logo.png" style="width: 100%;"></a>
         </div>
         <div class="col-md-2 col-sm-2 vertical-align">
-          <a href="https://www.xilinx.com/"><img src="images/xilinx-logo.png" style="width: 100%;"></a>
+          <a href="https://www.amd.com/en.html/"><img src="images/amd-logo.webp" style="width: 100%;"></a>
         </div>
         
         <div class="col-md-1 col-sm-1 vertical-align">
           <a href="https://github.com/tesseract-robotics"><img src="images/tesseract-logo.png" style="width: 100%;"></a>
         </div>
 
-      </div>
-      
-      <!-- fifth row -->
-      <div class="row align-items-center mb-4">
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           <a href="https://github.com/NcStudios/NcEngine"><img src="images/ncengine-logo.png" style="width: 100%;"></a>
         </div>
-        
+
         <div class="col-md-1 col-sm-1 vertical-align">
           <a href="https://github.com/NcStudios/NcEngine"><img src="images/cocos-logo.png" style="width: 100%;"></a>
         </div>
+
         <div class="col-md-2 col-sm-2 vertical-align">
           <a href="https://www.cda.cit.tum.de/research/quantum/mqt/"><img src="images/mqt-logo.png" style="width: 100%;"></a>
         </div>
         
+      </div>
+
+      <!-- fifth row -->
+      <div class="row align-items-center mb-4">
+
         <div class="col-md-3 col-sm-3 vertical-align">
           <a href="https://www.moduleworks.com/"><img src="images/moduleworks-logo.png" style="width: 100%;"></a>
         </div>