Demo copy: drop judges wording; workflow map at a glance for readers.

server/demo_page.html

@@ -857,7 +857,7 @@
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           <p class="lede" style="margin-bottom:0">
             This Space hosts the same HTTP API your trainer calls: <strong>sessions</strong>, <strong>typed observations</strong>, <strong>SQLite-backed tasks</strong>, and a
-            <strong>decomposed reward</strong>. Below is the end-to-end map judges can skim in seconds; the Engineering Notes section ties the problem to the OpenEnv contract and the artifacts on this page.
+            <strong>decomposed reward</strong>. Below is the end-to-end workflow map at a glance; Engineering Notes connect the problem to the OpenEnv contract and the artifacts on this page.
           </p>
         </div>
         <div class="layer-strip" aria-hidden="true">