That depends, what sort of solution is it trying to find? If it's trying to maximize my happiness, that's all fine and dandy; if it's trying to minimize my capacity as an impediment to its acquisition of superior paperclip-maximizing hardware, I would object. Either way, I base my trust on the AI's goal, rather than its algorithms (assuming that the algorithms are effective at accomplishing that goal).