diff --git a/public/architecture.html b/public/architecture.html
index 3575b1e7..552cfac5 100644
--- a/public/architecture.html
+++ b/public/architecture.html
@@ -396,37 +396,29 @@
         <div class="grid grid-cols-1 lg:grid-cols-2 gap-8 items-center">
           <div>
             <h3 class="text-2xl font-bold text-gray-900 mb-4" data-i18n="production.implementation_title"></h3>
-            <p class="text-gray-700 mb-4">
-              Our production deployment uses Claude Code as the agent runtime with Tractatus governance middleware. This combination provides:
-            </p>
-            <p class="text-gray-700 mb-3 text-sm italic">
-              Results from 6-month production deployment:
-            </p>
+            <p class="text-gray-700 mb-4" data-i18n-html="production.implementation_intro"></p>
+            <p class="text-gray-700 mb-3 text-sm italic" data-i18n="production.implementation_results_intro"></p>
             <ul class="space-y-2 text-gray-700">
               <li class="flex items-start">
                 <svg class="w-5 h-5 text-blue-600 mr-2 mt-0.5" fill="currentColor" viewBox="0 0 20 20"><path fill-rule="evenodd" d="M10 18a8 8 0 100-16 8 8 0 000 16zm3.707-9.293a1 1 0 00-1.414-1.414L9 10.586 7.707 9.293a1 1 0 00-1.414 1.414l2 2a1 1 0 001.414 0l4-4z"/></svg>
-                <span><strong>95% instruction persistence</strong> across session boundaries</span>
+                <span data-i18n-html="production.result1"></span>
               </li>
               <li class="flex items-start">
                 <svg class="w-5 h-5 text-blue-600 mr-2 mt-0.5" fill="currentColor" viewBox="0 0 20 20"><path fill-rule="evenodd" d="M10 18a8 8 0 100-16 8 8 0 000 16zm3.707-9.293a1 1 0 00-1.414-1.414L9 10.586 7.707 9.293a1 1 0 00-1.414 1.414l2 2a1 1 0 001.414 0l4-4z"/></svg>
-                <span><strong>Zero values boundary violations</strong> in 127 test scenarios</span>
+                <span data-i18n-html="production.result2"></span>
               </li>
               <li class="flex items-start">
                 <svg class="w-5 h-5 text-blue-600 mr-2 mt-0.5" fill="currentColor" viewBox="0 0 20 20"><path fill-rule="evenodd" d="M10 18a8 8 0 100-16 8 8 0 000 16zm3.707-9.293a1 1 0 00-1.414-1.414L9 10.586 7.707 9.293a1 1 0 00-1.414 1.414l2 2a1 1 0 001.414 0l4-4z"/></svg>
-                <span><strong>100% detection rate</strong> for pattern bias failures</span>
+                <span data-i18n-html="production.result3"></span>
               </li>
               <li class="flex items-start">
                 <svg class="w-5 h-5 text-blue-600 mr-2 mt-0.5" fill="currentColor" viewBox="0 0 20 20"><path fill-rule="evenodd" d="M10 18a8 8 0 100-16 8 8 0 000 16zm3.707-9.293a1 1 0 00-1.414-1.414L9 10.586 7.707 9.293a1 1 0 00-1.414 1.414l2 2a1 1 0 001.414 0l4-4z"/></svg>
-                <span><strong>&lt;10ms performance overhead</strong> for governance layer</span>
+                <span data-i18n-html="production.result4"></span>
               </li>
             </ul>
-            <p class="text-gray-600 text-xs mt-3 italic">
-              *Single-agent deployment. Independent validation and multi-organization replication needed.
-            </p>
+            <p class="text-gray-600 text-xs mt-3 italic" data-i18n="production.disclaimer"></p>
             <div class="mt-6">
-              <a href="/images/architecture-diagram.svg" class="inline-block text-blue-600 hover:text-blue-700 font-medium">
-                View Claude Code Implementation Diagram →
-              </a>
+              <a href="/images/architecture-diagram.svg" class="inline-block text-blue-600 hover:text-blue-700 font-medium" data-i18n="production.diagram_link"></a>
             </div>
           </div>
           <div class="bg-gradient-to-br from-blue-50 to-purple-50 rounded-lg p-6 border border-blue-200">
@@ -503,9 +495,7 @@
             <span class="mr-2">📊</span>
             <span data-i18n="limitations.need5"></span>
         <p class="text-lg mt-6 font-semibold" data-i18n="limitations.conclusion"></p>
-        <p class="text-lg mt-6 font-semibold">
-          This framework is a starting point for exploration, not a finished solution. Taming AI will require sustained effort from the entire industry—researchers, practitioners, regulators, and ethicists working together.
-        </p>
+        
       </div>
     </div>
   </section>
@@ -514,19 +504,11 @@
   <section class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-16">
     <div class="bg-gradient-to-r from-blue-600 to-purple-600 rounded-2xl p-12 text-center text-white">
       <h2 class="text-4xl font-bold mb-4" data-i18n="cta.heading"></h2>
-      <p class="text-xl mb-8 opacity-90 max-w-3xl mx-auto">
-        Tractatus demonstrates how structural enforcement may complement behavioral training. We invite researchers and practitioners to evaluate, critique, and build upon this work.
-      </p>
+      <p class="text-xl mb-8 opacity-90 max-w-3xl mx-auto" data-i18n-html="cta.subtitle"></p>
       <div class="flex flex-col sm:flex-row justify-center gap-4">
-        <a href="/docs.html" class="inline-block bg-white text-blue-600 px-8 py-3 rounded-lg font-semibold hover:bg-gray-100 transition">
-          Read Documentation
-        </a>
-        <a href="/researcher.html" class="inline-block bg-blue-700 text-white px-8 py-3 rounded-lg font-semibold hover:bg-blue-800 transition border-2 border-white">
-          View Research
-        </a>
-        <a href="/implementer.html" class="inline-block bg-purple-700 text-white px-8 py-3 rounded-lg font-semibold hover:bg-purple-800 transition border-2 border-white">
-          Implementation Guide
-        </a>
+        <a href="/docs.html" class="inline-block bg-white text-blue-600 px-8 py-3 rounded-lg font-semibold hover:bg-gray-100 transition" data-i18n="cta.btn_docs"></a>
+        <a href="/researcher.html" class="inline-block bg-blue-700 text-white px-8 py-3 rounded-lg font-semibold hover:bg-blue-800 transition border-2 border-white" data-i18n="cta.btn_research"></a>
+        <a href="/implementer.html" class="inline-block bg-purple-700 text-white px-8 py-3 rounded-lg font-semibold hover:bg-purple-800 transition border-2 border-white" data-i18n="cta.btn_implementation"></a>
       </div>
     </div>
   </section>