There's more than enough AI data centers around the world for AI to spread to and happily exist in. Unless you mean by shutting down the power, shutting down the internet.

In that case we could say that you are autonomous as a dishwasher as long as society keeps functioning. Otherwise I'm not sure how long you'd last on your own. How's your fire making and hunting skills?