Personally I think consciousness is everywhere, but it needs a sufficiently advanced information processing system to develop an ego and/or sense of Self. So it's a matter of time AIs develop enough to have it.
Some reading:
https://en.wikipedia.org/wiki/Panentheismhttps://plato.stanford.edu/entries/panpsychism/