Basically, your program will normally halt when doing I/O, and won't proceed until that I/O is done. During that halt, your program is doing nothing (no cpu being used). With asyncio, you can schedule multiple tasks to run, so if one is halted doing I/O, another can run.
Edit: And AFAIK, the GIL does not come into play at all with async. Only when multithreading.