diff --git a/content/_index.md b/content/_index.md
index ebf005b88..6bfbe7cb0 100644
--- a/content/_index.md
+++ b/content/_index.md
@@ -14,7 +14,7 @@ It’s our mission to realize this future.
 
 ## Blog
 
-[[user_state is State of the Art]]
+[[User State is State of the Art]]  
 [[Memories for All]]  
 [[Honcho; User Context Management for LLM Apps|Honcho: User Context Management for LLM Apps]]  
 [[Theory of Mind Is All You Need]]  
diff --git a/content/blog/user_state is State of the Art.md b/content/blog/User State is State of the Art.md
similarity index 98%
rename from content/blog/user_state is State of the Art.md
rename to content/blog/User State is State of the Art.md
index 21fe27af6..4ef25a497 100644
--- a/content/blog/user_state is State of the Art.md	
+++ b/content/blog/User State is State of the Art.md	
@@ -3,7 +3,7 @@ LLM apps can embrace the complexity and plasticity of human identity to deliver
 
 We're introducing a framework for modeling your users automatically and dynamically.
 
-All of us adopt different personas in different contexts--with [Honcho](https://honcho.dev) you can learn these `user_states` so your app can better meet user need in every moment.
+All of us adopt different personas in different contexts--with [Honcho](https://honcho.dev) you can learn these user *states* so your app can better meet user need in every moment.
 
 ## Fleet of Theseus
 
@@ -70,7 +70,7 @@ We can (and should) even allow them the agency to decide what elements of our id
 
 ## A DSPy Demo for Honcho
 
-OK but what sorts of `user_states` are we talking about?
+OK but what sorts of user states are we talking about?