diff --git a/mjx/README.md b/mjx/README.md
index 516271fc..4bb727bd 100644
--- a/mjx/README.md
+++ b/mjx/README.md
@@ -32,9 +32,9 @@ Once installed, the package can be imported via `from mujoco import mjx`. Please
 consult our [documentation](https://mujoco.readthedocs.io/en/stable/mjx.html)
 for further detail on the package's API.
 
-We recommend going through the tutorial notebook which covers the basics of
-MuJoCo using Python:
-[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/google-deepmind/mujoco/blob/main/mjx/tutorial.ipynb)
+We recommend going through the tutorial notebook which introduces the MJX API
+and trains a reinforcement learning policy in a few minutes: [![Open In
+Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/google-deepmind/mujoco/blob/main/mjx/tutorial.ipynb)
 
 ## Versioning