diff --git a/public/docs.html b/public/docs.html
index af7338da..6cd9de7e 100644
--- a/public/docs.html
+++ b/public/docs.html
@@ -221,6 +221,13 @@
       margin-top: 0;
     }
 
+    /* Editorial notes */
+    .prose .editorial-note { background-color: #eff6ff; border: 1px solid #bfdbfe; border-left: 4px solid #3b82f6; border-radius: 0.5rem; padding: 1.25rem 1.5rem; margin: 2rem 0; }
+    .prose .editorial-note .note-title { font-weight: 700; color: #1e40af; margin-top: 0; margin-bottom: 0.75rem; font-size: 0.95rem; }
+    .prose .editorial-note p { color: #1e3a5f; font-size: 0.935rem; line-height: 1.7; }
+    .prose .editorial-note em { color: #1e3a5f; }
+    .prose .editorial-note a { color: #1d4ed8; }
+
     /* Download links in sidebar */
     .doc-download-link {
       position: absolute;
diff --git a/public/js/components/research-papers-modal.js b/public/js/components/research-papers-modal.js
index 8c06e32a..bf59d3e2 100644
--- a/public/js/components/research-papers-modal.js
+++ b/public/js/components/research-papers-modal.js
@@ -18,7 +18,7 @@ class ResearchPapersModal {
             description: 'Proposes polycentric governance replacing platform hierarchy with co-equal steering authorities, drawing on te ao M\u0101ori concepts.',
             date: 'February 2026',
             status: 'Draft',
-            href: '/docs-viewer.html?slug=taonga-centred-steering-governance-polycentric-authority-for-sovereign-small-language-models'
+            href: '/docs.html?doc=taonga-centred-steering-governance-polycentric-authority-for-sovereign-small-language-models'
           },
           {
             code: 'STO-RES-0009',
@@ -27,7 +27,7 @@ class ResearchPapersModal {
             description: 'Investigates whether LLM biases operate at a sub-reasoning level and how sovereign SLM deployments enable inference-time debiasing.',
             date: 'February 2026',
             status: 'v1.1',
-            href: '/docs-viewer.html?slug=steering-vectors-mechanical-bias-sovereign-ai'
+            href: '/docs.html?doc=steering-vectors-mechanical-bias-sovereign-ai'
           }
         ]
       },