diff --git a/README.md b/README.md
index 9611e1b..c63c400 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,6 @@
 
 <br>
 
-- [Upcoming Features](#upcoming-features)
 - [Why Ever OS](#why-ever-os)
 - [Quick Start](#quick-start)
 - [Use Cases](#use-cases)
@@ -35,19 +34,6 @@
 </details>
 
 
-## Upcoming Features
-
-> [!IMPORTANT]
->
-> **Knowledge Wiki:** editable, source-backed Markdown knowledge pages built
-> from memory.
->
-> **Reflection:** idle-time and offline memory evolution that connects
-> signals, compresses history, and improves profiles and skills between
-> sessions.
-
-<br>
-
 ## Why Ever OS
 
 EverOS is a Python library and local-first memory runtime for agents and
@@ -87,6 +73,16 @@ for fast retrieval and self-evolving reuse.
 <td>✅ Search by <code>user_id</code>, <code>agent_id</code>, <code>app_id</code>, <code>project_id</code>, and <code>session_id</code></td>
 <td>❌ Usually app, namespace, tenant, thread, or graph scoped</td>
 </tr>
+<tr>
+<td><strong>Knowledge Wiki</strong></td>
+<td>✅ Editable, source-backed Markdown knowledge pages with taxonomy, CRUD APIs, and topic search</td>
+<td>❌ Usually separate from memory, trapped in a dashboard, or not tied back to source files</td>
+</tr>
+<tr>
+<td><strong>Reflection</strong></td>
+<td>✅ Offline memory evolution that merges episode clusters and refines profiles and skills between sessions</td>
+<td>❌ Usually retrieval-only memory with little background consolidation or long-horizon improvement</td>
+</tr>
 </table>
 
 <br>
diff --git a/docs/release-notes-1.1.0.md b/docs/release-notes-1.1.0.md
index 91af831..ff5f7bf 100644
--- a/docs/release-notes-1.1.0.md
+++ b/docs/release-notes-1.1.0.md
@@ -1,4 +1,4 @@
-# EverOS 1.1.0 Release Notes
+# EverOS 1.1.0
 
 EverOS 1.1.0 expands the memory system beyond user episodes with first-class
 knowledge management, reflection, and stronger operational guarantees around
@@ -21,10 +21,10 @@ search, persistence, and API contracts.
 
 ## Compatibility Notes
 
-- Existing local TUI demo registration remains available in this PR.
+- Existing local TUI demo registration remains available.
 - Existing DashScope rerank support is preserved; the DashScope provider file
-  is not replaced by the 1.1.0 archive.
-- The update intentionally leaves directories outside the 1.1.0 archive scope,
+  is not replaced by the 1.1.0 update.
+- The release intentionally leaves directories outside the 1.1.0 update scope,
   including existing use-case and iOS demo material, untouched.
 - Knowledge search requires configured embedding and rerank providers. Missing
   providers now fail explicitly with configuration errors rather than silently
@@ -42,7 +42,7 @@ search, persistence, and API contracts.
 
 ## Verification
 
-This PR was checked with:
+This release was checked with:
 
 - `uv run ruff check .`
 - `uv run pytest tests/unit`