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@@ -340,7 +340,8 @@
                     50+ biological pathways visualized as interactive flowcharts.
                 </p>
                 <a href="https://huggingface.co/spaces/garywelz/glmp" 
-                   class="text-orange-600 hover:text-orange-700 font-semibold">
+                   class="text-orange-600 hover:text-orange-700 font-semibold"
+                   target="_blank" rel="noopener noreferrer">
                     Explore GLMP →
                 </a>
             </div>
@@ -351,8 +352,9 @@
                     Knowledge engine integrating the Programming Framework with AI podcasts, research papers,
                     and knowledge graph for scientific discovery.
                 </p>
-                <a href="https://huggingface.co/spaces/garywelz/copernicusai" 
-                   class="text-orange-600 hover:text-orange-700 font-semibold">
+                <a href="https://www.copernicusai.fyi" 
+                   class="text-orange-600 hover:text-orange-700 font-semibold"
+                   target="_blank" rel="noopener noreferrer">
                     Visit Copernicus AI →
                 </a>
             </div>