Ahead of the final release of Android 12, which is due soon, Google has worked on updates to most of its apps to make them adhere to Material You and its UI changes, as well as its headline dynamic theming feature, and Google Keep is joining this list.
This is the standard treatment other apps with Material You redesigns have received so far.
If you're on Android 12, you might also get access to some sweet new Material You widget designs: