diff --git a/dashboard/css/security.css b/dashboard/css/security.css
index 40de976..5071026 100644
--- a/dashboard/css/security.css
+++ b/dashboard/css/security.css
@@ -226,6 +226,10 @@
     color: #eee;
 }
 
+.stat-item-full {
+    grid-column: 1 / -1;
+}
+
 .security-dialog-actions {
     display: flex;
     gap: 12px;
diff --git a/dashboard/css/timeline.css b/dashboard/css/timeline.css
index 973616d..3b17bcf 100644
--- a/dashboard/css/timeline.css
+++ b/dashboard/css/timeline.css
@@ -354,6 +354,11 @@
   --event-color-bg: rgba(74, 158, 255, 0.15);
 }
 
+.timeline-event[data-type="anomaly"] {
+  --event-color: #ff4757;
+  --event-color-bg: rgba(255, 71, 87, 0.15);
+}
+
 .timeline-event[data-type="anomaly_detected"] {
   --event-color: #ff4757;
   --event-color-bg: rgba(255, 71, 87, 0.15);
diff --git a/dashboard/js/security-panel.js b/dashboard/js/security-panel.js
index bb34cb0..b2b4598 100644
--- a/dashboard/js/security-panel.js
+++ b/dashboard/js/security-panel.js
@@ -110,11 +110,11 @@
     }
 
     function fetchAnomalyCount() {
-        fetch(API.anomalyHistory + '?since=24h')
+        fetch(API.anomalyHistory + '?since=24h&limit=1')
             .then(res => res.json())
             .then(data => {
                 if (data.history && Array.isArray(data.history)) {
-                    _anomalyCount24h = data.history.length;
+                    _anomalyCount24h = data.total || data.history.length;
                     if (data.history.length > 0) {
                         _lastAnomaly = data.history[0];
                     }
@@ -232,8 +232,9 @@
                 progressEl.style.width = (_learningProgress * 100) + '%';
             }
             if (daysEl) {
-                const daysLeft = Math.ceil((1 - _learningProgress) * 7);
-                daysEl.textContent = daysLeft > 0 ? daysLeft + ' days remaining' : 'Almost ready...';
+                const daysComplete = Math.floor(_learningProgress * 7);
+                const daysTotal = 7;
+                daysEl.textContent = `${daysComplete} of ${daysTotal} days complete`;
             }
         } else {
             banner.classList.remove('visible');
@@ -299,6 +300,12 @@
                             <span class="stat-value">${formatTimeAgo(_lastAnomaly.timestamp)}</span>
                         </div>
                         ` : ''}
+                        ${_lastAnomaly && _lastAnomaly.zone_name ? `
+                        <div class="stat-item stat-item-full">
+                            <span class="stat-label">Location</span>
+                            <span class="stat-value">${_lastAnomaly.zone_name}</span>
+                        </div>
+                        ` : ''}
                     </div>
                 </div>
                 <div class="security-dialog-actions">