Cross-link the Introducing the EdgeFirst Model Zoo article

index.html

@@ -419,6 +419,18 @@
       </div>
     </div>
 
+    <div class="section">
+      <div class="section-header"><h2>Start with the article</h2></div>
+      <p class="prose">
+        <strong>Introducing the EdgeFirst Model Zoo</strong> is the read-first companion to this grid:
+        what is in it, why every published figure links back to the validation session that produced
+        it, and how to reproduce any of it on your own board with your own model and dataset.
+      </p>
+      <p style="margin-top:0.75rem">
+        <a class="btn-gold" href="https://huggingface.co/blog/EdgeFirst/model-zoo-intro" target="_blank" rel="noopener">Read the article &rarr;</a>
+      </p>
+    </div>
+
     <div class="section efpi-callout">
       <div class="section-header"><h2>EdgeFirst Perception Index Report</h2></div>
       <p class="prose">
@@ -700,6 +712,7 @@
     <a href="https://edgefirst.studio" target="_blank" rel="noopener">EdgeFirst Studio</a> ·
     <a href="https://github.com/EdgeFirstAI" target="_blank" rel="noopener">github.com/EdgeFirstAI</a> ·
     <a href="https://www.au-zone.com/efpi" target="_blank" rel="noopener">Perception Index Report</a> ·
+    <a href="https://huggingface.co/blog/EdgeFirst/model-zoo-intro" target="_blank" rel="noopener">Model Zoo article</a> ·
     <a href="https://huggingface.co/EdgeFirst" target="_blank" rel="noopener">Hugging Face org</a> ·
     © 2026 <a href="https://www.au-zone.com" target="_blank" rel="noopener">Au-Zone Technologies</a> · Validation results &amp; card data licensed CC BY-NC 4.0; YOLO model weights © Ultralytics Inc. (AGPL-3.0)
     <br>