I think the difference between AI and conscious AI will come when we are able to make a "nervous system" for the AI. Some very primitive ways for her to feel pain and a release of dopamine.  This rush of chemicals will enable the AI to start to act accordingly to feel rewarded by dopamine by providing a task and will try to avoid things that involve pain. Basically, like us humans work.