It might play creatively, but it doesn't create any useful knowledge by doing so, making it kind of amusing but not the kind of creativity anyone is really interested in.
No it doesn't. Human Go players got worse after playing it. No one learned anything useful. The "knowledge" (if you can call it that) is all contained in an abstract, uninterpretable form that is of no use to anyone.