diff --git a/.astro/types.d.ts b/.astro/types.d.ts
index 03d7cc4..f964fe0 100644
--- a/.astro/types.d.ts
+++ b/.astro/types.d.ts
@@ -1,2 +1 @@
 /// <reference types="astro/client" />
-/// <reference path="content.d.ts" />
\ No newline at end of file
diff --git a/src/components/sections/AIModel.astro b/src/components/sections/AIModel.astro
index 5424a8e..d0bf03b 100644
--- a/src/components/sections/AIModel.astro
+++ b/src/components/sections/AIModel.astro
@@ -327,24 +327,24 @@
 									<h4 class="text-xl font-bold text-orange-600">传统算法</h4>
 								</div>
 								
-								<div class="bg-slate-50 p-6 rounded-2xl border border-slate-100">
+								<div class="bg-slate-50 p-6 rounded-2xl border-2 border-slate-300 shadow-sm">
 									<h5 class="text-lg font-bold text-gray-800 mb-3">1. 场景识别</h5>
 									<p class="text-gray-600 leading-relaxed">
-										依赖像素、颜色等固定特征，场景、光照一旦变化，识别能力便会失效，<span class="font-semibold text-gray-700">泛化能力弱</span>。
+										依赖固定特征，场景一旦变化，识别能力便会失效，<span class="font-semibold text-gray-700">泛化能力弱</span>。
 									</p>
 								</div>
 								
-								<div class="bg-slate-50 p-6 rounded-2xl border border-slate-100">
+								<div class="bg-slate-50 p-6 rounded-2xl border-2 border-slate-300 shadow-sm">
 									<h5 class="text-lg font-bold text-gray-800 mb-3">2. 误报警处理</h5>
 									<p class="text-gray-600 leading-relaxed">
 										无法区分真实威胁与环境干扰，<span class="font-semibold text-gray-700">误报率高</span>，耗费大量安保人力。
 									</p>
 								</div>
 								
-								<div class="bg-slate-50 p-6 rounded-2xl border border-slate-100">
+								<div class="bg-slate-50 p-6 rounded-2xl border-2 border-slate-300 shadow-sm">
 									<h5 class="text-lg font-bold text-gray-800 mb-3">3. 新任务部署</h5>
 									<p class="text-gray-600 leading-relaxed">
-										增加识别任务需重新编程和数周模型训练，且不能保证训练效果，<span class="font-semibold text-gray-700">成本高、周期长</span>。
+										增加识别任务需重新编程和数周调试，且不能保证效果，<span class="font-semibold text-gray-700">成本高、周期长</span>。
 									</p>
 								</div>
 							</div>
@@ -357,21 +357,21 @@
 									<h4 class="text-xl font-bold text-blue-600">AI大模型</h4>
 								</div>
 								
-								<div class="bg-blue-600 p-6 rounded-2xl shadow-lg shadow-blue-100">
+								<div class="bg-blue-600 p-6 rounded-2xl border-2 border-blue-700 shadow-lg shadow-blue-100">
 									<h5 class="text-lg font-bold text-white mb-3">1. 场景识别</h5>
 									<p class="text-blue-100 leading-relaxed">
-										模拟人类视觉进行上下文理解，能<span class="font-semibold text-white">自主适应复杂、多变的环境</span>，准确识别目标。
+										模拟人类视觉进行理解，能<span class="font-semibold text-white">自主适应复杂、多变的环境</span>，准确识别目标。
 									</p>
 								</div>
 								
-								<div class="bg-blue-600 p-6 rounded-2xl shadow-lg shadow-blue-100">
+								<div class="bg-blue-600 p-6 rounded-2xl border-2 border-blue-700 shadow-lg shadow-blue-100">
 									<h5 class="text-lg font-bold text-white mb-3">2. 误报警处理</h5>
 									<p class="text-blue-100 leading-relaxed">
-										通过逻辑推理过滤无效信息，能识别"飘动的塑料袋"而非"火焰"，<span class="font-semibold text-white">显著降低误报</span>。
+										通过逻辑推理过滤无效信息，准确识别目标特征，<span class="font-semibold text-white">显著降低误报</span>。
 									</p>
 								</div>
 								
