Update blog.html

blog.html

@@ -125,6 +125,13 @@ blockquote { border-left: 4px solid var(--color-accent); padding-left: 1.5rem; m
     
     <script>
 const posts = [
+            {
+                "file": "blog-The-Wasted-Precision-of-the-Output-Layer.html",
+                "date": "2026-02-19",
+                "tag": "Architecture",
+                "title": "The Wasted Precision of the Output Layer",
+                "excerpt": "We spend a lot of time optimizing attention mechanisms. We prune weights in the middle layers. We quantize activations to save memory during inference. Yet there is a massive inefficiency sitting right at the very end of the network that we almost completely ignore."
+            },
             {
                 "file": "blog-the-myth-of-scalability.html",
                 "date": "2026-02-18",