diff --git a/Documentation/API.md b/Documentation/API.md
index 3861e7f..d1b4a03 100644
--- a/Documentation/API.md
+++ b/Documentation/API.md
@@ -26,7 +26,7 @@ Function signatures:
   
 Function variants:
   - dimensionality of convolutions specified through numerical function constants
-  - different convolution windows (e.g. Conv1x1 vs Conv3x3) specified through numerical function constants
+  - different convolution windows (e.g. Conv3x3 vs Conv5x5) specified through numerical function constants
   - unsupported kernel variants simply do nothing at runtime
 
 ## Best Practices
diff --git a/README.md b/README.md
index 110c41e..bfc85dd 100644
--- a/README.md
+++ b/README.md
@@ -39,7 +39,7 @@ Usage:
 Alternatively:
 - Download the newest version of Xcode
 - Fetch the Metal library from [GitHub releases](https://github.com/philipturner/metal-flash-attention/releases)
-- Run the command-line tool from this repository that validates integrity of the Metal library
+- Run the unit tests from this repository
 
 ## Performance