diff --git a/README.md b/README.md
index 0146fb4..c50d3c8 100644
--- a/README.md
+++ b/README.md
@@ -22,7 +22,7 @@
 <br>
 
 - [EverOS 1.0.0 Highlights](#everos-100-highlights)
-- [What Is EverOS](#what-is-everos)
+- [Why EverOS](#why-everos)
 - [Quick Start](#quick-start)
 - [Architecture At A Glance](#architecture-at-a-glance)
 - [Storage Layout](#storage-layout)
@@ -96,7 +96,7 @@ Search independently by <code>user_id</code>, <code>agent_id</code>,
 </div>
 
 
-## What Is EverOS
+## Why EverOS
 
 EverOS is an open-source Python framework for self-evolving long-term
 memory across agents and platforms. It gives makers one portable memory
@@ -675,7 +675,7 @@ Star the repo or join the community links above to follow new architecture metho
 
 ## EverMind Ecosystems
 
-EverMind is an open-source ecosystem for long-term memory, self-evolving agents, and memory evaluation. EverOS is the core runtime architecture; EverMemOS is the paper and research line carrying our strongest memory-system benchmark runs; EverAlgo supplies the next-generation algorithms that make the system modular and reusable.
+EverMind is an open-source ecosystem for long-term memory, self-evolving agents, and memory evaluation.
 
 <table>
 <tr>
@@ -683,7 +683,7 @@ EverMind is an open-source ecosystem for long-term memory, self-evolving agents,
 </tr>
 <tr>
 <td><strong>Core Memory Architecture</strong></td>
-<td><a href="https://github.com/EverMind-AI/EverOS">EverOS</a> / EverMemOS - the local memory operating system and research-backed runtime for agent and user memory.</td>
+<td><a href="https://github.com/EverMind-AI/EverOS">EverOS</a> - the local memory operating system and research-backed runtime for agent and user memory.</td>
 </tr>
 <tr>
 <td><strong>Algorithm Engine</strong></td>
diff --git a/README.zh-CN.md b/README.zh-CN.md
index e1540a6..77a04ef 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -22,7 +22,7 @@
 <br>
 
 - [EverOS 1.0.0 亮点](#everos-100-亮点)
-- [什么是 EverOS](#什么是-everos)
+- [为什么选择 EverOS](#为什么选择-everos)
 - [快速开始](#快速开始)
 - [架构概览](#架构概览)
 - [存储布局](#存储布局)
@@ -90,7 +90,7 @@ Agent 记忆（<code>cases</code> / <code>skills</code>）与用户记忆（<cod
 </div>
 
 
-## 什么是 EverOS
+## 为什么选择 EverOS
 
 EverOS 是一个开源 Python 框架，用来构建**跨 Agent、跨平台的自进化长期记忆**。
 它为 maker 提供一层可携带的统一记忆层，适用于他们使用的每一个 Agent：
@@ -663,8 +663,6 @@ memory-enabled use cases、Wiki 式记忆和 Dreaming 更新。
 ## EverMind 生态
 
 EverMind 是一个面向长期记忆、自进化 Agent 和记忆评测的开源生态。
-EverOS 是核心运行时架构；EverMemOS 是论文与研究线，承载我们最强的
-memory-system benchmark runs；EverAlgo 提供让系统保持模块化和可复用的下一代算法。
 
 <table>
 <tr>
@@ -672,7 +670,7 @@ memory-system benchmark runs；EverAlgo 提供让系统保持模块化和可复
 </tr>
 <tr>
 <td><strong>核心记忆架构</strong></td>
-<td><a href="https://github.com/EverMind-AI/EverOS">EverOS</a> / EverMemOS - 本地记忆操作系统，以及有研究支撑的 Agent 和用户记忆运行时。</td>
+<td><a href="https://github.com/EverMind-AI/EverOS">EverOS</a> - 本地记忆操作系统，以及有研究支撑的 Agent 和用户记忆运行时。</td>
 </tr>
 <tr>
 <td><strong>算法引擎</strong></td>