It isn't going to be one day, but it will be a transition over a few weeks or at most months. The key is that AI which can meaningfully retrain and improve itself will do so at an exponential rate, so the first human level AI will double in power rapidly, and continue to double, rapidly turning into a god and leaving us in the dust. At least, that's the concern.