We needn't take things like reasoning on faith. We use reason because it works. And science isn't really based on axioms: it's not math. It's based on a method that, refined over time, leads us to widely accepted facts about the universe: the facts that we can rely on to do things like establish the genealogy of species, cure disease, and land probes on comets. You can't accomplish such things through prayer.