I think that, over time, both paradigms are required. For the quick lookup/command, "ask" is best. For longer interactions, like driving directions, or cooking instructions, etc... a "conversation" makes more sense. Given that we're at the early stages of conversational UIs, I think the 'ask' case is more helpful, but I'm more excited to see what will evolve through conversations.