Understanding the contrast between artificial intelligence that simply searches and artificial intelligence that actually reasons is quite straightforward. If you ask a search driven system to locate documents related to Project X, it will respond by dropping exactly 47 files onto your screen. In contrast, if you ask a reasoning driven system a specific question regarding what was decided about the budget for Project X, it will provide you with exactly one clear and direct answer.