Don't tap this button! If you do, you'll remove the Python interpreter that you've just installed. Instead, tap on the emulator's home button (the little house icon) to return to the Android main ...

They are building it on top of Python 2.6 (2.x is not dead yet) because it will allow many existing projects to adopt it and will also provide a clean glide path to Python 3.