diff --git a/apps/web/src/components/ImageDetection.vue b/apps/web/src/components/ImageDetection.vue
index 28fbeb9..1e6278e 100644
--- a/apps/web/src/components/ImageDetection.vue
+++ b/apps/web/src/components/ImageDetection.vue
@@ -346,6 +346,9 @@ import {
 } from '@element-plus/icons-vue'
 import { detectionApi } from '@/api/detection'
 import DetectionConfig from './DetectionConfig.vue'
+import { useAlertStore } from '@/stores/alertStore'
+
+const alertStore = useAlertStore()
 
 const props = defineProps({
   models: {
@@ -787,6 +790,23 @@ const handleFightVideoSuccess = (response) => {
     const detCount = response.data.stats?.total_detections || 0
     ElMessage.success(`检测完成：${detCount} 个目标，已提取 ${kfCount} 张关键帧`)
 
+    // MVP-3: 将 LLM 管道产出的预警推送到 AlertList
+    const frameResults = response.data.frame_results || []
+    let llmAlertCount = 0
+    for (const fr of frameResults) {
+      const alerts = fr.alert_events || []
+      for (const alert of alerts) {
+        alertStore.addAlert({
+          ...alert,
+          llm_results: fr.llm_results || [],
+        })
+        llmAlertCount++
+      }
+    }
+    if (llmAlertCount > 0) {
+      ElMessage.success(`LLM 二次判断完成，已生成 ${llmAlertCount} 条预警记录`)
+    }
+
     // 如果后端提示编码不兼容，自动标记视频错误
     if (response.data.video_codec_warning) {
       console.warn('视频编码不兼容浏览器，将以关键帧形式展示')
diff --git a/apps/web/src/views/AlertList.vue b/apps/web/src/views/AlertList.vue
index 29e13bf..11c85f5 100644
--- a/apps/web/src/views/AlertList.vue
+++ b/apps/web/src/views/AlertList.vue
@@ -156,6 +156,28 @@
               <span v-if="det.track_id" class="track-id">#{{ det.track_id }}</span>
             </span>
           </div>
+
+          <!-- MVP-3: LLM 二次判断结果 -->
+          <div v-if="alert.llm_results && alert.llm_results.length > 0" class="llm-result">
+            <el-tag
+              :type="alert.llm_results[0].llm_confirmed ? 'success' : 'danger'"
+              effect="light"
+              round
+              size="small"
+            >
+              {{ alert.llm_results[0].llm_confirmed ? 'LLM确认' : 'LLM否决' }}
+            </el-tag>
+            <span class="llm-confidence">
+              LLM置信度: {{ ((alert.llm_results[0].llm_confidence || 0) * 100).toFixed(0) }}%
+            </span>
+            <span
+              v-if="alert.llm_results[0].llm_reasoning"
+              class="llm-reasoning"
+              :title="alert.llm_results[0].llm_reasoning"
+            >
+              {{ alert.llm_results[0].llm_reasoning.slice(0, 50) }}...
+            </span>
+          </div>
         </div>
 
         <div class="alert-actions">
@@ -534,6 +556,33 @@ onMounted(() => {
   opacity: 0.8;
 }
 
+/* MVP-3: LLM 二次判断结果样式 */
+.llm-result {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  margin-top: 8px;
+  padding: 6px 10px;
+  background: rgba(99, 102, 241, 0.06);
+  border-left: 3px solid #818CF8;
+  border-radius: 4px;
+}
+
+.llm-confidence {
+  font-size: 12px;
+  color: #A5B4FC;
+}
+
+.llm-reasoning {
+  font-size: 12px;
+  color: #9CA3AF;
+  max-width: 200px;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  cursor: help;
+}
+
 .alert-actions {
   display: flex;
   align-items: center;