diff --git a/examples/README.md b/examples/README.md
index 7e3f36d7c..8a7a98493 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -5,9 +5,9 @@ In the chats, you'll see a varity of coding tasks like generating new code, edit
 
   - Each time GPT-4 suggests a code change, `aider` automatically applies it to the source files.
   - After applying the edits, `aider` commits them to git with a senisble commit message.
-  - `aider` notes each source source file that is added to the chat session. Once added, these files are available for review and editing by GPT-4. The user adds files either via the command line or the in-chat `/add` command. Sometimes GPT-4 asks to see specific files, and `aider` asks the user to approve adding them to the chat.
+  - `aider` notes each source file that is added to the chat session. Once added, these files are available for review and editing by GPT-4. The user adds files either via the command line or the in-chat `/add` command. Sometimes GPT-4 asks to see specific files, and `aider` asks the user to approve adding them to the chat.
 
-## Chat transcripts of coding sessions with gpt-4
+## Chat transcripts of coding sessions with GPT-4
 
 * [Hello World Flask App](hello-world-flask.md): Creating a simple Flask app with various endpoints, such as adding two numbers and calculating the Fibonacci sequence.