diff --git a/f/web-kboss/src/views/homePage/agreement/AgreementPreview.vue b/f/web-kboss/src/views/homePage/agreement/AgreementPreview.vue
index b623844..beea9c6 100644
--- a/f/web-kboss/src/views/homePage/agreement/AgreementPreview.vue
+++ b/f/web-kboss/src/views/homePage/agreement/AgreementPreview.vue
@@ -15,7 +15,7 @@
       </article>
     </section>
   </main>
-</template>
+</template> 
 
 <script>
 import docs from './agreementDocs'
diff --git a/f/web-kboss/src/views/homePage/news/newsLog.vue b/f/web-kboss/src/views/homePage/news/newsLog.vue
index 5cf9e37..a9daca8 100644
--- a/f/web-kboss/src/views/homePage/news/newsLog.vue
+++ b/f/web-kboss/src/views/homePage/news/newsLog.vue
@@ -190,7 +190,9 @@ export default {
         status: '',
         keyword: ''
       },
-      articleList: []
+      articleList: [],
+      articleTypeSummary: [],
+      articleTypeSummaryEn: []
     }
   },
   computed: {
@@ -215,12 +217,18 @@ export default {
         行业洞察: { label: '行业洞察', type: '行业洞察', icon: 'el-icon-data-analysis', iconClass: 'amber' },
         活动资讯: { label: '活动资讯', type: '活动资讯', icon: 'el-icon-date', iconClass: 'purple' }
       }
+      const summaryMap = {}
+      this.articleTypeSummary.forEach(item => {
+        if (item && item.article_type) {
+          summaryMap[item.article_type] = item
+        }
+      })
       return Object.values(map).map(item => {
-        const list = this.articleList.filter(article => article.type === item.type)
+        const summary = summaryMap[item.type] || {}
         return {
           ...item,
-          count: list.length,
-          views: list.reduce((total, article) => total + Number(article.views || 0), 0)
+          count: Number(summary.article_count || 0),
+          views: Number(summary.read_count || 0)
         }
       })
     }
@@ -312,6 +320,18 @@ export default {
         }
       }
     },
+    getArticleTypeSummary(res) {
+      if (Array.isArray(res.article_type_summary)) return res.article_type_summary
+      const data = res.data && !Array.isArray(res.data) ? res.data : {}
+      if (Array.isArray(data.article_type_summary)) return data.article_type_summary
+      return []
+    },
+    getArticleTypeSummaryEn(res) {
+      if (Array.isArray(res.article_type_summary_en)) return res.article_type_summary_en
+      const data = res.data && !Array.isArray(res.data) ? res.data : {}
+      if (Array.isArray(data.article_type_summary_en)) return data.article_type_summary_en
+      return []
+    },
     getResponseList(res) {
       // 兼容接口可能返回的多种列表结构。
       if (Array.isArray(res.data)) return res.data
@@ -384,16 +404,19 @@ export default {
           const list = this.getResponseList(res)
           // 将接口数据映射成页面展示字段。
           this.articleList = list.map(item => this.normalizeArticle(item))
-          // 读取接口总数，用于分页器和底部统计。
+          this.articleTypeSummary = this.getArticleTypeSummary(res)
+          this.articleTypeSummaryEn = this.getArticleTypeSummaryEn(res)
           this.total = this.getResponseTotal(res, list)
           return
         }
-        // 接口返回失败时清空列表，避免展示旧数据。
         this.articleList = []
+        this.articleTypeSummary = []
+        this.articleTypeSummaryEn = []
         this.total = 0
       } catch (error) {
-        // 请求异常时清空列表并提示用户。
         this.articleList = []
+        this.articleTypeSummary = []
+        this.articleTypeSummaryEn = []
         this.total = 0
         this.$message.error('文章列表加载失败')
       } finally {