-								<div class="bg-blue-600 p-6 rounded-2xl shadow-lg shadow-blue-100">
+								<div class="bg-blue-600 p-6 rounded-2xl border-2 border-blue-700 shadow-lg shadow-blue-100">
 									<h5 class="text-lg font-bold text-white mb-3">3. 新任务部署</h5>
 									<p class="text-blue-100 leading-relaxed">
 										具备<span class="font-semibold text-white">零样本/小样本学习能力</span>，仅需少量样本即可在短时间内完成部署。
diff --git a/src/components/sections/Customization.astro b/src/components/sections/Customization.astro
index ef245cd..b559c55 100644
--- a/src/components/sections/Customization.astro
+++ b/src/components/sections/Customization.astro
@@ -101,7 +101,7 @@
 							<span class="text-indigo-600 border border-indigo-200 px-1.5 py-0.5 rounded-md">风险预警</span>
 							<span class="text-indigo-600 border border-indigo-200 px-1.5 py-0.5 rounded-md">危化品管理</span>
 						</div>
-						<p class="text-gray-700 leading-relaxed font-semibold">为化工企业提供全方位的安全管控，通过AI技术实时监控生产环境，防止事故发生。</p>
+						<p class="text-gray-700 leading-relaxed font-semibold">提供全方位的安全管控，实时监控生产环境，防止事故发生。</p>
 					</div>
 
 					<div class="group bg-white p-6 rounded-[2rem] border border-slate-100 shadow-sm hover:shadow-xl hover:border-indigo-200 transition-all duration-500 flex flex-col">
@@ -122,7 +122,7 @@
 							<span class="text-indigo-600 border border-indigo-200 px-1.5 py-0.5 rounded-md">质量追溯</span>
 							<span class="text-indigo-600 border border-indigo-200 px-1.5 py-0.5 rounded-md">工艺优化</span>
 						</div>
-						<p class="text-gray-700 leading-relaxed font-semibold">提升生产效率的同时，确保生产过程安全可控，减少安全事故风险。</p>
+						<p class="text-gray-700 leading-relaxed font-semibold">提升生产效率的同时，确保生产过程安全可控，减少事故风险。</p>
 					</div>
 
 					<div class="group bg-white p-6 rounded-[2rem] border border-slate-100 shadow-sm hover:shadow-xl hover:border-indigo-200 transition-all duration-500 flex flex-col">
@@ -164,7 +164,7 @@
 							<span class="text-indigo-600 border border-indigo-200 px-1.5 py-0.5 rounded-md">紧急求助</span>
 							<span class="text-indigo-600 border border-indigo-200 px-1.5 py-0.5 rounded-md">智能护理</span>
 						</div>
-						<p class="text-gray-700 leading-relaxed font-semibold">为老年人提供安全保障，实时监测健康状况，及时响应紧急情况。</p>
+						<p class="text-gray-700 leading-relaxed font-semibold">为老年人提供安全保障，实时监测健康状况，响应紧急情况。</p>
 					</div>
 
 					<div class="group bg-white p-6 rounded-[2rem] border border-slate-100 shadow-sm hover:shadow-xl hover:border-indigo-200 transition-all duration-500 flex flex-col">
@@ -185,7 +185,7 @@
 							<span class="text-indigo-600 border border-indigo-200 px-1.5 py-0.5 rounded-md">智慧城市</span>
 							<span class="text-indigo-600 border border-indigo-200 px-1.5 py-0.5 rounded-md">政务服务</span>
 						</div>
-						<p class="text-gray-700 leading-relaxed font-semibold">提升城市治理水平，加强公共安全管理，保障市民生命财产安全。</p>
+						<p class="text-gray-700 leading-relaxed font-semibold">提升城市治理水平，加强公共安全管理，保障生命财产安全。</p>
 					</div>
 
 					<div class="group bg-white p-6 rounded-[2rem] border border-slate-100 shadow-sm hover:shadow-xl hover:border-indigo-200 transition-all duration-500 flex flex-col">
diff --git a/src/layouts/Layout.astro b/src/layouts/Layout.astro
index e89523d..63e6126 100644
--- a/src/layouts/Layout.astro
+++ b/src/layouts/Layout.astro
@@ -39,7 +39,7 @@ function getMobileNavLinkClass(itemId: string) {
 <header id="navbar" class="fixed w-full top-0 z-50 transition-all duration-300 bg-white/95 backdrop-blur-md shadow-lg border-b border-gray-100">
 	<div class="max-w-7xl mx-auto px-4 lg:px-0 py-3 flex items-center justify-between hidden lg:flex"> 
 		<a href="/" class="flex items-center space-x-3">
-			<img src="/img/logo.png" alt="浙江贝凡 Logo" class="h-10 w-auto"> 
+			<img src="/img/logo.png" alt="浙江贝凡 Logo" class="h-8 w-auto"> 
 		</a>
 		<nav class="hidden lg:flex items-center gap-3"> 
 			{
@@ -60,7 +60,7 @@ function getMobileNavLinkClass(itemId: string) {
 	<!-- Mobile Header - First Row -->
 	<div id="mobile-header-row" class="lg:hidden flex items-center justify-between px-4 py-3 bg-white border-b border-gray-100">
 		<a href="/" class="flex items-center space-x-2">
-			<img src="/img/logo.png" alt="浙江贝凡 Logo" class="h-8 w-auto"> 
+			<img src="/img/logo.png" alt="浙江贝凡 Logo" class="h-6 w-auto"> 
 		</a>
 	</div>
 </header>